id	sid	tid	token	lemma	pos
cte-302	1	1	cloud	cloud	NOUN
cte-302	1	2	technologies	technology	NOUN
cte-302	1	3	and	and	CCONJ
cte-302	1	4	learning	learn	VERB
cte-302	1	5	analytics	analytic	NOUN
cte-302	1	6	:	:	PUNCT
cte-302	1	7	web	web	NOUN
cte-302	1	8	application	application	NOUN
cte-302	1	9	for	for	ADP
cte-302	1	10	{	{	PUNCT
cte-302	1	11	pisa	pisa	ADJ
cte-302	1	12	}	}	PUNCT
cte-302	1	13	results	result	VERB
cte-302	1	14	analysis	analysis	NOUN
cte-302	1	15	and	and	CCONJ
cte-302	1	16	visualization	visualization	NOUN
cte-302	1	17	cte	cte	NOUN
cte-302	1	18	workshop	workshop	NOUN
cte-302	1	19	proceedings	proceeding	NOUN
cte-302	1	20	,	,	PUNCT
cte-302	1	21	2021	2021	NUM
cte-302	1	22	,	,	PUNCT
cte-302	1	23	vol	vol	NOUN
cte-302	1	24	.	.	NOUN
cte-302	1	25	8	8	NUM
cte-302	1	26	:	:	PUNCT
cte-302	1	27	cte-2020	cte-2020	NOUN
cte-302	1	28	,	,	PUNCT
cte-302	1	29	pp	pp	ADP
cte-302	1	30	.	.	PUNCT
cte-302	2	1	484	484	NUM
cte-302	2	2	-	-	SYM
cte-302	2	3	494	494	NUM
cte-302	2	4	cloud	cloud	NOUN
cte-302	2	5	technologies	technology	NOUN
cte-302	2	6	and	and	CCONJ
cte-302	2	7	learning	learn	VERB
cte-302	2	8	analytics	analytic	NOUN
cte-302	2	9	:	:	PUNCT
cte-302	2	10	web	web	NOUN
cte-302	2	11	application	application	NOUN
cte-302	2	12	for	for	ADP
cte-302	2	13	pisa	pisa	PROPN
cte-302	2	14	results	result	VERB
cte-302	2	15	analysis	analysis	NOUN
cte-302	2	16	and	and	CCONJ
cte-302	2	17	visualization	visualization	NOUN
cte-302	2	18	mariia	mariia	NOUN
cte-302	2	19	s.	s.	PROPN
cte-302	2	20	mazorchuk1,2	mazorchuk1,2	PROPN
cte-302	2	21	,	,	PUNCT
cte-302	2	22	tetyana	tetyana	PROPN
cte-302	2	23	s.	s.	PROPN
cte-302	2	24	vakulenko2	vakulenko2	PROPN
cte-302	2	25	,	,	PUNCT
cte-302	2	26	anna	anna	PROPN
cte-302	2	27	o.	o.	PROPN
cte-302	2	28	bychko2	bychko2	PROPN
cte-302	2	29	,	,	PUNCT
cte-302	2	30	olena	olena	PROPN
cte-302	2	31	h.	h.	PROPN
cte-302	2	32	kuzminska3	kuzminska3	PROPN
cte-302	2	33	and	and	CCONJ
cte-302	2	34	oleksandr	oleksandr	PROPN
cte-302	2	35	v.	v.	ADP
cte-302	2	36	prokhorov4	prokhorov4	PROPN
cte-302	2	37	1v	1v	NUM
cte-302	2	38	.	.	PUNCT
cte-302	3	1	n.	n.	PROPN
cte-302	3	2	karazin	karazin	PROPN
cte-302	3	3	kharkiv	kharkiv	PROPN
cte-302	3	4	national	national	PROPN
cte-302	3	5	university	university	PROPN
cte-302	3	6	,	,	PUNCT
cte-302	3	7	4	4	NUM
cte-302	3	8	svobody	svobody	NOUN
cte-302	3	9	sq	sq	PROPN
cte-302	3	10	.	.	PROPN
cte-302	3	11	,	,	PUNCT
cte-302	3	12	kharkiv	kharkiv	PROPN
cte-302	3	13	,	,	PUNCT
cte-302	3	14	61022	61022	NUM
cte-302	3	15	,	,	PUNCT
cte-302	3	16	ukraine	ukraine	ADJ
cte-302	3	17	2ukrainian	2ukrainian	NUM
cte-302	3	18	center	center	NOUN
cte-302	3	19	for	for	ADP
cte-302	3	20	educational	educational	ADJ
cte-302	3	21	quality	quality	NOUN
cte-302	3	22	assessment	assessment	NOUN
cte-302	3	23	,	,	PUNCT
cte-302	3	24	5	5	NUM
cte-302	3	25	v.	v.	ADP
cte-302	3	26	vinnichenko	vinnichenko	PROPN
cte-302	3	27	str	str	PROPN
cte-302	3	28	.	.	PUNCT
cte-302	3	29	,	,	PUNCT
cte-302	3	30	kyiv	kyiv	PROPN
cte-302	3	31	,	,	PUNCT
cte-302	3	32	04053	04053	NUM
cte-302	3	33	,	,	PUNCT
cte-302	3	34	ukraine	ukraine	NOUN
cte-302	3	35	3national	3national	NUM
cte-302	3	36	university	university	NOUN
cte-302	3	37	of	of	ADP
cte-302	3	38	life	life	NOUN
cte-302	3	39	and	and	CCONJ
cte-302	3	40	environmental	environmental	ADJ
cte-302	3	41	sciences	science	NOUN
cte-302	3	42	of	of	ADP
cte-302	3	43	ukraine	ukraine	NOUN
cte-302	3	44	,	,	PUNCT
cte-302	3	45	15	15	NUM
cte-302	3	46	heroyiv	heroyiv	NOUN
cte-302	3	47	oborony	oborony	NOUN
cte-302	4	1	str	str	PROPN
cte-302	4	2	.	.	PUNCT
cte-302	4	3	,	,	PUNCT
cte-302	4	4	kyiv	kyiv	PROPN
cte-302	4	5	,	,	PUNCT
cte-302	4	6	03041	03041	NUM
cte-302	4	7	,	,	PUNCT
cte-302	4	8	ukraine	ukraine	NOUN
cte-302	4	9	4the	4the	NUM
cte-302	4	10	national	national	PROPN
cte-302	4	11	aerospace	aerospace	PROPN
cte-302	4	12	university	university	PROPN
cte-302	4	13	“	"	PUNCT
cte-302	4	14	kharkiv	kharkiv	PROPN
cte-302	4	15	aviation	aviation	PROPN
cte-302	4	16	institute	institute	PROPN
cte-302	4	17	”	"	PUNCT
cte-302	4	18	,	,	PUNCT
cte-302	4	19	17	17	NUM
cte-302	4	20	chkalov	chkalov	NOUN
cte-302	4	21	str	str	VERB
cte-302	4	22	.	.	PROPN
cte-302	4	23	,	,	PUNCT
cte-302	4	24	kharkiv	kharkiv	PROPN
cte-302	4	25	,	,	PUNCT
cte-302	4	26	61070	61070	NUM
cte-302	4	27	,	,	PUNCT
cte-302	4	28	ukraine	ukraine	PROPN
cte-302	4	29	abstract	abstract	NOUN
cte-302	4	30	.	.	PUNCT
cte-302	5	1	this	this	DET
cte-302	5	2	article	article	NOUN
cte-302	5	3	analyzes	analyze	VERB
cte-302	5	4	the	the	DET
cte-302	5	5	ways	way	NOUN
cte-302	5	6	to	to	PART
cte-302	5	7	apply	apply	VERB
cte-302	5	8	learning	learn	VERB
cte-302	5	9	analytics	analytic	NOUN
cte-302	5	10	,	,	PUNCT
cte-302	5	11	cloud	cloud	NOUN
cte-302	5	12	technologies	technology	NOUN
cte-302	5	13	,	,	PUNCT
cte-302	5	14	and	and	CCONJ
cte-302	5	15	big	big	ADJ
cte-302	5	16	data	datum	NOUN
cte-302	5	17	in	in	ADP
cte-302	5	18	the	the	DET
cte-302	5	19	field	field	NOUN
cte-302	5	20	of	of	ADP
cte-302	5	21	education	education	NOUN
cte-302	5	22	on	on	ADP
cte-302	5	23	the	the	DET
cte-302	5	24	international	international	ADJ
cte-302	5	25	level	level	NOUN
cte-302	5	26	.	.	PUNCT
cte-302	6	1	this	this	DET
cte-302	6	2	paper	paper	NOUN
cte-302	6	3	provides	provide	VERB
cte-302	6	4	examples	example	NOUN
cte-302	6	5	of	of	ADP
cte-302	6	6	international	international	ADJ
cte-302	6	7	analytical	analytical	ADJ
cte-302	6	8	researches	research	NOUN
cte-302	6	9	and	and	CCONJ
cte-302	6	10	cloud	cloud	NOUN
cte-302	6	11	technologies	technology	NOUN
cte-302	6	12	used	use	VERB
cte-302	6	13	to	to	PART
cte-302	6	14	process	process	VERB
cte-302	6	15	the	the	DET
cte-302	6	16	results	result	NOUN
cte-302	6	17	of	of	ADP
cte-302	6	18	those	those	DET
cte-302	6	19	researches	research	NOUN
cte-302	6	20	.	.	PUNCT
cte-302	7	1	it	it	PRON
cte-302	7	2	considers	consider	VERB
cte-302	7	3	the	the	DET
cte-302	7	4	pisa	pisa	PROPN
cte-302	7	5	research	research	NOUN
cte-302	7	6	methodology	methodology	NOUN
cte-302	7	7	and	and	CCONJ
cte-302	7	8	related	related	ADJ
cte-302	7	9	tools	tool	NOUN
cte-302	7	10	,	,	PUNCT
cte-302	7	11	including	include	VERB
cte-302	7	12	the	the	DET
cte-302	7	13	idb	idb	PROPN
cte-302	7	14	analyzer	analyzer	PROPN
cte-302	7	15	application	application	NOUN
cte-302	7	16	,	,	PUNCT
cte-302	7	17	free	free	ADJ
cte-302	7	18	r	r	NOUN
cte-302	7	19	intsvy	intsvy	ADJ
cte-302	7	20	environment	environment	NOUN
cte-302	7	21	for	for	ADP
cte-302	7	22	processing	process	VERB
cte-302	7	23	statistical	statistical	ADJ
cte-302	7	24	data	datum	NOUN
cte-302	7	25	,	,	PUNCT
cte-302	7	26	and	and	CCONJ
cte-302	7	27	cloud	cloud	NOUN
cte-302	7	28	-	-	PUNCT
cte-302	7	29	based	base	VERB
cte-302	7	30	web	web	NOUN
cte-302	7	31	application	application	NOUN
cte-302	7	32	pisa	pisa	PROPN
cte-302	7	33	data	data	PROPN
cte-302	7	34	explorer	explorer	PROPN
cte-302	7	35	.	.	PUNCT
cte-302	8	1	the	the	DET
cte-302	8	2	paper	paper	NOUN
cte-302	8	3	justifies	justify	VERB
cte-302	8	4	the	the	DET
cte-302	8	5	necessity	necessity	NOUN
cte-302	8	6	of	of	ADP
cte-302	8	7	creating	create	VERB
cte-302	8	8	a	a	DET
cte-302	8	9	stand	stand	VERB
cte-302	8	10	-	-	PUNCT
cte-302	8	11	alone	alone	ADJ
cte-302	8	12	web	web	NOUN
cte-302	8	13	application	application	NOUN
cte-302	8	14	that	that	PRON
cte-302	8	15	supports	support	VERB
cte-302	8	16	ukrainian	ukrainian	ADJ
cte-302	8	17	localization	localization	NOUN
cte-302	8	18	and	and	CCONJ
cte-302	8	19	provides	provide	VERB
cte-302	8	20	ukrainian	ukrainian	ADJ
cte-302	8	21	researchers	researcher	NOUN
cte-302	8	22	with	with	ADP
cte-302	8	23	rapid	rapid	ADJ
cte-302	8	24	access	access	NOUN
cte-302	8	25	to	to	ADP
cte-302	8	26	well	well	ADV
cte-302	8	27	-	-	PUNCT
cte-302	8	28	structured	structure	VERB
cte-302	8	29	pisa	pisa	PROPN
cte-302	8	30	data	data	PROPN
cte-302	8	31	.	.	PUNCT
cte-302	9	1	in	in	ADP
cte-302	9	2	particular	particular	ADJ
cte-302	9	3	,	,	PUNCT
cte-302	9	4	such	such	DET
cte-302	9	5	an	an	DET
cte-302	9	6	application	application	NOUN
cte-302	9	7	should	should	AUX
cte-302	9	8	provide	provide	VERB
cte-302	9	9	for	for	ADP
cte-302	9	10	data	datum	NOUN
cte-302	9	11	across	across	ADP
cte-302	9	12	the	the	DET
cte-302	9	13	factorial	factorial	NOUN
cte-302	9	14	features	feature	NOUN
cte-302	9	15	and	and	CCONJ
cte-302	9	16	indicators	indicator	NOUN
cte-302	9	17	applied	apply	VERB
cte-302	9	18	at	at	ADP
cte-302	9	19	the	the	DET
cte-302	9	20	country	country	NOUN
cte-302	9	21	level	level	NOUN
cte-302	9	22	and	and	CCONJ
cte-302	9	23	demonstrate	demonstrate	VERB
cte-302	9	24	the	the	DET
cte-302	9	25	ukrainian	ukrainian	ADJ
cte-302	9	26	indicators	indicator	NOUN
cte-302	9	27	compared	compare	VERB
cte-302	9	28	to	to	ADP
cte-302	9	29	the	the	DET
cte-302	9	30	other	other	ADJ
cte-302	9	31	countries	country	NOUN
cte-302	9	32	’	'	PUNCT
cte-302	9	33	results	result	NOUN
cte-302	9	34	.	.	PUNCT
cte-302	10	1	this	this	DET
cte-302	10	2	paper	paper	NOUN
cte-302	10	3	includes	include	VERB
cte-302	10	4	a	a	DET
cte-302	10	5	description	description	NOUN
cte-302	10	6	of	of	ADP
cte-302	10	7	the	the	DET
cte-302	10	8	application	application	NOUN
cte-302	10	9	core	core	NOUN
cte-302	10	10	functionalities	functionality	NOUN
cte-302	10	11	,	,	PUNCT
cte-302	10	12	architecture	architecture	NOUN
cte-302	10	13	,	,	PUNCT
cte-302	10	14	and	and	CCONJ
cte-302	10	15	technologies	technology	NOUN
cte-302	10	16	used	use	VERB
cte-302	10	17	for	for	ADP
cte-302	10	18	development	development	NOUN
cte-302	10	19	.	.	PUNCT
cte-302	11	1	the	the	DET
cte-302	11	2	proposed	propose	VERB
cte-302	11	3	solution	solution	NOUN
cte-302	11	4	leverages	leverage	VERB
cte-302	11	5	the	the	DET
cte-302	11	6	shiny	shiny	ADJ
cte-302	11	7	package	package	NOUN
cte-302	11	8	available	available	ADJ
cte-302	11	9	with	with	ADP
cte-302	11	10	r	r	NOUN
cte-302	11	11	environment	environment	NOUN
cte-302	11	12	that	that	PRON
cte-302	11	13	allows	allow	VERB
cte-302	11	14	implementing	implement	VERB
cte-302	11	15	both	both	CCONJ
cte-302	11	16	the	the	DET
cte-302	11	17	ui	ui	NOUN
cte-302	11	18	and	and	CCONJ
cte-302	11	19	server	server	NOUN
cte-302	11	20	sides	side	NOUN
cte-302	11	21	of	of	ADP
cte-302	11	22	the	the	DET
cte-302	11	23	application	application	NOUN
cte-302	11	24	.	.	PUNCT
cte-302	12	1	the	the	DET
cte-302	12	2	technical	technical	ADJ
cte-302	12	3	implementation	implementation	NOUN
cte-302	12	4	is	be	AUX
cte-302	12	5	a	a	DET
cte-302	12	6	proven	prove	VERB
cte-302	12	7	solution	solution	NOUN
cte-302	12	8	that	that	PRON
cte-302	12	9	allows	allow	VERB
cte-302	12	10	for	for	ADP
cte-302	12	11	simplifying	simplify	VERB
cte-302	12	12	the	the	DET
cte-302	12	13	access	access	NOUN
cte-302	12	14	to	to	ADP
cte-302	12	15	pisa	pisa	PROPN
cte-302	12	16	data	datum	NOUN
cte-302	12	17	for	for	ADP
cte-302	12	18	ukrainian	ukrainian	ADJ
cte-302	12	19	researchers	researcher	NOUN
cte-302	12	20	and	and	CCONJ
cte-302	12	21	helping	help	VERB
cte-302	12	22	them	they	PRON
cte-302	12	23	utilize	utilize	VERB
cte-302	12	24	the	the	DET
cte-302	12	25	calculation	calculation	NOUN
cte-302	12	26	results	result	NOUN
cte-302	12	27	on	on	ADP
cte-302	12	28	the	the	DET
cte-302	12	29	key	key	ADJ
cte-302	12	30	features	feature	NOUN
cte-302	12	31	without	without	ADP
cte-302	12	32	having	have	VERB
cte-302	12	33	to	to	PART
cte-302	12	34	apply	apply	VERB
cte-302	12	35	tools	tool	NOUN
cte-302	12	36	for	for	ADP
cte-302	12	37	processing	process	VERB
cte-302	12	38	statistical	statistical	ADJ
cte-302	12	39	data	datum	NOUN
cte-302	12	40	.	.	PUNCT
cte-302	13	1	keywords	keyword	NOUN
cte-302	13	2	:	:	PUNCT
cte-302	13	3	learning	learn	VERB
cte-302	13	4	analytics	analytic	NOUN
cte-302	13	5	,	,	PUNCT
cte-302	13	6	cloud	cloud	NOUN
cte-302	13	7	technologies	technology	NOUN
cte-302	13	8	,	,	PUNCT
cte-302	13	9	pisa	pisa	PROPN
cte-302	13	10	,	,	PUNCT
cte-302	13	11	web	web	NOUN
cte-302	13	12	application	application	NOUN
cte-302	13	13	1	1	NUM
cte-302	13	14	.	.	PUNCT
cte-302	13	15	introduction	introduction	NOUN
cte-302	13	16	currently	currently	ADV
cte-302	13	17	,	,	PUNCT
cte-302	13	18	we	we	PRON
cte-302	13	19	can	can	AUX
cte-302	13	20	observe	observe	VERB
cte-302	13	21	the	the	DET
cte-302	13	22	rapid	rapid	ADJ
cte-302	13	23	growth	growth	NOUN
cte-302	13	24	of	of	ADP
cte-302	13	25	the	the	DET
cte-302	13	26	demand	demand	NOUN
cte-302	13	27	in	in	ADP
cte-302	13	28	big	big	ADJ
cte-302	13	29	data	datum	NOUN
cte-302	13	30	analytics	analytic	NOUN
cte-302	13	31	and	and	CCONJ
cte-302	13	32	business	business	NOUN
cte-302	13	33	analytics	analytic	NOUN
cte-302	13	34	[	[	X
cte-302	13	35	4	4	NUM
cte-302	13	36	]	]	PUNCT
cte-302	13	37	.	.	PUNCT
cte-302	14	1	big	big	ADJ
cte-302	14	2	data	datum	NOUN
cte-302	14	3	and	and	CCONJ
cte-302	14	4	cloud	cloud	NOUN
cte-302	14	5	computing	compute	VERB
cte-302	14	6	solutions	solution	NOUN
cte-302	14	7	empower	empower	NOUN
cte-302	14	8	real	real	ADJ
cte-302	14	9	-	-	PUNCT
cte-302	14	10	time	time	NOUN
cte-302	14	11	decision	decision	NOUN
cte-302	14	12	-	-	PUNCT
cte-302	14	13	making	making	NOUN
cte-302	14	14	,	,	PUNCT
cte-302	14	15	identify	identify	VERB
cte-302	14	16	trends	trend	NOUN
cte-302	14	17	,	,	PUNCT
cte-302	14	18	and	and	CCONJ
cte-302	14	19	allow	allow	VERB
cte-302	14	20	for	for	ADP
cte-302	14	21	creating	create	VERB
cte-302	14	22	data	data	NOUN
cte-302	14	23	models	model	NOUN
cte-302	14	24	within	within	ADP
cte-302	14	25	the	the	DET
cte-302	14	26	most	most	ADV
cte-302	14	27	powerful	powerful	ADJ
cte-302	14	28	data	datum	NOUN
cte-302	14	29	analytics	analytic	NOUN
cte-302	14	30	solutions	solution	NOUN
cte-302	14	31	.	.	PUNCT
cte-302	15	1	cloud	cloud	NOUN
cte-302	15	2	technologies	technology	NOUN
cte-302	15	3	provide	provide	VERB
cte-302	15	4	for	for	ADP
cte-302	15	5	a	a	DET
cte-302	15	6	brand	brand	NOUN
cte-302	15	7	-	-	PUNCT
cte-302	15	8	new	new	ADJ
cte-302	15	9	way	way	NOUN
cte-302	15	10	of	of	ADP
cte-302	15	11	data	datum	NOUN
cte-302	15	12	processing	processing	NOUN
cte-302	15	13	to	to	PART
cte-302	15	14	retrieve	retrieve	VERB
cte-302	15	15	data	datum	NOUN
cte-302	15	16	and	and	CCONJ
cte-302	15	17	analytics	analytic	NOUN
cte-302	15	18	valuable	valuable	ADJ
cte-302	15	19	for	for	ADP
cte-302	15	20	business	business	NOUN
cte-302	15	21	and	and	CCONJ
cte-302	15	22	decision	decision	NOUN
cte-302	15	23	-	-	PUNCT
cte-302	15	24	making	making	NOUN
cte-302	15	25	[	[	X
cte-302	15	26	1	1	NUM
cte-302	15	27	]	]	PUNCT
cte-302	15	28	.	.	PUNCT
cte-302	15	29	"	"	PUNCT
cte-302	16	1	mazorchuk.mary@gmail.com	mazorchuk.mary@gmail.com	X
cte-302	16	2	(	(	PUNCT
cte-302	16	3	m.	m.	PROPN
cte-302	16	4	s.	s.	PROPN
cte-302	16	5	mazorchuk	mazorchuk	PROPN
cte-302	16	6	)	)	PUNCT
cte-302	16	7	;	;	PUNCT
cte-302	16	8	vakulenko_tetyana@ukr.net	vakulenko_tetyana@ukr.net	PROPN
cte-302	16	9	(	(	PUNCT
cte-302	16	10	t.	t.	PROPN
cte-302	16	11	s.	s.	PROPN
cte-302	16	12	vakulenko	vakulenko	PROPN
cte-302	16	13	)	)	PUNCT
cte-302	16	14	;	;	PUNCT
cte-302	16	15	bychko.anya@gmail.com	bychko.anya@gmail.com	X
cte-302	16	16	(	(	PUNCT
cte-302	16	17	a.	a.	NOUN
cte-302	16	18	o.	o.	NOUN
cte-302	16	19	bychko	bychko	PROPN
cte-302	16	20	)	)	PUNCT
cte-302	16	21	;	;	PUNCT
cte-302	16	22	o.kuzminska@nubip.edu.ua	o.kuzminska@nubip.edu.ua	NOUN
cte-302	16	23	(	(	PUNCT
cte-302	16	24	o.	o.	PROPN
cte-302	16	25	h.	h.	PROPN
cte-302	16	26	kuzminska	kuzminska	PROPN
cte-302	16	27	)	)	PUNCT
cte-302	16	28	;	;	PUNCT
cte-302	16	29	o.prokhorov@khai.edu	o.prokhorov@khai.edu	PROPN
cte-302	16	30	(	(	PUNCT
cte-302	16	31	o.	o.	INTJ
cte-302	16	32	v.	v.	ADP
cte-302	16	33	prokhorov	prokhorov	PROPN
cte-302	16	34	)	)	PUNCT
cte-302	16	35	~	~	PUNCT
cte-302	17	1	https://www.univer.kharkov.ua/en	https://www.univer.kharkov.ua/en	PROPN
cte-302	17	2	(	(	PUNCT
cte-302	17	3	m.	m.	PROPN
cte-302	17	4	s.	s.	PROPN
cte-302	17	5	mazorchuk	mazorchuk	PROPN
cte-302	17	6	)	)	PUNCT
cte-302	17	7	;	;	PUNCT
cte-302	17	8	https://testportal.gov.ua/l	https://testportal.gov.ua/l	ADV
cte-302	17	9	(	(	PUNCT
cte-302	17	10	t.	t.	PROPN
cte-302	17	11	s.	s.	PROPN
cte-302	17	12	vakulenko	vakulenko	PROPN
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cte-302	17	14	;	;	PUNCT
cte-302	17	15	https://nubip.edu.ua/en	https://nubip.edu.ua/en	PROPN
cte-302	17	16	(	(	PUNCT
cte-302	17	17	o.	o.	PROPN
cte-302	17	18	h.	h.	PROPN
cte-302	17	19	kuzminska	kuzminska	PROPN
cte-302	17	20	)	)	PUNCT
cte-302	17	21	;	;	PUNCT
cte-302	17	22	https://khai.edu/en/	https://khai.edu/en/	NOUN
cte-302	17	23	(	(	PUNCT
cte-302	17	24	o.	o.	NOUN
cte-302	17	25	v.	v.	ADP
cte-302	17	26	prokhorov	prokhorov	PROPN
cte-302	17	27	)	)	PUNCT
cte-302	17	28	�	�	PROPN
cte-302	17	29	0000	0000	NUM
cte-302	17	30	-	-	PUNCT
cte-302	17	31	0002	0002	NUM
cte-302	17	32	-	-	PUNCT
cte-302	17	33	4416	4416	NUM
cte-302	17	34	-	-	SYM
cte-302	17	35	8361	8361	NUM
cte-302	17	36	(	(	PUNCT
cte-302	17	37	m.	m.	NOUN
cte-302	17	38	s.	s.	PROPN
cte-302	17	39	mazorchuk	mazorchuk	PROPN
cte-302	17	40	)	)	PUNCT
cte-302	17	41	;	;	PUNCT
cte-302	17	42	0000	0000	NUM
cte-302	17	43	-	-	PUNCT
cte-302	17	44	0002	0002	NUM
cte-302	17	45	-	-	PUNCT
cte-302	17	46	7403	7403	NUM
cte-302	17	47	-	-	SYM
cte-302	17	48	1075	1075	NUM
cte-302	17	49	(	(	PUNCT
cte-302	17	50	t.	t.	PROPN
cte-302	17	51	s.	s.	PROPN
cte-302	17	52	vakulenko	vakulenko	PROPN
cte-302	17	53	)	)	PUNCT
cte-302	17	54	;	;	PUNCT
cte-302	17	55	0000	0000	NUM
cte-302	17	56	-	-	PUNCT
cte-302	17	57	0001	0001	NUM
cte-302	17	58	-	-	PUNCT
cte-302	17	59	5609	5609	NUM
cte-302	17	60	-	-	SYM
cte-302	17	61	6978	6978	NUM
cte-302	17	62	(	(	PUNCT
cte-302	17	63	a.	a.	NOUN
cte-302	17	64	o.	o.	PROPN
cte-302	17	65	bychko	bychko	PROPN
cte-302	17	66	)	)	PUNCT
cte-302	17	67	;	;	PUNCT
cte-302	17	68	0000	0000	NUM
cte-302	17	69	-	-	PUNCT
cte-302	17	70	0002	0002	NUM
cte-302	17	71	-	-	PUNCT
cte-302	17	72	8849	8849	NUM
cte-302	17	73	-	-	SYM
cte-302	17	74	9648	9648	NUM
cte-302	17	75	(	(	PUNCT
cte-302	17	76	o.	o.	PROPN
cte-302	17	77	h.	h.	PROPN
cte-302	17	78	kuzminska	kuzminska	PROPN
cte-302	17	79	)	)	PUNCT
cte-302	17	80	;	;	PUNCT
cte-302	17	81	0000	0000	NUM
cte-302	17	82	-	-	SYM
cte-302	17	83	0003	0003	NUM
cte-302	17	84	-	-	PUNCT
cte-302	17	85	4680	4680	NUM
cte-302	17	86	-	-	PUNCT
cte-302	17	87	4082	4082	NUM
cte-302	17	88	(	(	PUNCT
cte-302	17	89	o.	o.	NOUN
cte-302	17	90	v.	v.	ADP
cte-302	17	91	prokhorov	prokhorov	PROPN
cte-302	17	92	)	)	PUNCT
cte-302	17	93	cte	cte	NOUN
cte-302	17	94	workshop	workshop	NOUN
cte-302	17	95	proceedings	proceeding	NOUN
cte-302	17	96	©	©	ADP
cte-302	17	97	copyright	copyright	NOUN
cte-302	17	98	for	for	ADP
cte-302	17	99	this	this	DET
cte-302	17	100	paper	paper	NOUN
cte-302	17	101	by	by	ADP
cte-302	17	102	its	its	PRON
cte-302	17	103	authors	author	NOUN
cte-302	17	104	,	,	PUNCT
cte-302	17	105	published	publish	VERB
cte-302	17	106	by	by	ADP
cte-302	17	107	academy	academy	NOUN
cte-302	17	108	of	of	ADP
cte-302	17	109	cognitive	cognitive	ADJ
cte-302	17	110	and	and	CCONJ
cte-302	17	111	natural	natural	ADJ
cte-302	17	112	sciences	science	NOUN
cte-302	17	113	(	(	PUNCT
cte-302	17	114	acns	acns	ADJ
cte-302	17	115	)	)	PUNCT
cte-302	17	116	.	.	PUNCT
cte-302	18	1	this	this	PRON
cte-302	18	2	is	be	AUX
cte-302	18	3	an	an	DET
cte-302	18	4	open	open	ADJ
cte-302	18	5	access	access	NOUN
cte-302	18	6	article	article	NOUN
cte-302	18	7	distributed	distribute	VERB
cte-302	18	8	under	under	ADP
cte-302	18	9	the	the	DET
cte-302	18	10	terms	term	NOUN
cte-302	18	11	of	of	ADP
cte-302	18	12	the	the	DET
cte-302	18	13	creative	creative	ADJ
cte-302	18	14	commons	common	NOUN
cte-302	18	15	license	license	NOUN
cte-302	18	16	attribution	attribution	NOUN
cte-302	18	17	4.0	4.0	NUM
cte-302	18	18	international	international	NOUN
cte-302	18	19	(	(	PUNCT
cte-302	18	20	cc	cc	NOUN
cte-302	18	21	by	by	ADP
cte-302	18	22	4.0	4.0	NUM
cte-302	18	23	)	)	PUNCT
cte-302	18	24	,	,	PUNCT
cte-302	18	25	which	which	PRON
cte-302	18	26	permits	permit	VERB
cte-302	18	27	unrestricted	unrestricted	ADJ
cte-302	18	28	use	use	NOUN
cte-302	18	29	,	,	PUNCT
cte-302	18	30	distribution	distribution	NOUN
cte-302	18	31	,	,	PUNCT
cte-302	18	32	and	and	CCONJ
cte-302	18	33	reproduction	reproduction	NOUN
cte-302	18	34	in	in	ADP
cte-302	18	35	any	any	DET
cte-302	18	36	medium	medium	NOUN
cte-302	18	37	,	,	PUNCT
cte-302	18	38	provided	provide	VERB
cte-302	18	39	the	the	DET
cte-302	18	40	original	original	ADJ
cte-302	18	41	work	work	NOUN
cte-302	18	42	is	be	AUX
cte-302	18	43	properly	properly	ADV
cte-302	18	44	cited	cite	VERB
cte-302	18	45	.	.	PUNCT
cte-302	19	1	484	484	NUM
cte-302	19	2	mailto:mazorchuk.mary@gmail.com	mailto:mazorchuk.mary@gmail.com	NOUN
cte-302	19	3	mailto:vakulenko_tetyana@ukr.net	mailto:vakulenko_tetyana@ukr.net	PROPN
cte-302	19	4	mailto:bychko.anya@gmail.com	mailto:bychko.anya@gmail.com	PROPN
cte-302	19	5	mailto:o.kuzminska@nubip.edu.ua	mailto:o.kuzminska@nubip.edu.ua	PROPN
cte-302	19	6	mailto:o.prokhorov@khai.edu	mailto:o.prokhorov@khai.edu	PROPN
cte-302	19	7	https://www.univer.kharkov.ua/en	https://www.univer.kharkov.ua/en	PROPN
cte-302	19	8	https://testportal.gov.ua/l	https://testportal.gov.ua/l	ADJ
cte-302	19	9	https://nubip.edu.ua/en	https://nubip.edu.ua/en	PROPN
cte-302	19	10	https://khai.edu/en/	https://khai.edu/en/	NOUN
cte-302	19	11	https://orcid.org/0000-0002-4416-8361	https://orcid.org/0000-0002-4416-8361	PROPN
cte-302	19	12	https://orcid.org/0000-0002-7403-1075	https://orcid.org/0000-0002-7403-1075	PROPN
cte-302	19	13	https://orcid.org/0000-0001-5609-6978	https://orcid.org/0000-0001-5609-6978	PROPN
cte-302	19	14	https://orcid.org/0000-0002-8849-9648	https://orcid.org/0000-0002-8849-9648	PROPN
cte-302	19	15	https://orcid.org/0000-0003-4680-4082	https://orcid.org/0000-0003-4680-4082	PROPN
cte-302	19	16	https://acnsci.org/cte	https://acnsci.org/cte	VERB
cte-302	19	17	https://creativecommons.org/licenses/by/4.0	https://creativecommons.org/licenses/by/4.0	X
cte-302	19	18	https://acnsci.org	https://acnsci.org	PROPN
cte-302	19	19	cte	cte	NOUN
cte-302	19	20	workshop	workshop	NOUN
cte-302	19	21	proceedings	proceeding	NOUN
cte-302	19	22	,	,	PUNCT
cte-302	19	23	2021	2021	NUM
cte-302	19	24	,	,	PUNCT
cte-302	19	25	vol	vol	NOUN
cte-302	19	26	.	.	NOUN
cte-302	19	27	8	8	NUM
cte-302	19	28	:	:	PUNCT
cte-302	19	29	cte-2020	cte-2020	NOUN
cte-302	19	30	,	,	PUNCT
cte-302	19	31	pp	pp	ADP
cte-302	19	32	.	.	PUNCT
cte-302	20	1	484	484	NUM
cte-302	20	2	-	-	SYM
cte-302	20	3	494	494	NUM
cte-302	20	4	the	the	DET
cte-302	20	5	recent	recent	ADJ
cte-302	20	6	research	research	NOUN
cte-302	20	7	[	[	X
cte-302	20	8	7	7	NUM
cte-302	20	9	]	]	PUNCT
cte-302	20	10	,	,	PUNCT
cte-302	20	11	as	as	ADV
cte-302	20	12	well	well	ADV
cte-302	20	13	as	as	ADP
cte-302	20	14	the	the	DET
cte-302	20	15	agenda	agenda	NOUN
cte-302	20	16	of	of	ADP
cte-302	20	17	the	the	DET
cte-302	20	18	latest	late	ADJ
cte-302	20	19	international	international	ADJ
cte-302	20	20	conferences	conference	NOUN
cte-302	20	21	[	[	X
cte-302	20	22	8–11	8–11	NOUN
cte-302	20	23	]	]	PUNCT
cte-302	20	24	,	,	PUNCT
cte-302	20	25	prove	prove	VERB
cte-302	20	26	that	that	SCONJ
cte-302	20	27	the	the	DET
cte-302	20	28	big	big	ADJ
cte-302	20	29	data	datum	NOUN
cte-302	20	30	processing	processing	NOUN
cte-302	20	31	approaches	approach	NOUN
cte-302	20	32	are	be	AUX
cte-302	20	33	applicable	applicable	ADJ
cte-302	20	34	and	and	CCONJ
cte-302	20	35	relevant	relevant	ADJ
cte-302	20	36	for	for	ADP
cte-302	20	37	education	education	NOUN
cte-302	20	38	as	as	ADV
cte-302	20	39	well	well	ADV
cte-302	20	40	.	.	PUNCT
cte-302	21	1	horizon	horizon	NOUN
cte-302	21	2	report	report	VERB
cte-302	21	3	2020	2020	NUM
cte-302	22	1	[	[	X
cte-302	22	2	3	3	X
cte-302	22	3	]	]	PUNCT
cte-302	22	4	considers	consider	VERB
cte-302	22	5	learning	learn	VERB
cte-302	22	6	analytics	analytic	NOUN
cte-302	22	7	and	and	CCONJ
cte-302	22	8	analytics	analytic	NOUN
cte-302	22	9	of	of	ADP
cte-302	22	10	student	student	NOUN
cte-302	22	11	data	datum	NOUN
cte-302	22	12	to	to	PART
cte-302	22	13	be	be	AUX
cte-302	22	14	the	the	DET
cte-302	22	15	most	most	ADV
cte-302	22	16	promising	promising	ADJ
cte-302	22	17	areas	area	NOUN
cte-302	22	18	in	in	ADP
cte-302	22	19	educational	educational	ADJ
cte-302	22	20	technologies	technology	NOUN
cte-302	22	21	.	.	PUNCT
cte-302	23	1	being	be	AUX
cte-302	23	2	powered	power	VERB
cte-302	23	3	by	by	ADP
cte-302	23	4	cloud	cloud	NOUN
cte-302	23	5	technologies	technology	NOUN
cte-302	23	6	by	by	ADP
cte-302	23	7	google	google	PROPN
cte-302	23	8	,	,	PUNCT
cte-302	23	9	ibm	ibm	PROPN
cte-302	23	10	,	,	PUNCT
cte-302	23	11	amazon	amazon	NOUN
cte-302	23	12	,	,	PUNCT
cte-302	23	13	and	and	CCONJ
cte-302	23	14	microsoft	microsoft	PROPN
cte-302	24	1	[	[	X
cte-302	24	2	6	6	NUM
cte-302	24	3	]	]	PUNCT
cte-302	24	4	,	,	PUNCT
cte-302	24	5	learning	learn	VERB
cte-302	24	6	analytics	analytic	NOUN
cte-302	24	7	can	can	AUX
cte-302	24	8	empower	empower	VERB
cte-302	24	9	effective	effective	ADJ
cte-302	24	10	decisionmaking	decisionmake	VERB
cte-302	24	11	on	on	ADP
cte-302	24	12	the	the	DET
cte-302	24	13	level	level	NOUN
cte-302	24	14	of	of	ADP
cte-302	24	15	an	an	DET
cte-302	24	16	educational	educational	ADJ
cte-302	24	17	institution	institution	NOUN
cte-302	24	18	,	,	PUNCT
cte-302	24	19	a	a	DET
cte-302	24	20	region	region	NOUN
cte-302	24	21	,	,	PUNCT
cte-302	24	22	or	or	CCONJ
cte-302	24	23	the	the	DET
cte-302	24	24	whole	whole	ADJ
cte-302	24	25	world	world	NOUN
cte-302	24	26	.	.	PUNCT
cte-302	25	1	besides	besides	SCONJ
cte-302	25	2	,	,	PUNCT
cte-302	25	3	a	a	DET
cte-302	25	4	vast	vast	ADJ
cte-302	25	5	amount	amount	NOUN
cte-302	25	6	of	of	ADP
cte-302	25	7	data	datum	NOUN
cte-302	25	8	is	be	AUX
cte-302	25	9	available	available	ADJ
cte-302	25	10	for	for	ADP
cte-302	25	11	the	the	DET
cte-302	25	12	public	public	NOUN
cte-302	25	13	,	,	PUNCT
cte-302	25	14	so	so	CCONJ
cte-302	25	15	it	it	PRON
cte-302	25	16	is	be	AUX
cte-302	25	17	easy	easy	ADJ
cte-302	25	18	to	to	PART
cte-302	25	19	utilize	utilize	VERB
cte-302	25	20	for	for	ADP
cte-302	25	21	research	research	NOUN
cte-302	25	22	.	.	PUNCT
cte-302	26	1	on	on	ADP
cte-302	26	2	the	the	DET
cte-302	26	3	local	local	ADJ
cte-302	26	4	level	level	NOUN
cte-302	26	5	,	,	PUNCT
cte-302	26	6	introducing	introduce	VERB
cte-302	26	7	the	the	DET
cte-302	26	8	learning	learning	NOUN
cte-302	26	9	analytics	analytic	NOUN
cte-302	26	10	can	can	AUX
cte-302	26	11	facilitate	facilitate	VERB
cte-302	26	12	:	:	PUNCT
cte-302	26	13	•	•	ADP
cte-302	26	14	building	build	VERB
cte-302	26	15	the	the	DET
cte-302	26	16	educational	educational	ADJ
cte-302	26	17	trajectories	trajectory	NOUN
cte-302	26	18	for	for	ADP
cte-302	26	19	the	the	DET
cte-302	26	20	college	college	NOUN
cte-302	26	21	undergraduate	undergraduate	NOUN
cte-302	26	22	students	student	NOUN
cte-302	26	23	[	[	X
cte-302	26	24	13	13	NUM
cte-302	26	25	]	]	PUNCT
cte-302	26	26	,	,	PUNCT
cte-302	26	27	•	•	ADV
cte-302	26	28	leveraging	leverage	VERB
cte-302	26	29	data	datum	NOUN
cte-302	26	30	on	on	ADP
cte-302	26	31	the	the	DET
cte-302	26	32	students	student	NOUN
cte-302	26	33	’	'	PUNCT
cte-302	26	34	activities	activity	NOUN
cte-302	26	35	to	to	PART
cte-302	26	36	support	support	VERB
cte-302	26	37	them	they	PRON
cte-302	26	38	during	during	ADP
cte-302	26	39	online	online	ADJ
cte-302	26	40	learning	learning	NOUN
cte-302	27	1	[	[	X
cte-302	27	2	16	16	NUM
cte-302	27	3	]	]	PUNCT
cte-302	27	4	,	,	PUNCT
cte-302	27	5	analyzing	analyze	VERB
cte-302	27	6	the	the	DET
cte-302	27	7	influence	influence	NOUN
cte-302	27	8	of	of	ADP
cte-302	27	9	group	group	NOUN
cte-302	27	10	behavior	behavior	NOUN
cte-302	27	11	on	on	ADP
cte-302	27	12	the	the	DET
cte-302	27	13	individual	individual	ADJ
cte-302	27	14	student	student	NOUN
cte-302	27	15	’s	’s	PART
cte-302	27	16	success	success	NOUN
cte-302	28	1	[	[	X
cte-302	28	2	19	19	NUM
cte-302	28	3	]	]	PUNCT
cte-302	28	4	,	,	PUNCT
cte-302	28	5	•	•	NUM
cte-302	28	6	analyzing	analyze	VERB
cte-302	28	7	the	the	DET
cte-302	28	8	external	external	ADJ
cte-302	28	9	independent	independent	ADJ
cte-302	28	10	evaluation	evaluation	NOUN
cte-302	28	11	(	(	PUNCT
cte-302	28	12	eit	eit	NOUN
cte-302	28	13	)	)	PUNCT
cte-302	28	14	data	datum	NOUN
cte-302	28	15	to	to	PART
cte-302	28	16	decide	decide	VERB
cte-302	28	17	on	on	ADP
cte-302	28	18	the	the	DET
cte-302	28	19	school	school	NOUN
cte-302	28	20	for	for	ADP
cte-302	28	21	a	a	DET
cte-302	28	22	pupil	pupil	NOUN
cte-302	28	23	[	[	X
cte-302	28	24	5	5	NUM
cte-302	28	25	]	]	PUNCT
cte-302	28	26	.	.	PUNCT
cte-302	29	1	across	across	ADP
cte-302	29	2	the	the	DET
cte-302	29	3	world	world	NOUN
cte-302	29	4	,	,	PUNCT
cte-302	29	5	the	the	DET
cte-302	29	6	researchers	researcher	NOUN
cte-302	29	7	analyze	analyze	VERB
cte-302	29	8	the	the	DET
cte-302	29	9	volumes	volume	NOUN
cte-302	29	10	of	of	ADP
cte-302	29	11	data	datum	NOUN
cte-302	29	12	received	receive	VERB
cte-302	29	13	from	from	ADP
cte-302	29	14	the	the	DET
cte-302	29	15	international	international	ADJ
cte-302	29	16	exams	exam	NOUN
cte-302	29	17	.	.	PUNCT
cte-302	30	1	for	for	ADP
cte-302	30	2	instance	instance	NOUN
cte-302	30	3	,	,	PUNCT
cte-302	30	4	the	the	DET
cte-302	30	5	educational	educational	ADJ
cte-302	30	6	community	community	NOUN
cte-302	30	7	keeps	keep	VERB
cte-302	30	8	on	on	ADP
cte-302	30	9	track	track	NOUN
cte-302	30	10	of	of	ADP
cte-302	30	11	research	research	NOUN
cte-302	30	12	that	that	PRON
cte-302	30	13	studies	study	VERB
cte-302	30	14	the	the	DET
cte-302	30	15	influence	influence	NOUN
cte-302	30	16	of	of	ADP
cte-302	30	17	the	the	DET
cte-302	30	18	family	family	NOUN
cte-302	30	19	background	background	NOUN
cte-302	30	20	(	(	PUNCT
cte-302	30	21	including	include	VERB
cte-302	30	22	social	social	ADJ
cte-302	30	23	,	,	PUNCT
cte-302	30	24	economic	economic	ADJ
cte-302	30	25	,	,	PUNCT
cte-302	30	26	and	and	CCONJ
cte-302	30	27	cultural	cultural	ADJ
cte-302	30	28	factors	factor	NOUN
cte-302	30	29	)	)	PUNCT
cte-302	30	30	on	on	ADP
cte-302	30	31	the	the	DET
cte-302	30	32	students	student	NOUN
cte-302	30	33	’	'	PUNCT
cte-302	30	34	success	success	NOUN
cte-302	30	35	[	[	X
cte-302	30	36	12	12	NUM
cte-302	30	37	,	,	PUNCT
cte-302	30	38	18	18	NUM
cte-302	30	39	]	]	PUNCT
cte-302	30	40	.	.	PUNCT
cte-302	31	1	however	however	ADV
cte-302	31	2	,	,	PUNCT
cte-302	31	3	many	many	ADJ
cte-302	31	4	analysts	analyst	NOUN
cte-302	31	5	still	still	ADV
cte-302	31	6	can	can	AUX
cte-302	31	7	not	not	PART
cte-302	31	8	take	take	VERB
cte-302	31	9	the	the	DET
cte-302	31	10	advantage	advantage	NOUN
cte-302	31	11	of	of	ADP
cte-302	31	12	the	the	DET
cte-302	31	13	analytics	analytic	NOUN
cte-302	31	14	provided	provide	VERB
cte-302	31	15	by	by	ADP
cte-302	31	16	international	international	ADJ
cte-302	31	17	research	research	NOUN
cte-302	31	18	such	such	ADJ
cte-302	31	19	as	as	ADP
cte-302	31	20	pisa	pisa	PROPN
cte-302	31	21	,	,	PUNCT
cte-302	31	22	timss	timss	NOUN
cte-302	31	23	,	,	PUNCT
cte-302	31	24	pirls	pirl	NOUN
cte-302	31	25	,	,	PUNCT
cte-302	31	26	piaac	piaac	ADJ
cte-302	31	27	,	,	PUNCT
cte-302	31	28	naep	naep	ADJ
cte-302	31	29	,	,	PUNCT
cte-302	31	30	and	and	CCONJ
cte-302	31	31	talis	talis	X
cte-302	32	1	[	[	X
cte-302	32	2	2	2	NUM
cte-302	32	3	]	]	PUNCT
cte-302	32	4	.	.	PUNCT
cte-302	33	1	the	the	DET
cte-302	33	2	results	result	NOUN
cte-302	33	3	are	be	AUX
cte-302	33	4	available	available	ADJ
cte-302	33	5	for	for	ADP
cte-302	33	6	the	the	DET
cte-302	33	7	public	public	NOUN
cte-302	33	8	,	,	PUNCT
cte-302	33	9	and	and	CCONJ
cte-302	33	10	it	it	PRON
cte-302	33	11	’s	’	VERB
cte-302	33	12	possible	possible	ADJ
cte-302	33	13	to	to	PART
cte-302	33	14	access	access	VERB
cte-302	33	15	the	the	DET
cte-302	33	16	databases	database	NOUN
cte-302	33	17	and	and	CCONJ
cte-302	33	18	technical	technical	ADJ
cte-302	33	19	data	datum	NOUN
cte-302	33	20	,	,	PUNCT
cte-302	33	21	but	but	CCONJ
cte-302	33	22	not	not	PART
cte-302	33	23	every	every	DET
cte-302	33	24	researcher	researcher	NOUN
cte-302	33	25	has	have	VERB
cte-302	33	26	a	a	DET
cte-302	33	27	full	full	ADJ
cte-302	33	28	understanding	understanding	NOUN
cte-302	33	29	of	of	ADP
cte-302	33	30	the	the	DET
cte-302	33	31	research	research	NOUN
cte-302	33	32	methodology	methodology	NOUN
cte-302	33	33	and	and	CCONJ
cte-302	33	34	tools	tool	NOUN
cte-302	33	35	.	.	PUNCT
cte-302	34	1	for	for	ADP
cte-302	34	2	instance	instance	NOUN
cte-302	34	3	,	,	PUNCT
cte-302	34	4	to	to	PART
cte-302	34	5	make	make	VERB
cte-302	34	6	full	full	ADJ
cte-302	34	7	use	use	NOUN
cte-302	34	8	of	of	ADP
cte-302	34	9	data	datum	NOUN
cte-302	34	10	,	,	PUNCT
cte-302	34	11	analysts	analyst	NOUN
cte-302	34	12	require	require	VERB
cte-302	34	13	background	background	NOUN
cte-302	34	14	knowledge	knowledge	NOUN
cte-302	34	15	of	of	ADP
cte-302	34	16	calculation	calculation	NOUN
cte-302	34	17	methodology	methodology	NOUN
cte-302	34	18	,	,	PUNCT
cte-302	34	19	data	data	NOUN
cte-302	34	20	structure	structure	NOUN
cte-302	34	21	and	and	CCONJ
cte-302	34	22	data	datum	NOUN
cte-302	34	23	processing	processing	NOUN
cte-302	34	24	algorithms	algorithm	NOUN
cte-302	34	25	of	of	ADP
cte-302	34	26	the	the	DET
cte-302	34	27	research	research	NOUN
cte-302	34	28	they	they	PRON
cte-302	34	29	work	work	VERB
cte-302	34	30	with	with	ADP
cte-302	34	31	.	.	PUNCT
cte-302	35	1	focusing	focus	VERB
cte-302	35	2	on	on	ADP
cte-302	35	3	the	the	DET
cte-302	35	4	pisa	pisa	PROPN
cte-302	35	5	project	project	PROPN
cte-302	35	6	,	,	PUNCT
cte-302	35	7	which	which	PRON
cte-302	35	8	it	it	PRON
cte-302	35	9	is	be	AUX
cte-302	35	10	currently	currently	ADV
cte-302	35	11	the	the	DET
cte-302	35	12	most	most	ADV
cte-302	35	13	noticeable	noticeable	ADJ
cte-302	35	14	and	and	CCONJ
cte-302	35	15	comprehensive	comprehensive	ADJ
cte-302	35	16	evaluation	evaluation	NOUN
cte-302	35	17	project	project	NOUN
cte-302	35	18	in	in	ADP
cte-302	35	19	ukraine	ukraine	NOUN
cte-302	35	20	[	[	X
cte-302	35	21	2	2	NUM
cte-302	35	22	]	]	PUNCT
cte-302	35	23	.	.	PUNCT
cte-302	36	1	in	in	ADP
cte-302	36	2	2018	2018	NUM
cte-302	36	3	,	,	PUNCT
cte-302	36	4	ukraine	ukraine	PROPN
cte-302	36	5	participated	participate	VERB
cte-302	36	6	in	in	ADP
cte-302	36	7	the	the	DET
cte-302	36	8	program	program	NOUN
cte-302	36	9	for	for	ADP
cte-302	36	10	international	international	ADJ
cte-302	36	11	student	student	NOUN
cte-302	36	12	assessment	assessment	NOUN
cte-302	36	13	(	(	PUNCT
cte-302	36	14	pisa	pisa	PROPN
cte-302	36	15	)	)	PUNCT
cte-302	36	16	for	for	ADP
cte-302	36	17	the	the	DET
cte-302	36	18	first	first	ADJ
cte-302	36	19	time	time	NOUN
cte-302	36	20	,	,	PUNCT
cte-302	36	21	yet	yet	CCONJ
cte-302	36	22	the	the	DET
cte-302	36	23	question	question	NOUN
cte-302	36	24	of	of	ADP
cte-302	36	25	efficiently	efficiently	ADV
cte-302	36	26	utilizing	utilize	VERB
cte-302	36	27	the	the	DET
cte-302	36	28	pisa	pisa	PROPN
cte-302	36	29	data	data	PROPN
cte-302	36	30	is	be	AUX
cte-302	36	31	still	still	ADV
cte-302	36	32	open	open	ADJ
cte-302	36	33	to	to	ADP
cte-302	36	34	negotiation	negotiation	NOUN
cte-302	36	35	[	[	X
cte-302	36	36	14	14	NUM
cte-302	36	37	]	]	PUNCT
cte-302	36	38	.	.	PUNCT
cte-302	37	1	the	the	DET
cte-302	37	2	ukrainian	ukrainian	ADJ
cte-302	37	3	researchers	researcher	NOUN
cte-302	37	4	would	would	AUX
cte-302	37	5	have	have	VERB
cte-302	37	6	leveraged	leverage	VERB
cte-302	37	7	pisa	pisa	NOUN
cte-302	37	8	data	datum	NOUN
cte-302	37	9	as	as	ADP
cte-302	37	10	a	a	DET
cte-302	37	11	consistent	consistent	ADJ
cte-302	37	12	input	input	NOUN
cte-302	37	13	for	for	ADP
cte-302	37	14	analysis	analysis	NOUN
cte-302	37	15	and	and	CCONJ
cte-302	37	16	synthesis	synthesis	NOUN
cte-302	37	17	,	,	PUNCT
cte-302	37	18	indicating	indicate	VERB
cte-302	37	19	and	and	CCONJ
cte-302	37	20	solving	solve	VERB
cte-302	37	21	problems	problem	NOUN
cte-302	37	22	in	in	ADP
cte-302	37	23	our	our	PRON
cte-302	37	24	education	education	NOUN
cte-302	37	25	system	system	NOUN
cte-302	37	26	.	.	PUNCT
cte-302	38	1	though	though	ADV
cte-302	38	2	,	,	PUNCT
cte-302	38	3	published	publish	VERB
cte-302	38	4	at	at	ADP
cte-302	38	5	the	the	DET
cte-302	38	6	end	end	NOUN
cte-302	38	7	of	of	ADP
cte-302	38	8	2019	2019	NUM
cte-302	38	9	,	,	PUNCT
cte-302	38	10	the	the	DET
cte-302	38	11	pisa	pisa	PROPN
cte-302	38	12	analytical	analytical	ADJ
cte-302	38	13	reports	report	NOUN
cte-302	38	14	were	be	AUX
cte-302	38	15	hardly	hardly	ADV
cte-302	38	16	utilized	utilize	VERB
cte-302	38	17	to	to	PART
cte-302	38	18	analyze	analyze	VERB
cte-302	38	19	the	the	DET
cte-302	38	20	current	current	ADJ
cte-302	38	21	state	state	NOUN
cte-302	38	22	of	of	ADP
cte-302	38	23	education	education	NOUN
cte-302	38	24	in	in	ADP
cte-302	38	25	ukraine	ukraine	NOUN
cte-302	38	26	.	.	PUNCT
cte-302	39	1	we	we	PRON
cte-302	39	2	can	can	AUX
cte-302	39	3	not	not	PART
cte-302	39	4	get	get	VERB
cte-302	39	5	away	away	ADV
cte-302	39	6	from	from	ADP
cte-302	39	7	the	the	DET
cte-302	39	8	fact	fact	NOUN
cte-302	39	9	that	that	SCONJ
cte-302	39	10	pisa	pisa	PROPN
cte-302	39	11	reports	report	NOUN
cte-302	39	12	contain	contain	VERB
cte-302	39	13	analytical	analytical	ADJ
cte-302	39	14	data	datum	NOUN
cte-302	39	15	that	that	PRON
cte-302	39	16	reveal	reveal	VERB
cte-302	39	17	how	how	SCONJ
cte-302	39	18	our	our	PRON
cte-302	39	19	cultural	cultural	ADJ
cte-302	39	20	,	,	PUNCT
cte-302	39	21	social	social	ADJ
cte-302	39	22	,	,	PUNCT
cte-302	39	23	economic	economic	ADJ
cte-302	39	24	,	,	PUNCT
cte-302	39	25	and	and	CCONJ
cte-302	39	26	educational	educational	ADJ
cte-302	39	27	environment	environment	NOUN
cte-302	39	28	influences	influence	VERB
cte-302	39	29	the	the	DET
cte-302	39	30	success	success	NOUN
cte-302	39	31	of	of	ADP
cte-302	39	32	ukrainian	ukrainian	ADJ
cte-302	39	33	students	student	NOUN
cte-302	39	34	.	.	PUNCT
cte-302	40	1	the	the	DET
cte-302	40	2	data	datum	NOUN
cte-302	40	3	is	be	AUX
cte-302	40	4	evidenced	evidence	VERB
cte-302	40	5	by	by	ADP
cte-302	40	6	precise	precise	ADJ
cte-302	40	7	calculations	calculation	NOUN
cte-302	40	8	and	and	CCONJ
cte-302	40	9	introduces	introduce	VERB
cte-302	40	10	the	the	DET
cte-302	40	11	researchers	researcher	NOUN
cte-302	40	12	to	to	ADP
cte-302	40	13	the	the	DET
cte-302	40	14	most	most	ADV
cte-302	40	15	entire	entire	ADJ
cte-302	40	16	gamut	gamut	NOUN
cte-302	40	17	.	.	PUNCT
cte-302	41	1	however	however	ADV
cte-302	41	2	,	,	PUNCT
cte-302	41	3	not	not	PART
cte-302	41	4	every	every	DET
cte-302	41	5	analyst	analyst	NOUN
cte-302	41	6	can	can	AUX
cte-302	41	7	manage	manage	VERB
cte-302	41	8	the	the	DET
cte-302	41	9	research	research	NOUN
cte-302	41	10	results	result	NOUN
cte-302	41	11	without	without	ADP
cte-302	41	12	additional	additional	ADJ
cte-302	41	13	training	training	NOUN
cte-302	41	14	,	,	PUNCT
cte-302	41	15	which	which	PRON
cte-302	41	16	takes	take	VERB
cte-302	41	17	them	they	PRON
cte-302	41	18	time	time	NOUN
cte-302	41	19	and	and	CCONJ
cte-302	41	20	effort	effort	NOUN
cte-302	41	21	.	.	PUNCT
cte-302	42	1	challenges	challenge	NOUN
cte-302	42	2	that	that	PRON
cte-302	42	3	arise	arise	VERB
cte-302	42	4	for	for	ADP
cte-302	42	5	them	they	PRON
cte-302	42	6	when	when	SCONJ
cte-302	42	7	it	it	PRON
cte-302	42	8	comes	come	VERB
cte-302	42	9	to	to	ADP
cte-302	42	10	processing	processing	NOUN
cte-302	42	11	data	datum	NOUN
cte-302	42	12	provided	provide	VERB
cte-302	42	13	by	by	ADP
cte-302	42	14	pisa	pisa	NOUN
cte-302	42	15	or	or	CCONJ
cte-302	42	16	any	any	DET
cte-302	42	17	other	other	ADJ
cte-302	42	18	international	international	ADJ
cte-302	42	19	research	research	NOUN
cte-302	42	20	are	be	AUX
cte-302	42	21	the	the	DET
cte-302	42	22	following	follow	VERB
cte-302	42	23	:	:	PUNCT
cte-302	42	24	•	•	ADP
cte-302	42	25	the	the	DET
cte-302	42	26	analysts	analyst	NOUN
cte-302	42	27	have	have	VERB
cte-302	42	28	not	not	PART
cte-302	42	29	enough	enough	ADJ
cte-302	42	30	background	background	NOUN
cte-302	42	31	understanding	understand	VERB
cte-302	42	32	the	the	DET
cte-302	42	33	research	research	NOUN
cte-302	42	34	structure	structure	NOUN
cte-302	42	35	and	and	CCONJ
cte-302	42	36	evaluation	evaluation	NOUN
cte-302	42	37	techniques	technique	NOUN
cte-302	42	38	,	,	PUNCT
cte-302	42	39	485	485	NUM
cte-302	42	40	cte	cte	NOUN
cte-302	42	41	workshop	workshop	NOUN
cte-302	42	42	proceedings	proceeding	NOUN
cte-302	42	43	,	,	PUNCT
cte-302	42	44	2021	2021	NUM
cte-302	42	45	,	,	PUNCT
cte-302	42	46	vol	vol	NOUN
cte-302	42	47	.	.	NOUN
cte-302	42	48	8	8	NUM
cte-302	42	49	:	:	PUNCT
cte-302	42	50	cte-2020	cte-2020	NOUN
cte-302	42	51	,	,	PUNCT
cte-302	42	52	pp	pp	ADP
cte-302	42	53	.	.	PUNCT
cte-302	43	1	484	484	NUM
cte-302	43	2	-	-	SYM
cte-302	43	3	494	494	NUM
cte-302	43	4	•	•	NOUN
cte-302	43	5	the	the	DET
cte-302	43	6	analysts	analyst	NOUN
cte-302	43	7	receive	receive	VERB
cte-302	43	8	too	too	ADV
cte-302	43	9	much	much	ADJ
cte-302	43	10	data	datum	NOUN
cte-302	43	11	,	,	PUNCT
cte-302	43	12	that	that	PRON
cte-302	43	13	seems	seem	VERB
cte-302	43	14	to	to	ADP
cte-302	43	15	them	they	PRON
cte-302	43	16	unstructured	unstructured	ADJ
cte-302	43	17	and	and	CCONJ
cte-302	43	18	difficult	difficult	ADJ
cte-302	43	19	to	to	PART
cte-302	43	20	process	process	VERB
cte-302	43	21	,	,	PUNCT
cte-302	43	22	•	•	CCONJ
cte-302	43	23	the	the	DET
cte-302	43	24	analysts	analyst	NOUN
cte-302	43	25	can	can	AUX
cte-302	43	26	be	be	AUX
cte-302	43	27	confused	confuse	VERB
cte-302	43	28	with	with	ADP
cte-302	43	29	the	the	DET
cte-302	43	30	research	research	NOUN
cte-302	43	31	-	-	PUNCT
cte-302	43	32	specific	specific	ADJ
cte-302	43	33	terminology	terminology	NOUN
cte-302	43	34	.	.	PUNCT
cte-302	44	1	we	we	PRON
cte-302	44	2	aim	aim	VERB
cte-302	44	3	to	to	PART
cte-302	44	4	make	make	VERB
cte-302	44	5	the	the	DET
cte-302	44	6	results	result	NOUN
cte-302	44	7	of	of	ADP
cte-302	44	8	any	any	DET
cte-302	44	9	international	international	ADJ
cte-302	44	10	research	research	NOUN
cte-302	44	11	more	more	ADV
cte-302	44	12	accessible	accessible	ADJ
cte-302	44	13	,	,	PUNCT
cte-302	44	14	to	to	PART
cte-302	44	15	allow	allow	VERB
cte-302	44	16	more	more	ADJ
cte-302	44	17	analysts	analyst	NOUN
cte-302	44	18	to	to	PART
cte-302	44	19	use	use	VERB
cte-302	44	20	the	the	DET
cte-302	44	21	analytical	analytical	ADJ
cte-302	44	22	results	result	NOUN
cte-302	44	23	for	for	ADP
cte-302	44	24	their	their	PRON
cte-302	44	25	independent	independent	ADJ
cte-302	44	26	research	research	NOUN
cte-302	44	27	and	and	CCONJ
cte-302	44	28	get	get	VERB
cte-302	44	29	the	the	DET
cte-302	44	30	most	most	ADJ
cte-302	44	31	out	out	ADP
cte-302	44	32	of	of	ADP
cte-302	44	33	the	the	DET
cte-302	44	34	supplied	supply	VERB
cte-302	44	35	data	datum	NOUN
cte-302	44	36	.	.	PUNCT
cte-302	45	1	this	this	DET
cte-302	45	2	research	research	NOUN
cte-302	45	3	suggests	suggest	VERB
cte-302	45	4	developing	develop	VERB
cte-302	45	5	a	a	DET
cte-302	45	6	web	web	NOUN
cte-302	45	7	application	application	NOUN
cte-302	45	8	that	that	PRON
cte-302	45	9	would	would	AUX
cte-302	45	10	allow	allow	VERB
cte-302	45	11	the	the	DET
cte-302	45	12	educational	educational	ADJ
cte-302	45	13	community	community	NOUN
cte-302	45	14	to	to	PART
cte-302	45	15	assess	assess	VERB
cte-302	45	16	pisa	pisa	PROPN
cte-302	45	17	results	result	NOUN
cte-302	45	18	in	in	ADP
cte-302	45	19	the	the	DET
cte-302	45	20	most	most	ADV
cte-302	45	21	transparent	transparent	ADJ
cte-302	45	22	and	and	CCONJ
cte-302	45	23	user	user	NOUN
cte-302	45	24	-	-	PUNCT
cte-302	45	25	friendly	friendly	ADJ
cte-302	45	26	format	format	NOUN
cte-302	45	27	.	.	PUNCT
cte-302	46	1	2	2	X
cte-302	46	2	.	.	X
cte-302	46	3	analysis	analysis	NOUN
cte-302	46	4	of	of	ADP
cte-302	46	5	pisa	pisa	ADJ
cte-302	46	6	tools	tool	NOUN
cte-302	46	7	for	for	ADP
cte-302	46	8	results	result	NOUN
cte-302	46	9	processing	process	VERB
cte-302	46	10	pisa	pisa	NOUN
cte-302	46	11	utilizes	utilize	VERB
cte-302	46	12	three	three	NUM
cte-302	46	13	main	main	ADJ
cte-302	46	14	software	software	NOUN
cte-302	46	15	tools	tool	NOUN
cte-302	46	16	for	for	ADP
cte-302	46	17	data	data	NOUN
cte-302	46	18	processing	processing	NOUN
cte-302	46	19	:	:	PUNCT
cte-302	46	20	the	the	DET
cte-302	46	21	idb	idb	PROPN
cte-302	46	22	analyzer	analyzer	PROPN
cte-302	46	23	application	application	NOUN
cte-302	46	24	,	,	PUNCT
cte-302	46	25	free	free	ADJ
cte-302	46	26	environment	environment	NOUN
cte-302	46	27	for	for	ADP
cte-302	46	28	static	static	ADJ
cte-302	46	29	data	datum	NOUN
cte-302	46	30	analysis	analysis	NOUN
cte-302	46	31	r	r	NOUN
cte-302	46	32	intsvy	intsvy	NOUN
cte-302	46	33	,	,	PUNCT
cte-302	46	34	and	and	CCONJ
cte-302	46	35	the	the	DET
cte-302	46	36	pisa	pisa	PROPN
cte-302	46	37	data	data	PROPN
cte-302	46	38	explorer	explorer	PROPN
cte-302	46	39	web	web	NOUN
cte-302	46	40	application	application	NOUN
cte-302	46	41	powered	power	VERB
cte-302	46	42	by	by	ADP
cte-302	46	43	cloud	cloud	NOUN
cte-302	46	44	technologies	technology	NOUN
cte-302	46	45	.	.	PUNCT
cte-302	47	1	idb	idb	PROPN
cte-302	47	2	analyzer	analyzer	PROPN
cte-302	47	3	is	be	AUX
cte-302	47	4	free	free	ADJ
cte-302	47	5	software	software	NOUN
cte-302	47	6	that	that	PRON
cte-302	47	7	allows	allow	VERB
cte-302	47	8	for	for	ADP
cte-302	47	9	generating	generate	VERB
cte-302	47	10	scripts	script	NOUN
cte-302	47	11	for	for	ADP
cte-302	47	12	commercial	commercial	ADJ
cte-302	47	13	spss	spss	NOUN
cte-302	47	14	(	(	PUNCT
cte-302	47	15	statistical	statistical	ADJ
cte-302	47	16	package	package	NOUN
cte-302	47	17	for	for	ADP
cte-302	47	18	the	the	DET
cte-302	47	19	social	social	ADJ
cte-302	47	20	sciences	science	NOUN
cte-302	47	21	)	)	PUNCT
cte-302	47	22	or	or	CCONJ
cte-302	47	23	sas	sas	PROPN
cte-302	47	24	(	(	PUNCT
cte-302	47	25	statistical	statistical	ADJ
cte-302	47	26	analysis	analysis	NOUN
cte-302	47	27	software	software	NOUN
cte-302	47	28	)	)	PUNCT
cte-302	47	29	packages	package	NOUN
cte-302	47	30	,	,	PUNCT
cte-302	47	31	each	each	PRON
cte-302	47	32	of	of	ADP
cte-302	47	33	those	those	PRON
cte-302	47	34	has	have	VERB
cte-302	47	35	a	a	DET
cte-302	47	36	cloud	cloud	ADJ
cte-302	47	37	solution	solution	NOUN
cte-302	47	38	.	.	PUNCT
cte-302	48	1	the	the	DET
cte-302	48	2	tool	tool	NOUN
cte-302	48	3	considers	consider	VERB
cte-302	48	4	the	the	DET
cte-302	48	5	students	student	NOUN
cte-302	48	6	’	’	PART
cte-302	48	7	selection	selection	NOUN
cte-302	48	8	when	when	SCONJ
cte-302	48	9	calculating	calculate	VERB
cte-302	48	10	the	the	DET
cte-302	48	11	standard	standard	ADJ
cte-302	48	12	deviation	deviation	NOUN
cte-302	48	13	and	and	CCONJ
cte-302	48	14	the	the	DET
cte-302	48	15	scheme	scheme	NOUN
cte-302	48	16	of	of	ADP
cte-302	48	17	the	the	DET
cte-302	48	18	test	test	NOUN
cte-302	48	19	book	book	NOUN
cte-302	48	20	rotation	rotation	NOUN
cte-302	48	21	(	(	PUNCT
cte-302	48	22	plausible	plausible	ADJ
cte-302	48	23	value	value	NOUN
cte-302	48	24	–	–	PUNCT
cte-302	48	25	the	the	DET
cte-302	48	26	probable	probable	ADJ
cte-302	48	27	values	value	NOUN
cte-302	48	28	of	of	ADP
cte-302	48	29	the	the	DET
cte-302	48	30	students	student	NOUN
cte-302	48	31	’	'	PUNCT
cte-302	48	32	results	result	NOUN
cte-302	48	33	)	)	PUNCT
cte-302	48	34	.	.	PUNCT
cte-302	49	1	idb	idb	PROPN
cte-302	49	2	analyzer	analyzer	PROPN
cte-302	49	3	generates	generate	VERB
cte-302	49	4	code	code	NOUN
cte-302	49	5	that	that	PRON
cte-302	49	6	allows	allow	VERB
cte-302	49	7	users	user	NOUN
cte-302	49	8	to	to	PART
cte-302	49	9	process	process	VERB
cte-302	49	10	descriptive	descriptive	ADJ
cte-302	49	11	statistics	statistic	NOUN
cte-302	49	12	and	and	CCONJ
cte-302	49	13	verify	verify	VERB
cte-302	49	14	the	the	DET
cte-302	49	15	statistical	statistical	ADJ
cte-302	49	16	hypothesis	hypothesis	NOUN
cte-302	49	17	without	without	ADP
cte-302	49	18	writing	write	VERB
cte-302	49	19	the	the	DET
cte-302	49	20	code	code	NOUN
cte-302	49	21	in	in	ADP
cte-302	49	22	spss	spss	PROPN
cte-302	49	23	or	or	CCONJ
cte-302	49	24	sas	sas	PROPN
cte-302	49	25	.	.	PUNCT
cte-302	50	1	though	though	ADV
cte-302	50	2	,	,	PUNCT
cte-302	50	3	utilizing	utilize	VERB
cte-302	50	4	idb	idb	PROPN
cte-302	50	5	analyzer	analyzer	NOUN
cte-302	50	6	requires	require	VERB
cte-302	50	7	both	both	DET
cte-302	50	8	skills	skill	NOUN
cte-302	50	9	with	with	ADP
cte-302	50	10	spss	spss	PROPN
cte-302	50	11	and/or	and/or	CCONJ
cte-302	50	12	sas	sas	PROPN
cte-302	50	13	,	,	PUNCT
cte-302	50	14	and	and	CCONJ
cte-302	50	15	installing	instal	VERB
cte-302	50	16	commercial	commercial	ADJ
cte-302	50	17	software	software	NOUN
cte-302	50	18	.	.	PUNCT
cte-302	51	1	besides	besides	SCONJ
cte-302	51	2	,	,	PUNCT
cte-302	51	3	it	it	PRON
cte-302	51	4	requires	require	VERB
cte-302	51	5	data	datum	NOUN
cte-302	51	6	preprocessing	preprocessing	NOUN
cte-302	51	7	(	(	PUNCT
cte-302	51	8	uploading	uploading	NOUN
cte-302	51	9	and	and	CCONJ
cte-302	51	10	cleansing	cleansing	NOUN
cte-302	51	11	)	)	PUNCT
cte-302	51	12	.	.	PUNCT
cte-302	52	1	also	also	ADV
cte-302	52	2	,	,	PUNCT
cte-302	52	3	the	the	DET
cte-302	52	4	researchers	researcher	NOUN
cte-302	52	5	require	require	VERB
cte-302	52	6	certain	certain	ADJ
cte-302	52	7	skills	skill	NOUN
cte-302	52	8	and	and	CCONJ
cte-302	52	9	expertise	expertise	NOUN
cte-302	52	10	with	with	ADP
cte-302	52	11	data	datum	NOUN
cte-302	52	12	processing	processing	NOUN
cte-302	52	13	.	.	PUNCT
cte-302	53	1	intsvy	intsvy	PROPN
cte-302	53	2	is	be	AUX
cte-302	53	3	a	a	DET
cte-302	53	4	free	free	ADJ
cte-302	53	5	r	r	NOUN
cte-302	53	6	program	program	NOUN
cte-302	53	7	package	package	NOUN
cte-302	53	8	for	for	ADP
cte-302	53	9	processing	process	VERB
cte-302	53	10	the	the	DET
cte-302	53	11	pisa	pisa	NOUN
cte-302	53	12	,	,	PUNCT
cte-302	53	13	timss	timss	NOUN
cte-302	53	14	,	,	PUNCT
cte-302	53	15	pirls	pirl	NOUN
cte-302	53	16	,	,	PUNCT
cte-302	53	17	piaac	piaac	ADJ
cte-302	53	18	and	and	CCONJ
cte-302	53	19	icils	icil	NOUN
cte-302	53	20	results	result	NOUN
cte-302	53	21	.	.	PUNCT
cte-302	54	1	this	this	DET
cte-302	54	2	package	package	NOUN
cte-302	54	3	includes	include	VERB
cte-302	54	4	such	such	ADJ
cte-302	54	5	functions	function	NOUN
cte-302	54	6	as	as	ADP
cte-302	54	7	data	data	NOUN
cte-302	54	8	import	import	NOUN
cte-302	54	9	,	,	PUNCT
cte-302	54	10	data	data	VERB
cte-302	54	11	analysis	analysis	NOUN
cte-302	54	12	and	and	CCONJ
cte-302	54	13	results	result	VERB
cte-302	54	14	visualization	visualization	NOUN
cte-302	54	15	.	.	PUNCT
cte-302	55	1	the	the	DET
cte-302	55	2	data	data	NOUN
cte-302	55	3	analysis	analysis	NOUN
cte-302	55	4	function	function	NOUN
cte-302	55	5	considers	consider	VERB
cte-302	55	6	the	the	DET
cte-302	55	7	complicated	complicated	ADJ
cte-302	55	8	selection	selection	NOUN
cte-302	55	9	construct	construct	NOUN
cte-302	55	10	and	and	CCONJ
cte-302	55	11	possible	possible	ADJ
cte-302	55	12	values	value	NOUN
cte-302	55	13	when	when	SCONJ
cte-302	55	14	calculating	calculate	VERB
cte-302	55	15	grades	grade	NOUN
cte-302	55	16	and	and	CCONJ
cte-302	55	17	standard	standard	ADJ
cte-302	55	18	variance	variance	NOUN
cte-302	55	19	,	,	PUNCT
cte-302	55	20	regression	regression	NOUN
cte-302	55	21	coefficients	coefficient	NOUN
cte-302	55	22	,	,	PUNCT
cte-302	55	23	correlation	correlation	NOUN
cte-302	55	24	coefficients	coefficient	NOUN
cte-302	55	25	,	,	PUNCT
cte-302	55	26	and	and	CCONJ
cte-302	55	27	frequency	frequency	NOUN
cte-302	55	28	array	array	NOUN
cte-302	55	29	.	.	PUNCT
cte-302	56	1	the	the	DET
cte-302	56	2	visualization	visualization	NOUN
cte-302	56	3	tools	tool	NOUN
cte-302	56	4	allow	allow	VERB
cte-302	56	5	for	for	ADP
cte-302	56	6	demonstrating	demonstrating	NOUN
cte-302	56	7	aggregated	aggregate	VERB
cte-302	56	8	data	datum	NOUN
cte-302	56	9	in	in	ADP
cte-302	56	10	standard	standard	ADJ
cte-302	56	11	graphic	graphic	ADJ
cte-302	56	12	form	form	NOUN
cte-302	56	13	,	,	PUNCT
cte-302	56	14	that	that	PRON
cte-302	56	15	can	can	AUX
cte-302	56	16	be	be	AUX
cte-302	56	17	adjusted	adjust	VERB
cte-302	56	18	via	via	ADP
cte-302	56	19	the	the	DET
cte-302	56	20	open	open	ADJ
cte-302	56	21	function	function	NOUN
cte-302	56	22	code	code	NOUN
cte-302	56	23	.	.	PUNCT
cte-302	57	1	likewise	likewise	ADV
cte-302	57	2	,	,	PUNCT
cte-302	57	3	working	work	VERB
cte-302	57	4	with	with	ADP
cte-302	57	5	intsvy	intsvy	PROPN
cte-302	57	6	requires	require	VERB
cte-302	57	7	users	user	NOUN
cte-302	57	8	minimal	minimal	ADJ
cte-302	57	9	experience	experience	NOUN
cte-302	57	10	with	with	ADP
cte-302	57	11	r	r	NOUN
cte-302	57	12	language	language	NOUN
cte-302	57	13	and	and	CCONJ
cte-302	57	14	rstudio	rstudio	NOUN
cte-302	57	15	.	.	PUNCT
cte-302	58	1	pisa	pisa	PROPN
cte-302	58	2	data	data	PROPN
cte-302	58	3	explorer	explorer	PROPN
cte-302	58	4	is	be	AUX
cte-302	58	5	a	a	DET
cte-302	58	6	cloud	cloud	NOUN
cte-302	58	7	-	-	PUNCT
cte-302	58	8	based	base	VERB
cte-302	58	9	solution	solution	NOUN
cte-302	58	10	for	for	ADP
cte-302	58	11	processing	processing	NOUN
cte-302	58	12	pisa	pisa	NOUN
cte-302	58	13	results	result	NOUN
cte-302	58	14	,	,	PUNCT
cte-302	58	15	available	available	ADJ
cte-302	58	16	at	at	ADP
cte-302	58	17	https://www.oecd.org/pisa/data/.	https://www.oecd.org/pisa/data/.	PROPN
cte-302	58	18	pisa	pisa	PROPN
cte-302	58	19	data	data	PROPN
cte-302	58	20	explorer	explorer	PROPN
cte-302	58	21	requires	require	VERB
cte-302	58	22	from	from	ADP
cte-302	58	23	the	the	DET
cte-302	58	24	users	user	NOUN
cte-302	58	25	at	at	ADP
cte-302	58	26	least	least	ADJ
cte-302	58	27	minimal	minimal	ADJ
cte-302	58	28	skills	skill	NOUN
cte-302	58	29	and	and	CCONJ
cte-302	58	30	background	background	NOUN
cte-302	58	31	with	with	ADP
cte-302	58	32	statistical	statistical	ADJ
cte-302	58	33	data	datum	NOUN
cte-302	58	34	processing	processing	NOUN
cte-302	58	35	.	.	PUNCT
cte-302	59	1	the	the	DET
cte-302	59	2	main	main	ADJ
cte-302	59	3	advantage	advantage	NOUN
cte-302	59	4	of	of	ADP
cte-302	59	5	this	this	DET
cte-302	59	6	tool	tool	NOUN
cte-302	59	7	is	be	AUX
cte-302	59	8	that	that	SCONJ
cte-302	59	9	the	the	DET
cte-302	59	10	pisa	pisa	PROPN
cte-302	59	11	data	datum	NOUN
cte-302	59	12	should	should	AUX
cte-302	59	13	not	not	PART
cte-302	59	14	be	be	AUX
cte-302	59	15	uploaded	upload	VERB
cte-302	59	16	and	and	CCONJ
cte-302	59	17	preprocessed	preprocesse	VERB
cte-302	59	18	.	.	PUNCT
cte-302	60	1	the	the	DET
cte-302	60	2	whole	whole	ADJ
cte-302	60	3	data	datum	NOUN
cte-302	60	4	is	be	AUX
cte-302	60	5	available	available	ADJ
cte-302	60	6	online	online	ADV
cte-302	60	7	.	.	PUNCT
cte-302	61	1	the	the	DET
cte-302	61	2	calculations	calculation	NOUN
cte-302	61	3	are	be	AUX
cte-302	61	4	conducted	conduct	VERB
cte-302	61	5	online	online	ADV
cte-302	61	6	as	as	ADV
cte-302	61	7	well	well	ADV
cte-302	61	8	.	.	PUNCT
cte-302	62	1	the	the	DET
cte-302	62	2	tool	tool	NOUN
cte-302	62	3	’s	’s	PART
cte-302	62	4	disadvantage	disadvantage	NOUN
cte-302	62	5	is	be	AUX
cte-302	62	6	limited	limit	VERB
cte-302	62	7	to	to	ADP
cte-302	62	8	the	the	DET
cte-302	62	9	fact	fact	NOUN
cte-302	62	10	that	that	SCONJ
cte-302	62	11	a	a	DET
cte-302	62	12	researcher	researcher	NOUN
cte-302	62	13	can	can	AUX
cte-302	62	14	only	only	ADV
cte-302	62	15	conduct	conduct	VERB
cte-302	62	16	the	the	DET
cte-302	62	17	data	datum	NOUN
cte-302	62	18	analysis	analysis	NOUN
cte-302	62	19	limited	limit	VERB
cte-302	62	20	to	to	ADP
cte-302	62	21	the	the	DET
cte-302	62	22	built	build	VERB
cte-302	62	23	-	-	PUNCT
cte-302	62	24	in	in	ADP
cte-302	62	25	pisa	pisa	PROPN
cte-302	62	26	data	data	PROPN
cte-302	62	27	explorer	explorer	PROPN
cte-302	62	28	functions	function	NOUN
cte-302	62	29	.	.	PUNCT
cte-302	63	1	we	we	PRON
cte-302	63	2	shall	shall	AUX
cte-302	63	3	refer	refer	VERB
cte-302	63	4	to	to	ADP
cte-302	63	5	the	the	DET
cte-302	63	6	education	education	NOUN
cte-302	63	7	gps	gps	NOUN
cte-302	63	8	/	/	SYM
cte-302	63	9	explore	explore	NOUN
cte-302	63	10	data	datum	NOUN
cte-302	63	11	service	service	NOUN
cte-302	63	12	available	available	ADJ
cte-302	63	13	at	at	ADP
cte-302	63	14	https://gpseducation.oecd.org/home	https://gpseducation.oecd.org/home	PROPN
cte-302	63	15	,	,	PUNCT
cte-302	63	16	as	as	ADP
cte-302	63	17	an	an	DET
cte-302	63	18	example	example	NOUN
cte-302	63	19	of	of	ADP
cte-302	63	20	an	an	DET
cte-302	63	21	internationally	internationally	ADV
cte-302	63	22	applied	apply	VERB
cte-302	63	23	application	application	NOUN
cte-302	63	24	for	for	ADP
cte-302	63	25	pisa	pisa	PROPN
cte-302	63	26	data	data	PROPN
cte-302	63	27	display	display	NOUN
cte-302	63	28	that	that	PRON
cte-302	63	29	allows	allow	VERB
cte-302	63	30	for	for	ADP
cte-302	63	31	receiving	receive	VERB
cte-302	63	32	the	the	DET
cte-302	63	33	pisa	pisa	ADJ
cte-302	63	34	estimate	estimate	NOUN
cte-302	63	35	indicators	indicator	NOUN
cte-302	63	36	.	.	PUNCT
cte-302	64	1	this	this	DET
cte-302	64	2	service	service	NOUN
cte-302	64	3	generalizes	generalize	VERB
cte-302	64	4	data	datum	NOUN
cte-302	64	5	on	on	ADP
cte-302	64	6	results	result	NOUN
cte-302	64	7	,	,	PUNCT
cte-302	64	8	publications	publication	NOUN
cte-302	64	9	,	,	PUNCT
cte-302	64	10	and	and	CCONJ
cte-302	64	11	conclusions	conclusion	NOUN
cte-302	64	12	of	of	ADP
cte-302	64	13	the	the	DET
cte-302	64	14	researches	research	NOUN
cte-302	64	15	held	hold	VERB
cte-302	64	16	in	in	ADP
cte-302	64	17	oecd	oecd	PROPN
cte-302	64	18	(	(	PUNCT
cte-302	64	19	pisa	pisa	PROPN
cte-302	64	20	,	,	PUNCT
cte-302	64	21	talis	tali	NOUN
cte-302	64	22	,	,	PUNCT
cte-302	64	23	piaac	piaac	PROPN
cte-302	64	24	)	)	PUNCT
cte-302	64	25	.	.	PUNCT
cte-302	65	1	education	education	NOUN
cte-302	65	2	gps	gps	PROPN
cte-302	65	3	/	/	SYM
cte-302	65	4	explore	explore	NOUN
cte-302	65	5	data	datum	NOUN
cte-302	65	6	organizes	organize	VERB
cte-302	65	7	the	the	DET
cte-302	65	8	research	research	NOUN
cte-302	65	9	data	datum	NOUN
cte-302	65	10	according	accord	VERB
cte-302	65	11	to	to	ADP
cte-302	65	12	the	the	DET
cte-302	65	13	countries	country	NOUN
cte-302	65	14	,	,	PUNCT
cte-302	65	15	topics	topic	NOUN
cte-302	65	16	and	and	CCONJ
cte-302	65	17	research	research	NOUN
cte-302	65	18	agendas	agenda	NOUN
cte-302	65	19	.	.	PUNCT
cte-302	66	1	using	use	VERB
cte-302	66	2	this	this	DET
cte-302	66	3	service	service	NOUN
cte-302	66	4	does	do	AUX
cte-302	66	5	not	not	PART
cte-302	66	6	require	require	VERB
cte-302	66	7	486	486	NUM
cte-302	66	8	https://www.oecd.org/pisa/data/	https://www.oecd.org/pisa/data/	PROPN
cte-302	66	9	https://gpseducation.oecd.org/home	https://gpseducation.oecd.org/home	PROPN
cte-302	66	10	cte	cte	NOUN
cte-302	66	11	workshop	workshop	NOUN
cte-302	66	12	proceedings	proceeding	NOUN
cte-302	66	13	,	,	PUNCT
cte-302	66	14	2021	2021	NUM
cte-302	66	15	,	,	PUNCT
cte-302	66	16	vol	vol	NOUN
cte-302	66	17	.	.	NOUN
cte-302	66	18	8	8	NUM
cte-302	66	19	:	:	PUNCT
cte-302	66	20	cte-2020	cte-2020	NOUN
cte-302	66	21	,	,	PUNCT
cte-302	66	22	pp	pp	ADP
cte-302	66	23	.	.	PUNCT
cte-302	67	1	484	484	NUM
cte-302	67	2	-	-	SYM
cte-302	67	3	494	494	NUM
cte-302	67	4	any	any	DET
cte-302	67	5	specific	specific	ADJ
cte-302	67	6	skills	skill	NOUN
cte-302	67	7	in	in	ADP
cte-302	67	8	data	datum	NOUN
cte-302	67	9	analysis	analysis	NOUN
cte-302	67	10	.	.	PUNCT
cte-302	68	1	the	the	DET
cte-302	68	2	navigation	navigation	NOUN
cte-302	68	3	panel	panel	NOUN
cte-302	68	4	has	have	VERB
cte-302	68	5	useful	useful	ADJ
cte-302	68	6	data	data	NOUN
cte-302	68	7	filters	filter	NOUN
cte-302	68	8	that	that	PRON
cte-302	68	9	allow	allow	VERB
cte-302	68	10	for	for	ADP
cte-302	68	11	displaying	display	VERB
cte-302	68	12	values	value	NOUN
cte-302	68	13	for	for	ADP
cte-302	68	14	the	the	DET
cte-302	68	15	selected	select	VERB
cte-302	68	16	countries	country	NOUN
cte-302	68	17	.	.	PUNCT
cte-302	69	1	the	the	DET
cte-302	69	2	system	system	NOUN
cte-302	69	3	stores	store	VERB
cte-302	69	4	huge	huge	ADJ
cte-302	69	5	amounts	amount	NOUN
cte-302	69	6	of	of	ADP
cte-302	69	7	data	datum	NOUN
cte-302	69	8	,	,	PUNCT
cte-302	69	9	yet	yet	CCONJ
cte-302	69	10	due	due	ADP
cte-302	69	11	to	to	ADP
cte-302	69	12	the	the	DET
cte-302	69	13	structure	structure	NOUN
cte-302	69	14	issues	issue	NOUN
cte-302	69	15	,	,	PUNCT
cte-302	69	16	sometimes	sometimes	ADV
cte-302	69	17	it	it	PRON
cte-302	69	18	prevents	prevent	VERB
cte-302	69	19	users	user	NOUN
cte-302	69	20	from	from	ADP
cte-302	69	21	finding	find	VERB
cte-302	69	22	the	the	DET
cte-302	69	23	data	datum	NOUN
cte-302	69	24	they	they	PRON
cte-302	69	25	need	need	VERB
cte-302	69	26	.	.	PUNCT
cte-302	70	1	thus	thus	ADV
cte-302	70	2	,	,	PUNCT
cte-302	70	3	we	we	PRON
cte-302	70	4	came	come	VERB
cte-302	70	5	to	to	ADP
cte-302	70	6	a	a	DET
cte-302	70	7	conclusion	conclusion	NOUN
cte-302	70	8	,	,	PUNCT
cte-302	70	9	that	that	SCONJ
cte-302	70	10	any	any	DET
cte-302	70	11	researcher	researcher	NOUN
cte-302	70	12	who	who	PRON
cte-302	70	13	is	be	AUX
cte-302	70	14	interested	interested	ADJ
cte-302	70	15	in	in	ADP
cte-302	70	16	an	an	DET
cte-302	70	17	independent	independent	ADJ
cte-302	70	18	study	study	NOUN
cte-302	70	19	requires	require	VERB
cte-302	70	20	either	either	CCONJ
cte-302	70	21	a	a	DET
cte-302	70	22	considerable	considerable	ADJ
cte-302	70	23	experience	experience	NOUN
cte-302	70	24	with	with	ADP
cte-302	70	25	data	datum	NOUN
cte-302	70	26	analysis	analysis	NOUN
cte-302	70	27	and	and	CCONJ
cte-302	70	28	statistical	statistical	ADJ
cte-302	70	29	data	datum	NOUN
cte-302	70	30	processing	processing	NOUN
cte-302	70	31	,	,	PUNCT
cte-302	70	32	or	or	CCONJ
cte-302	70	33	should	should	AUX
cte-302	70	34	search	search	VERB
cte-302	70	35	for	for	ADP
cte-302	70	36	generalized	generalized	ADJ
cte-302	70	37	data	datum	NOUN
cte-302	70	38	at	at	ADP
cte-302	70	39	the	the	DET
cte-302	70	40	education	education	NOUN
cte-302	70	41	gps	gps	NOUN
cte-302	70	42	resource	resource	NOUN
cte-302	70	43	.	.	PUNCT
cte-302	71	1	using	use	VERB
cte-302	71	2	international	international	ADJ
cte-302	71	3	research	research	NOUN
cte-302	71	4	results	result	NOUN
cte-302	71	5	,	,	PUNCT
cte-302	71	6	many	many	ADJ
cte-302	71	7	local	local	ADJ
cte-302	71	8	researchers	researcher	NOUN
cte-302	71	9	face	face	VERB
cte-302	71	10	challenges	challenge	NOUN
cte-302	71	11	in	in	ADP
cte-302	71	12	understanding	understand	VERB
cte-302	71	13	the	the	DET
cte-302	71	14	data	datum	NOUN
cte-302	71	15	processing	processing	NOUN
cte-302	71	16	methods	method	NOUN
cte-302	71	17	utilized	utilize	VERB
cte-302	71	18	by	by	ADP
cte-302	71	19	particular	particular	ADJ
cte-302	71	20	research	research	NOUN
cte-302	71	21	centers	center	NOUN
cte-302	71	22	.	.	PUNCT
cte-302	72	1	these	these	DET
cte-302	72	2	challenges	challenge	NOUN
cte-302	72	3	can	can	AUX
cte-302	72	4	occur	occur	VERB
cte-302	72	5	both	both	PRON
cte-302	72	6	on	on	ADP
cte-302	72	7	the	the	DET
cte-302	72	8	level	level	NOUN
cte-302	72	9	of	of	ADP
cte-302	72	10	statistical	statistical	ADJ
cte-302	72	11	data	datum	NOUN
cte-302	72	12	analysis	analysis	NOUN
cte-302	72	13	and	and	CCONJ
cte-302	72	14	on	on	ADP
cte-302	72	15	the	the	DET
cte-302	72	16	level	level	NOUN
cte-302	72	17	of	of	ADP
cte-302	72	18	understanding	understand	VERB
cte-302	72	19	the	the	DET
cte-302	72	20	deep	deep	ADJ
cte-302	72	21	context	context	NOUN
cte-302	72	22	of	of	ADP
cte-302	72	23	the	the	DET
cte-302	72	24	research	research	NOUN
cte-302	72	25	[	[	X
cte-302	72	26	15	15	NUM
cte-302	72	27	]	]	PUNCT
cte-302	72	28	.	.	PUNCT
cte-302	73	1	for	for	ADP
cte-302	73	2	instance	instance	NOUN
cte-302	73	3	,	,	PUNCT
cte-302	73	4	the	the	DET
cte-302	73	5	problem	problem	NOUN
cte-302	73	6	with	with	ADP
cte-302	73	7	processing	process	VERB
cte-302	73	8	statistical	statistical	ADJ
cte-302	73	9	data	datum	NOUN
cte-302	73	10	on	on	ADP
cte-302	73	11	student	student	NOUN
cte-302	73	12	’s	’s	PART
cte-302	73	13	contextual	contextual	ADJ
cte-302	73	14	characteristics	characteristic	NOUN
cte-302	73	15	and	and	CCONJ
cte-302	73	16	learning	learn	VERB
cte-302	73	17	environments	environment	NOUN
cte-302	73	18	can	can	AUX
cte-302	73	19	be	be	AUX
cte-302	73	20	caused	cause	VERB
cte-302	73	21	by	by	ADP
cte-302	73	22	terminology	terminology	NOUN
cte-302	73	23	.	.	PUNCT
cte-302	74	1	also	also	ADV
cte-302	74	2	,	,	PUNCT
cte-302	74	3	some	some	DET
cte-302	74	4	pisa	pisa	ADJ
cte-302	74	5	conclusions	conclusion	NOUN
cte-302	74	6	rely	rely	VERB
cte-302	74	7	on	on	ADP
cte-302	74	8	the	the	DET
cte-302	74	9	indexed	indexed	NOUN
cte-302	74	10	received	receive	VERB
cte-302	74	11	from	from	ADP
cte-302	74	12	a	a	DET
cte-302	74	13	complicated	complicated	ADJ
cte-302	74	14	mathematical	mathematical	ADJ
cte-302	74	15	model	model	NOUN
cte-302	74	16	,	,	PUNCT
cte-302	74	17	which	which	PRON
cte-302	74	18	bases	base	VERB
cte-302	74	19	upon	upon	SCONJ
cte-302	74	20	the	the	DET
cte-302	74	21	survey	survey	NOUN
cte-302	74	22	results	result	VERB
cte-302	74	23	.	.	PUNCT
cte-302	75	1	these	these	DET
cte-302	75	2	conclusions	conclusion	NOUN
cte-302	75	3	can	can	AUX
cte-302	75	4	be	be	AUX
cte-302	75	5	unobvious	unobvious	ADJ
cte-302	75	6	.	.	PUNCT
cte-302	76	1	to	to	PART
cte-302	76	2	calculate	calculate	VERB
cte-302	76	3	all	all	DET
cte-302	76	4	the	the	DET
cte-302	76	5	values	value	NOUN
cte-302	76	6	exponents	exponent	NOUN
cte-302	76	7	,	,	PUNCT
cte-302	76	8	indexes	index	NOUN
cte-302	76	9	,	,	PUNCT
cte-302	76	10	or	or	CCONJ
cte-302	76	11	distributions	distribution	VERB
cte-302	76	12	percentage	percentage	NOUN
cte-302	76	13	the	the	DET
cte-302	76	14	researcher	researcher	NOUN
cte-302	76	15	has	have	VERB
cte-302	76	16	to	to	PART
cte-302	76	17	process	process	VERB
cte-302	76	18	a	a	DET
cte-302	76	19	big	big	ADJ
cte-302	76	20	amount	amount	NOUN
cte-302	76	21	of	of	ADP
cte-302	76	22	data	datum	NOUN
cte-302	76	23	and	and	CCONJ
cte-302	76	24	understand	understand	VERB
cte-302	76	25	the	the	DET
cte-302	76	26	whole	whole	ADJ
cte-302	76	27	pisa	pisa	PROPN
cte-302	76	28	evaluation	evaluation	NOUN
cte-302	76	29	strategy	strategy	NOUN
cte-302	76	30	.	.	PUNCT
cte-302	77	1	thus	thus	ADV
cte-302	77	2	,	,	PUNCT
cte-302	77	3	we	we	PRON
cte-302	77	4	can	can	AUX
cte-302	77	5	see	see	VERB
cte-302	77	6	how	how	SCONJ
cte-302	77	7	data	datum	NOUN
cte-302	77	8	processing	processing	NOUN
cte-302	77	9	issues	issue	NOUN
cte-302	77	10	make	make	VERB
cte-302	77	11	research	research	NOUN
cte-302	77	12	complicated	complicated	ADJ
cte-302	77	13	and	and	CCONJ
cte-302	77	14	prevent	prevent	VERB
cte-302	77	15	many	many	ADJ
cte-302	77	16	researchers	researcher	NOUN
cte-302	77	17	from	from	ADP
cte-302	77	18	utilizing	utilize	VERB
cte-302	77	19	learning	learn	VERB
cte-302	77	20	analytics	analytic	NOUN
cte-302	77	21	.	.	PUNCT
cte-302	78	1	this	this	DET
cte-302	78	2	paper	paper	NOUN
cte-302	78	3	suggests	suggest	VERB
cte-302	78	4	designing	design	VERB
cte-302	78	5	a	a	DET
cte-302	78	6	web	web	NOUN
cte-302	78	7	application	application	NOUN
cte-302	78	8	that	that	PRON
cte-302	78	9	would	would	AUX
cte-302	78	10	ensure	ensure	VERB
cte-302	78	11	the	the	DET
cte-302	78	12	ukrainian	ukrainian	ADJ
cte-302	78	13	researchers	researcher	NOUN
cte-302	78	14	’	'	PUNCT
cte-302	78	15	quick	quick	ADJ
cte-302	78	16	access	access	NOUN
cte-302	78	17	to	to	ADP
cte-302	78	18	pisa	pisa	PROPN
cte-302	78	19	data	datum	NOUN
cte-302	78	20	in	in	ADP
cte-302	78	21	a	a	DET
cte-302	78	22	comprehensive	comprehensive	ADJ
cte-302	78	23	,	,	PUNCT
cte-302	78	24	interactive	interactive	ADJ
cte-302	78	25	,	,	PUNCT
cte-302	78	26	and	and	CCONJ
cte-302	78	27	user	user	NOUN
cte-302	78	28	-	-	PUNCT
cte-302	78	29	friendly	friendly	ADJ
cte-302	78	30	format	format	NOUN
cte-302	78	31	.	.	PUNCT
cte-302	79	1	this	this	DET
cte-302	79	2	solution	solution	NOUN
cte-302	79	3	can	can	AUX
cte-302	79	4	become	become	VERB
cte-302	79	5	a	a	DET
cte-302	79	6	highly	highly	ADV
cte-302	79	7	effective	effective	ADJ
cte-302	79	8	tool	tool	NOUN
cte-302	79	9	to	to	PART
cte-302	79	10	analyze	analyze	VERB
cte-302	79	11	pisa	pisa	PROPN
cte-302	79	12	results	result	NOUN
cte-302	79	13	for	for	ADP
cte-302	79	14	individual	individual	ADJ
cte-302	79	15	research	research	NOUN
cte-302	79	16	and	and	CCONJ
cte-302	79	17	get	get	VERB
cte-302	79	18	the	the	DET
cte-302	79	19	most	most	ADJ
cte-302	79	20	out	out	ADP
cte-302	79	21	of	of	ADP
cte-302	79	22	the	the	DET
cte-302	79	23	pisa	pisa	PROPN
cte-302	79	24	data	data	PROPN
cte-302	79	25	.	.	PUNCT
cte-302	80	1	3	3	X
cte-302	80	2	.	.	X
cte-302	80	3	results	result	VERB
cte-302	80	4	3.1	3.1	NUM
cte-302	80	5	.	.	PUNCT
cte-302	81	1	the	the	DET
cte-302	81	2	challenges	challenge	NOUN
cte-302	81	3	addressed	address	VERB
cte-302	81	4	by	by	ADP
cte-302	81	5	the	the	DET
cte-302	81	6	application	application	NOUN
cte-302	81	7	this	this	DET
cte-302	81	8	work	work	NOUN
cte-302	81	9	aims	aim	VERB
cte-302	81	10	to	to	PART
cte-302	81	11	design	design	VERB
cte-302	81	12	a	a	DET
cte-302	81	13	web	web	NOUN
cte-302	81	14	application	application	NOUN
cte-302	81	15	for	for	ADP
cte-302	81	16	displaying	display	VERB
cte-302	81	17	pisa	pisa	NOUN
cte-302	81	18	results	result	NOUN
cte-302	81	19	for	for	ADP
cte-302	81	20	ukraine	ukraine	NOUN
cte-302	81	21	and	and	CCONJ
cte-302	81	22	launch	launch	VERB
cte-302	81	23	it	it	PRON
cte-302	81	24	at	at	ADP
cte-302	81	25	http://pisa.testportal.gov.ua/	http://pisa.testportal.gov.ua/	NOUN
cte-302	81	26	to	to	PART
cte-302	81	27	make	make	VERB
cte-302	81	28	the	the	DET
cte-302	81	29	research	research	NOUN
cte-302	81	30	data	datum	NOUN
cte-302	81	31	available	available	ADJ
cte-302	81	32	for	for	ADP
cte-302	81	33	the	the	DET
cte-302	81	34	public	public	NOUN
cte-302	81	35	.	.	PUNCT
cte-302	82	1	the	the	DET
cte-302	82	2	proposed	propose	VERB
cte-302	82	3	application	application	NOUN
cte-302	82	4	will	will	AUX
cte-302	82	5	allow	allow	VERB
cte-302	82	6	analysts	analyst	NOUN
cte-302	82	7	,	,	PUNCT
cte-302	82	8	researchers	researcher	NOUN
cte-302	82	9	,	,	PUNCT
cte-302	82	10	and	and	CCONJ
cte-302	82	11	teachers	teacher	NOUN
cte-302	82	12	from	from	ADP
cte-302	82	13	various	various	ADJ
cte-302	82	14	institutions	institution	NOUN
cte-302	82	15	to	to	PART
cte-302	82	16	get	get	VERB
cte-302	82	17	the	the	DET
cte-302	82	18	most	most	ADJ
cte-302	82	19	out	out	ADP
cte-302	82	20	of	of	ADP
cte-302	82	21	the	the	DET
cte-302	82	22	pisa	pisa	PROPN
cte-302	82	23	research	research	PROPN
cte-302	82	24	experience	experience	NOUN
cte-302	82	25	,	,	PUNCT
cte-302	82	26	including	include	VERB
cte-302	82	27	:	:	PUNCT
cte-302	82	28	•	•	ADP
cte-302	82	29	retrieving	retrieve	VERB
cte-302	82	30	the	the	DET
cte-302	82	31	data	datum	NOUN
cte-302	82	32	on	on	ADP
cte-302	82	33	the	the	DET
cte-302	82	34	evaluation	evaluation	NOUN
cte-302	82	35	of	of	ADP
cte-302	82	36	semantic	semantic	ADJ
cte-302	82	37	and	and	CCONJ
cte-302	82	38	contextual	contextual	ADJ
cte-302	82	39	assessments	assessment	NOUN
cte-302	82	40	from	from	ADP
cte-302	82	41	the	the	DET
cte-302	82	42	complicated	complicate	VERB
cte-302	82	43	pisa	pisa	PROPN
cte-302	82	44	research	research	NOUN
cte-302	82	45	structure	structure	NOUN
cte-302	82	46	,	,	PUNCT
cte-302	82	47	•	•	ADV
cte-302	82	48	retrieving	retrieve	VERB
cte-302	82	49	the	the	DET
cte-302	82	50	pisa	pisa	ADJ
cte-302	82	51	calculation	calculation	NOUN
cte-302	82	52	on	on	ADP
cte-302	82	53	students	student	NOUN
cte-302	82	54	’	'	PUNCT
cte-302	82	55	success	success	NOUN
cte-302	82	56	(	(	PUNCT
cte-302	82	57	shown	show	VERB
cte-302	82	58	in	in	ADP
cte-302	82	59	pisa	pisa	PROPN
cte-302	82	60	scores	score	NOUN
cte-302	82	61	and	and	CCONJ
cte-302	82	62	the	the	DET
cte-302	82	63	level	level	NOUN
cte-302	82	64	passing	passing	NOUN
cte-302	82	65	of	of	ADP
cte-302	82	66	students	student	NOUN
cte-302	82	67	’	'	PUNCT
cte-302	82	68	competence	competence	NOUN
cte-302	82	69	)	)	PUNCT
cte-302	82	70	,	,	PUNCT
cte-302	82	71	•	•	ADP
cte-302	82	72	retrieving	retrieve	VERB
cte-302	82	73	the	the	DET
cte-302	82	74	pisa	pisa	PROPN
cte-302	82	75	calculations	calculation	NOUN
cte-302	82	76	on	on	ADP
cte-302	82	77	contextual	contextual	ADJ
cte-302	82	78	characteristics	characteristic	NOUN
cte-302	82	79	of	of	ADP
cte-302	82	80	the	the	DET
cte-302	82	81	learning	learn	VERB
cte-302	82	82	environment	environment	NOUN
cte-302	82	83	(	(	PUNCT
cte-302	82	84	including	include	VERB
cte-302	82	85	students	student	NOUN
cte-302	82	86	’	'	PUNCT
cte-302	82	87	gender	gender	NOUN
cte-302	82	88	,	,	PUNCT
cte-302	82	89	institution	institution	NOUN
cte-302	82	90	’s	’s	PART
cte-302	82	91	location	location	NOUN
cte-302	82	92	,	,	PUNCT
cte-302	82	93	student	student	NOUN
cte-302	82	94	’s	’s	PART
cte-302	82	95	social	social	ADJ
cte-302	82	96	and	and	CCONJ
cte-302	82	97	economic	economic	ADJ
cte-302	82	98	background	background	NOUN
cte-302	82	99	)	)	PUNCT
cte-302	82	100	,	,	PUNCT
cte-302	82	101	•	•	ADP
cte-302	82	102	retrieving	retrieve	VERB
cte-302	82	103	the	the	DET
cte-302	82	104	pisa	pisa	ADJ
cte-302	82	105	results	result	NOUN
cte-302	82	106	that	that	PRON
cte-302	82	107	demonstrate	demonstrate	VERB
cte-302	82	108	the	the	DET
cte-302	82	109	research	research	NOUN
cte-302	82	110	indicators	indicator	NOUN
cte-302	82	111	for	for	ADP
cte-302	82	112	the	the	DET
cte-302	82	113	national	national	ADJ
cte-302	82	114	level	level	NOUN
cte-302	82	115	(	(	PUNCT
cte-302	82	116	e.g.	e.g.	ADV
cte-302	82	117	the	the	DET
cte-302	82	118	type	type	NOUN
cte-302	82	119	of	of	ADP
cte-302	82	120	the	the	DET
cte-302	82	121	educational	educational	ADJ
cte-302	82	122	institution	institution	NOUN
cte-302	82	123	can	can	AUX
cte-302	82	124	be	be	AUX
cte-302	82	125	specified	specify	VERB
cte-302	82	126	on	on	ADP
cte-302	82	127	the	the	DET
cte-302	82	128	national	national	ADJ
cte-302	82	129	level	level	NOUN
cte-302	82	130	)	)	PUNCT
cte-302	82	131	,	,	PUNCT
cte-302	82	132	•	•	ADV
cte-302	82	133	assessing	assess	VERB
cte-302	82	134	the	the	DET
cte-302	82	135	interactive	interactive	ADJ
cte-302	82	136	data	data	NOUN
cte-302	82	137	visualizations	visualization	NOUN
cte-302	82	138	for	for	ADP
cte-302	82	139	ukraine	ukraine	NOUN
cte-302	82	140	with	with	ADP
cte-302	82	141	descriptions	description	NOUN
cte-302	82	142	for	for	ADP
cte-302	82	143	the	the	DET
cte-302	82	144	pisa	pisa	PROPN
cte-302	82	145	indicators	indicator	NOUN
cte-302	82	146	,	,	PUNCT
cte-302	82	147	•	•	ADV
cte-302	82	148	accessing	access	VERB
cte-302	82	149	open	open	ADJ
cte-302	82	150	pisa	pisa	PROPN
cte-302	82	151	data	datum	NOUN
cte-302	82	152	on	on	ADP
cte-302	82	153	ukraine	ukraine	NOUN
cte-302	82	154	and	and	CCONJ
cte-302	82	155	the	the	DET
cte-302	82	156	benchmark	benchmark	NOUN
cte-302	82	157	countries	country	NOUN
cte-302	82	158	,	,	PUNCT
cte-302	82	159	487	487	NUM
cte-302	82	160	http://pisa.testportal.gov.ua/	http://pisa.testportal.gov.ua/	NOUN
cte-302	82	161	cte	cte	NOUN
cte-302	82	162	workshop	workshop	NOUN
cte-302	82	163	proceedings	proceeding	NOUN
cte-302	82	164	,	,	PUNCT
cte-302	82	165	2021	2021	NUM
cte-302	82	166	,	,	PUNCT
cte-302	82	167	vol	vol	NOUN
cte-302	82	168	.	.	NOUN
cte-302	82	169	8	8	NUM
cte-302	82	170	:	:	PUNCT
cte-302	82	171	cte-2020	cte-2020	NOUN
cte-302	82	172	,	,	PUNCT
cte-302	82	173	pp	pp	ADP
cte-302	82	174	.	.	PUNCT
cte-302	83	1	484	484	NUM
cte-302	83	2	-	-	SYM
cte-302	83	3	494	494	NUM
cte-302	83	4	•	•	NOUN
cte-302	83	5	pisa	pisa	PROPN
cte-302	83	6	content	content	NOUN
cte-302	83	7	localized	localize	VERB
cte-302	83	8	for	for	ADP
cte-302	83	9	ukrainian	ukrainian	ADJ
cte-302	83	10	users	user	NOUN
cte-302	83	11	.	.	PUNCT
cte-302	84	1	the	the	DET
cte-302	84	2	detailed	detailed	ADJ
cte-302	84	3	descriptions	description	NOUN
cte-302	84	4	for	for	ADP
cte-302	84	5	pisa	pisa	ADJ
cte-302	84	6	indicators	indicator	NOUN
cte-302	84	7	and	and	CCONJ
cte-302	84	8	results	result	VERB
cte-302	84	9	implementation	implementation	NOUN
cte-302	84	10	in	in	ADP
cte-302	84	11	the	the	DET
cte-302	84	12	format	format	NOUN
cte-302	84	13	of	of	ADP
cte-302	84	14	hypertext	hypertext	NOUN
cte-302	84	15	guide	guide	NOUN
cte-302	84	16	users	user	NOUN
cte-302	84	17	through	through	ADP
cte-302	84	18	the	the	DET
cte-302	84	19	process	process	NOUN
cte-302	84	20	of	of	ADP
cte-302	84	21	searching	searching	NOUN
cte-302	84	22	and	and	CCONJ
cte-302	84	23	help	help	VERB
cte-302	84	24	them	they	PRON
cte-302	84	25	understand	understand	VERB
cte-302	84	26	the	the	DET
cte-302	84	27	strategic	strategic	ADJ
cte-302	84	28	evaluation	evaluation	NOUN
cte-302	84	29	results	result	NOUN
cte-302	84	30	.	.	PUNCT
cte-302	85	1	the	the	DET
cte-302	85	2	content	content	NOUN
cte-302	85	3	in	in	ADP
cte-302	85	4	ukrainian	ukrainian	PROPN
cte-302	85	5	allows	allow	VERB
cte-302	85	6	more	more	ADJ
cte-302	85	7	ukrainian	ukrainian	ADJ
cte-302	85	8	speaking	speak	VERB
cte-302	85	9	users	user	NOUN
cte-302	85	10	to	to	PART
cte-302	85	11	utilize	utilize	VERB
cte-302	85	12	pisa	pisa	NOUN
cte-302	85	13	results	result	NOUN
cte-302	85	14	for	for	ADP
cte-302	85	15	their	their	PRON
cte-302	85	16	research	research	NOUN
cte-302	85	17	.	.	PUNCT
cte-302	86	1	3.2	3.2	NUM
cte-302	86	2	.	.	PUNCT
cte-302	86	3	application	application	NOUN
cte-302	86	4	structure	structure	NOUN
cte-302	86	5	the	the	DET
cte-302	86	6	application	application	NOUN
cte-302	86	7	structure	structure	NOUN
cte-302	86	8	aligns	align	VERB
cte-302	86	9	with	with	ADP
cte-302	86	10	the	the	DET
cte-302	86	11	structure	structure	NOUN
cte-302	86	12	of	of	ADP
cte-302	86	13	pisa	pisa	PROPN
cte-302	86	14	research	research	PROPN
cte-302	86	15	.	.	PUNCT
cte-302	87	1	the	the	DET
cte-302	87	2	survey	survey	NOUN
cte-302	87	3	results	result	NOUN
cte-302	87	4	allow	allow	VERB
cte-302	87	5	the	the	DET
cte-302	87	6	researchers	researcher	NOUN
cte-302	87	7	to	to	PART
cte-302	87	8	assess	assess	VERB
cte-302	87	9	various	various	ADJ
cte-302	87	10	factors	factor	NOUN
cte-302	87	11	that	that	PRON
cte-302	87	12	determine	determine	VERB
cte-302	87	13	the	the	DET
cte-302	87	14	current	current	ADJ
cte-302	87	15	condition	condition	NOUN
cte-302	87	16	of	of	ADP
cte-302	87	17	educational	educational	ADJ
cte-302	87	18	institutions	institution	NOUN
cte-302	87	19	and	and	CCONJ
cte-302	87	20	their	their	PRON
cte-302	87	21	effects	effect	NOUN
cte-302	87	22	on	on	ADP
cte-302	87	23	the	the	DET
cte-302	87	24	students	student	NOUN
cte-302	87	25	’	'	PUNCT
cte-302	87	26	success	success	NOUN
cte-302	87	27	.	.	PUNCT
cte-302	88	1	this	this	PRON
cte-302	88	2	allows	allow	VERB
cte-302	88	3	for	for	ADP
cte-302	88	4	analyzing	analyze	VERB
cte-302	88	5	the	the	DET
cte-302	88	6	causes	cause	NOUN
cte-302	88	7	and	and	CCONJ
cte-302	88	8	effects	effect	NOUN
cte-302	88	9	of	of	ADP
cte-302	88	10	the	the	DET
cte-302	88	11	education	education	NOUN
cte-302	88	12	system	system	NOUN
cte-302	88	13	in	in	ADP
cte-302	88	14	a	a	DET
cte-302	88	15	selected	select	VERB
cte-302	88	16	country	country	NOUN
cte-302	88	17	.	.	PUNCT
cte-302	89	1	the	the	DET
cte-302	89	2	pisa	pisa	PROPN
cte-302	89	3	program	program	PROPN
cte-302	89	4	is	be	AUX
cte-302	89	5	a	a	DET
cte-302	89	6	three	three	NUM
cte-302	89	7	-	-	PUNCT
cte-302	89	8	year	year	NOUN
cte-302	89	9	cycle	cycle	NOUN
cte-302	89	10	.	.	PUNCT
cte-302	90	1	the	the	DET
cte-302	90	2	evaluation	evaluation	NOUN
cte-302	90	3	takes	take	VERB
cte-302	90	4	place	place	NOUN
cte-302	90	5	every	every	DET
cte-302	90	6	three	three	NUM
cte-302	90	7	years	year	NOUN
cte-302	90	8	and	and	CCONJ
cte-302	90	9	the	the	DET
cte-302	90	10	results	result	NOUN
cte-302	90	11	are	be	AUX
cte-302	90	12	revealed	reveal	VERB
cte-302	90	13	at	at	ADP
cte-302	90	14	the	the	DET
cte-302	90	15	end	end	NOUN
cte-302	90	16	of	of	ADP
cte-302	90	17	each	each	DET
cte-302	90	18	cycle	cycle	NOUN
cte-302	90	19	.	.	PUNCT
cte-302	91	1	the	the	DET
cte-302	91	2	results	result	NOUN
cte-302	91	3	of	of	ADP
cte-302	91	4	each	each	DET
cte-302	91	5	cycle	cycle	NOUN
cte-302	91	6	are	be	AUX
cte-302	91	7	not	not	PART
cte-302	91	8	connected	connect	VERB
cte-302	91	9	.	.	PUNCT
cte-302	92	1	these	these	DET
cte-302	92	2	results	result	NOUN
cte-302	92	3	can	can	AUX
cte-302	92	4	be	be	AUX
cte-302	92	5	compared	compare	VERB
cte-302	92	6	in	in	ADP
cte-302	92	7	a	a	DET
cte-302	92	8	timeline	timeline	NOUN
cte-302	92	9	on	on	ADP
cte-302	92	10	the	the	DET
cte-302	92	11	countries	country	NOUN
cte-302	92	12	and	and	CCONJ
cte-302	92	13	key	key	ADJ
cte-302	92	14	indicators	indicator	NOUN
cte-302	92	15	,	,	PUNCT
cte-302	92	16	that	that	PRON
cte-302	92	17	provides	provide	VERB
cte-302	92	18	a	a	DET
cte-302	92	19	thorough	thorough	ADJ
cte-302	92	20	grounding	grounding	NOUN
cte-302	92	21	for	for	ADP
cte-302	92	22	strategic	strategic	ADJ
cte-302	92	23	solutions	solution	NOUN
cte-302	92	24	in	in	ADP
cte-302	92	25	education	education	NOUN
cte-302	92	26	.	.	PUNCT
cte-302	93	1	the	the	DET
cte-302	93	2	research	research	NOUN
cte-302	93	3	structure	structure	NOUN
cte-302	93	4	consists	consist	VERB
cte-302	93	5	of	of	ADP
cte-302	93	6	two	two	NUM
cte-302	93	7	main	main	ADJ
cte-302	93	8	parts	part	NOUN
cte-302	93	9	:	:	PUNCT
cte-302	93	10	the	the	DET
cte-302	93	11	results	result	NOUN
cte-302	93	12	on	on	ADP
cte-302	93	13	student	student	NOUN
cte-302	93	14	’s	’s	PART
cte-302	93	15	subject	subject	ADJ
cte-302	93	16	competence	competence	NOUN
cte-302	93	17	in	in	ADP
cte-302	93	18	math	math	NOUN
cte-302	93	19	,	,	PUNCT
cte-302	93	20	reading	reading	NOUN
cte-302	93	21	,	,	PUNCT
cte-302	93	22	and	and	CCONJ
cte-302	93	23	natural	natural	ADJ
cte-302	93	24	science	science	NOUN
cte-302	93	25	and	and	CCONJ
cte-302	93	26	the	the	DET
cte-302	93	27	meaning	meaning	NOUN
cte-302	93	28	of	of	ADP
cte-302	93	29	various	various	ADJ
cte-302	93	30	indexes	index	NOUN
cte-302	93	31	that	that	PRON
cte-302	93	32	demonstrate	demonstrate	VERB
cte-302	93	33	the	the	DET
cte-302	93	34	contextual	contextual	ADJ
cte-302	93	35	student	student	NOUN
cte-302	93	36	’s	’s	PART
cte-302	93	37	characteristics	characteristic	NOUN
cte-302	93	38	,	,	PUNCT
cte-302	93	39	educational	educational	ADJ
cte-302	93	40	environment	environment	NOUN
cte-302	93	41	,	,	PUNCT
cte-302	93	42	motivation	motivation	NOUN
cte-302	93	43	,	,	PUNCT
cte-302	93	44	and	and	CCONJ
cte-302	93	45	other	other	ADJ
cte-302	93	46	factors	factor	NOUN
cte-302	93	47	that	that	PRON
cte-302	93	48	can	can	AUX
cte-302	93	49	influence	influence	VERB
cte-302	93	50	the	the	DET
cte-302	93	51	students	student	NOUN
cte-302	93	52	’	'	PUNCT
cte-302	93	53	success	success	NOUN
cte-302	93	54	.	.	PUNCT
cte-302	94	1	the	the	DET
cte-302	94	2	data	datum	NOUN
cte-302	94	3	should	should	AUX
cte-302	94	4	be	be	AUX
cte-302	94	5	displayed	display	VERB
cte-302	94	6	both	both	CCONJ
cte-302	94	7	for	for	ADP
cte-302	94	8	each	each	DET
cte-302	94	9	cycle	cycle	NOUN
cte-302	94	10	separately	separately	ADV
cte-302	94	11	and	and	CCONJ
cte-302	94	12	in	in	ADP
cte-302	94	13	a	a	DET
cte-302	94	14	timeline	timeline	NOUN
cte-302	94	15	.	.	PUNCT
cte-302	95	1	figure	figure	NOUN
cte-302	95	2	1	1	NUM
cte-302	95	3	demonstrates	demonstrate	VERB
cte-302	95	4	the	the	DET
cte-302	95	5	main	main	ADJ
cte-302	95	6	elements	element	NOUN
cte-302	95	7	of	of	ADP
cte-302	95	8	the	the	DET
cte-302	95	9	pisa	pisa	PROPN
cte-302	95	10	research	research	PROPN
cte-302	95	11	results	result	NOUN
cte-302	95	12	structure	structure	NOUN
cte-302	95	13	.	.	PUNCT
cte-302	96	1	the	the	DET
cte-302	96	2	questions	question	NOUN
cte-302	96	3	from	from	ADP
cte-302	96	4	the	the	DET
cte-302	96	5	student	student	NOUN
cte-302	96	6	’s	’s	PART
cte-302	96	7	survey	survey	NOUN
cte-302	96	8	reflect	reflect	VERB
cte-302	96	9	the	the	DET
cte-302	96	10	main	main	ADJ
cte-302	96	11	goals	goal	NOUN
cte-302	96	12	and	and	CCONJ
cte-302	96	13	objectives	objective	NOUN
cte-302	96	14	of	of	ADP
cte-302	96	15	the	the	DET
cte-302	96	16	pisa	pisa	PROPN
cte-302	96	17	research	research	PROPN
cte-302	96	18	.	.	PUNCT
cte-302	97	1	these	these	DET
cte-302	97	2	questions	question	NOUN
cte-302	97	3	highlight	highlight	VERB
cte-302	97	4	the	the	DET
cte-302	97	5	key	key	ADJ
cte-302	97	6	factors	factor	NOUN
cte-302	97	7	required	require	VERB
cte-302	97	8	to	to	PART
cte-302	97	9	analyze	analyze	VERB
cte-302	97	10	what	what	PRON
cte-302	97	11	influences	influence	VERB
cte-302	97	12	the	the	DET
cte-302	97	13	students	student	NOUN
cte-302	97	14	’	'	PUNCT
cte-302	97	15	success	success	NOUN
cte-302	97	16	.	.	PUNCT
cte-302	98	1	the	the	DET
cte-302	98	2	survey	survey	NOUN
cte-302	98	3	also	also	ADV
cte-302	98	4	allows	allow	VERB
cte-302	98	5	for	for	ADP
cte-302	98	6	collecting	collect	VERB
cte-302	98	7	data	datum	NOUN
cte-302	98	8	on	on	ADP
cte-302	98	9	such	such	ADJ
cte-302	98	10	important	important	ADJ
cte-302	98	11	for	for	ADP
cte-302	98	12	representative	representative	ADJ
cte-302	98	13	analytics	analytic	NOUN
cte-302	98	14	factors	factor	NOUN
cte-302	98	15	as	as	ADP
cte-302	98	16	:	:	PUNCT
cte-302	98	17	•	•	NUM
cte-302	98	18	gender	gender	NOUN
cte-302	98	19	,	,	PUNCT
cte-302	98	20	•	•	ADJ
cte-302	98	21	educational	educational	ADJ
cte-302	98	22	institutions	institution	NOUN
cte-302	98	23	’	'	PUNCT
cte-302	98	24	locations	location	NOUN
cte-302	98	25	,	,	PUNCT
cte-302	98	26	•	•	NUM
cte-302	98	27	education	education	NOUN
cte-302	98	28	programs	program	NOUN
cte-302	98	29	and	and	CCONJ
cte-302	98	30	•	•	NUM
cte-302	98	31	students	student	NOUN
cte-302	98	32	’	'	PUNCT
cte-302	98	33	social	social	ADJ
cte-302	98	34	and	and	CCONJ
cte-302	98	35	economic	economic	ADJ
cte-302	98	36	status	status	NOUN
cte-302	98	37	.	.	PUNCT
cte-302	99	1	the	the	DET
cte-302	99	2	key	key	ADJ
cte-302	99	3	indicators	indicator	NOUN
cte-302	99	4	shaped	shape	VERB
cte-302	99	5	on	on	ADP
cte-302	99	6	the	the	DET
cte-302	99	7	international	international	ADJ
cte-302	99	8	level	level	NOUN
cte-302	99	9	allow	allow	VERB
cte-302	99	10	for	for	ADP
cte-302	99	11	comparing	compare	VERB
cte-302	99	12	the	the	DET
cte-302	99	13	results	result	NOUN
cte-302	99	14	and	and	CCONJ
cte-302	99	15	backgrounds	background	NOUN
cte-302	99	16	both	both	PRON
cte-302	99	17	for	for	ADP
cte-302	99	18	the	the	DET
cte-302	99	19	same	same	ADJ
cte-302	99	20	and	and	CCONJ
cte-302	99	21	different	different	ADJ
cte-302	99	22	categories	category	NOUN
cte-302	99	23	of	of	ADP
cte-302	99	24	students	student	NOUN
cte-302	99	25	within	within	ADP
cte-302	99	26	one	one	NUM
cte-302	99	27	country	country	NOUN
cte-302	99	28	.	.	PUNCT
cte-302	100	1	this	this	PRON
cte-302	100	2	allows	allow	VERB
cte-302	100	3	us	we	PRON
cte-302	100	4	to	to	PART
cte-302	100	5	compare	compare	VERB
cte-302	100	6	results	result	NOUN
cte-302	100	7	for	for	ADP
cte-302	100	8	students	student	NOUN
cte-302	100	9	from	from	ADP
cte-302	100	10	different	different	ADJ
cte-302	100	11	countries	country	NOUN
cte-302	100	12	based	base	VERB
cte-302	100	13	on	on	ADP
cte-302	100	14	their	their	PRON
cte-302	100	15	gender	gender	NOUN
cte-302	100	16	,	,	PUNCT
cte-302	100	17	region	region	NOUN
cte-302	100	18	or	or	CCONJ
cte-302	100	19	social	social	ADJ
cte-302	100	20	and	and	CCONJ
cte-302	100	21	economic	economic	ADJ
cte-302	100	22	status	status	NOUN
cte-302	100	23	.	.	PUNCT
cte-302	101	1	the	the	DET
cte-302	101	2	type	type	NOUN
cte-302	101	3	of	of	ADP
cte-302	101	4	educational	educational	ADJ
cte-302	101	5	institution	institution	NOUN
cte-302	101	6	or	or	CCONJ
cte-302	101	7	educational	educational	ADJ
cte-302	101	8	program	program	NOUN
cte-302	101	9	serves	serve	VERB
cte-302	101	10	as	as	ADP
cte-302	101	11	a	a	DET
cte-302	101	12	national	national	ADJ
cte-302	101	13	indicator	indicator	NOUN
cte-302	101	14	and	and	CCONJ
cte-302	101	15	allows	allow	VERB
cte-302	101	16	for	for	ADP
cte-302	101	17	evaluating	evaluate	VERB
cte-302	101	18	results	result	NOUN
cte-302	101	19	only	only	ADV
cte-302	101	20	on	on	ADP
cte-302	101	21	the	the	DET
cte-302	101	22	level	level	NOUN
cte-302	101	23	of	of	ADP
cte-302	101	24	a	a	DET
cte-302	101	25	particular	particular	ADJ
cte-302	101	26	country	country	NOUN
cte-302	101	27	.	.	PUNCT
cte-302	102	1	the	the	DET
cte-302	102	2	index	index	NOUN
cte-302	102	3	values	value	NOUN
cte-302	102	4	serve	serve	VERB
cte-302	102	5	as	as	ADP
cte-302	102	6	self	self	NOUN
cte-302	102	7	-	-	PUNCT
cte-302	102	8	sufficient	sufficient	ADJ
cte-302	102	9	research	research	NOUN
cte-302	102	10	results	result	NOUN
cte-302	102	11	that	that	PRON
cte-302	102	12	can	can	AUX
cte-302	102	13	be	be	AUX
cte-302	102	14	analyzed	analyze	VERB
cte-302	102	15	on	on	ADP
cte-302	102	16	the	the	DET
cte-302	102	17	international	international	ADJ
cte-302	102	18	level	level	NOUN
cte-302	102	19	to	to	PART
cte-302	102	20	compare	compare	VERB
cte-302	102	21	students	student	NOUN
cte-302	102	22	within	within	ADP
cte-302	102	23	the	the	DET
cte-302	102	24	country	country	NOUN
cte-302	102	25	,	,	PUNCT
cte-302	102	26	or	or	CCONJ
cte-302	102	27	countries	country	NOUN
cte-302	102	28	on	on	ADP
cte-302	102	29	the	the	DET
cte-302	102	30	given	give	VERB
cte-302	102	31	parameters	parameter	NOUN
cte-302	102	32	,	,	PUNCT
cte-302	102	33	and	and	CCONJ
cte-302	102	34	also	also	ADV
cte-302	102	35	as	as	ADP
cte-302	102	36	factor	factor	NOUN
cte-302	102	37	values	value	NOUN
cte-302	102	38	which	which	DET
cte-302	102	39	influence	influence	NOUN
cte-302	102	40	student	student	NOUN
cte-302	102	41	’s	’s	PART
cte-302	102	42	success	success	NOUN
cte-302	102	43	and	and	CCONJ
cte-302	102	44	a	a	DET
cte-302	102	45	range	range	NOUN
cte-302	102	46	of	of	ADP
cte-302	102	47	other	other	ADJ
cte-302	102	48	indicators	indicator	NOUN
cte-302	102	49	.	.	PUNCT
cte-302	103	1	for	for	ADP
cte-302	103	2	instance	instance	NOUN
cte-302	103	3	,	,	PUNCT
cte-302	103	4	the	the	DET
cte-302	103	5	index	index	NOUN
cte-302	103	6	of	of	ADP
cte-302	103	7	students	student	NOUN
cte-302	103	8	’	'	PUNCT
cte-302	103	9	social	social	ADJ
cte-302	103	10	,	,	PUNCT
cte-302	103	11	economic	economic	ADJ
cte-302	103	12	,	,	PUNCT
cte-302	103	13	and	and	CCONJ
cte-302	103	14	cultural	cultural	ADJ
cte-302	103	15	statuses	status	NOUN
cte-302	103	16	demonstrates	demonstrate	VERB
cte-302	103	17	not	not	PART
cte-302	103	18	only	only	ADV
cte-302	103	19	the	the	DET
cte-302	103	20	financial	financial	ADJ
cte-302	103	21	situation	situation	NOUN
cte-302	103	22	in	in	ADP
cte-302	103	23	a	a	DET
cte-302	103	24	family	family	NOUN
cte-302	103	25	,	,	PUNCT
cte-302	103	26	but	but	CCONJ
cte-302	103	27	the	the	DET
cte-302	103	28	social	social	ADJ
cte-302	103	29	and	and	CCONJ
cte-302	103	30	cultural	cultural	ADJ
cte-302	103	31	aspects	aspect	NOUN
cte-302	103	32	of	of	ADP
cte-302	103	33	their	their	PRON
cte-302	103	34	lives	life	NOUN
cte-302	103	35	including	include	VERB
cte-302	103	36	their	their	PRON
cte-302	103	37	parents	parent	NOUN
cte-302	103	38	’	’	PART
cte-302	103	39	education	education	NOUN
cte-302	103	40	,	,	PUNCT
cte-302	103	41	availability	availability	NOUN
cte-302	103	42	of	of	ADP
cte-302	103	43	books	book	NOUN
cte-302	103	44	,	,	PUNCT
cte-302	103	45	musical	musical	ADJ
cte-302	103	46	instruments	instrument	NOUN
cte-302	103	47	,	,	PUNCT
cte-302	103	48	educational	educational	ADJ
cte-302	103	49	software	software	NOUN
cte-302	103	50	,	,	PUNCT
cte-302	103	51	etc	etc	X
cte-302	103	52	.	.	X
cte-302	103	53	488	488	NUM
cte-302	103	54	cte	cte	NOUN
cte-302	103	55	workshop	workshop	NOUN
cte-302	103	56	proceedings	proceeding	NOUN
cte-302	103	57	,	,	PUNCT
cte-302	103	58	2021	2021	NUM
cte-302	103	59	,	,	PUNCT
cte-302	103	60	vol	vol	NOUN
cte-302	103	61	.	.	NOUN
cte-302	103	62	8	8	NUM
cte-302	103	63	:	:	PUNCT
cte-302	103	64	cte-2020	cte-2020	NOUN
cte-302	103	65	,	,	PUNCT
cte-302	103	66	pp	pp	ADP
cte-302	103	67	.	.	PUNCT
cte-302	104	1	484	484	NUM
cte-302	104	2	-	-	SYM
cte-302	104	3	494	494	NUM
cte-302	104	4	figure	figure	NOUN
cte-302	104	5	1	1	NUM
cte-302	104	6	:	:	PUNCT
cte-302	104	7	the	the	DET
cte-302	104	8	structure	structure	NOUN
cte-302	104	9	of	of	ADP
cte-302	104	10	the	the	DET
cte-302	104	11	pisa	pisa	PROPN
cte-302	104	12	study	study	PROPN
cte-302	104	13	.	.	PUNCT
cte-302	105	1	the	the	DET
cte-302	105	2	index	index	NOUN
cte-302	105	3	value	value	NOUN
cte-302	105	4	is	be	AUX
cte-302	105	5	an	an	DET
cte-302	105	6	important	important	ADJ
cte-302	105	7	indicator	indicator	NOUN
cte-302	105	8	of	of	ADP
cte-302	105	9	the	the	DET
cte-302	105	10	students	student	NOUN
cte-302	105	11	’	'	PUNCT
cte-302	105	12	social	social	ADJ
cte-302	105	13	,	,	PUNCT
cte-302	105	14	economic	economic	ADJ
cte-302	105	15	,	,	PUNCT
cte-302	105	16	and	and	CCONJ
cte-302	105	17	cultural	cultural	ADJ
cte-302	105	18	statuses	status	NOUN
cte-302	105	19	compared	compare	VERB
cte-302	105	20	to	to	ADP
cte-302	105	21	their	their	PRON
cte-302	105	22	peers	peer	NOUN
cte-302	105	23	from	from	ADP
cte-302	105	24	other	other	ADJ
cte-302	105	25	countries	country	NOUN
cte-302	105	26	.	.	PUNCT
cte-302	106	1	besides	besides	SCONJ
cte-302	106	2	,	,	PUNCT
cte-302	106	3	index	index	NOUN
cte-302	106	4	value	value	NOUN
cte-302	106	5	influences	influence	VERB
cte-302	106	6	both	both	DET
cte-302	106	7	students	student	NOUN
cte-302	106	8	’	'	PUNCT
cte-302	106	9	success	success	NOUN
cte-302	106	10	and	and	CCONJ
cte-302	106	11	other	other	ADJ
cte-302	106	12	indexes	index	NOUN
cte-302	106	13	received	receive	VERB
cte-302	106	14	during	during	ADP
cte-302	106	15	the	the	DET
cte-302	106	16	analysis	analysis	NOUN
cte-302	106	17	.	.	PUNCT
cte-302	107	1	the	the	DET
cte-302	107	2	values	value	NOUN
cte-302	107	3	of	of	ADP
cte-302	107	4	the	the	DET
cte-302	107	5	main	main	ADJ
cte-302	107	6	indexes	index	NOUN
cte-302	107	7	,	,	PUNCT
cte-302	107	8	criteria	criterion	NOUN
cte-302	107	9	and	and	CCONJ
cte-302	107	10	characteristics	characteristic	NOUN
cte-302	107	11	can	can	AUX
cte-302	107	12	be	be	AUX
cte-302	107	13	divided	divide	VERB
cte-302	107	14	into	into	ADP
cte-302	107	15	several	several	ADJ
cte-302	107	16	categories	category	NOUN
cte-302	107	17	:	:	PUNCT
cte-302	107	18	•	•	NUM
cte-302	108	1	wellbeing	wellbee	VERB
cte-302	108	2	,	,	PUNCT
cte-302	108	3	students	student	NOUN
cte-302	108	4	’	'	PUNCT
cte-302	108	5	ambitions	ambition	NOUN
cte-302	108	6	,	,	PUNCT
cte-302	108	7	expectations	expectation	NOUN
cte-302	108	8	,	,	PUNCT
cte-302	108	9	and	and	CCONJ
cte-302	108	10	attitude	attitude	NOUN
cte-302	108	11	to	to	ADP
cte-302	108	12	education	education	NOUN
cte-302	108	13	,	,	PUNCT
cte-302	108	14	•	•	NUM
cte-302	108	15	resources	resource	NOUN
cte-302	108	16	invested	invest	VERB
cte-302	108	17	in	in	ADP
cte-302	108	18	education	education	NOUN
cte-302	108	19	,	,	PUNCT
cte-302	108	20	•	•	CCONJ
cte-302	108	21	the	the	DET
cte-302	108	22	learning	learn	VERB
cte-302	108	23	environment	environment	NOUN
cte-302	108	24	and	and	CCONJ
cte-302	108	25	school	school	NOUN
cte-302	108	26	climate	climate	NOUN
cte-302	108	27	.	.	PUNCT
cte-302	109	1	each	each	DET
cte-302	109	2	category	category	NOUN
cte-302	109	3	has	have	VERB
cte-302	109	4	a	a	DET
cte-302	109	5	set	set	NOUN
cte-302	109	6	of	of	ADP
cte-302	109	7	indexes	index	NOUN
cte-302	109	8	and	and	CCONJ
cte-302	109	9	criterias	criteria	NOUN
cte-302	109	10	,	,	PUNCT
cte-302	109	11	received	receive	VERB
cte-302	109	12	from	from	ADP
cte-302	109	13	the	the	DET
cte-302	109	14	questioning	question	VERB
cte-302	109	15	students	student	NOUN
cte-302	109	16	and	and	CCONJ
cte-302	109	17	their	their	PRON
cte-302	109	18	educators	educator	NOUN
cte-302	109	19	.	.	PUNCT
cte-302	110	1	calculated	calculate	VERB
cte-302	110	2	via	via	ADP
cte-302	110	3	complicated	complicated	ADJ
cte-302	110	4	mathematical	mathematical	ADJ
cte-302	110	5	models	model	NOUN
cte-302	110	6	,	,	PUNCT
cte-302	110	7	these	these	DET
cte-302	110	8	indexes	index	NOUN
cte-302	110	9	allow	allow	VERB
cte-302	110	10	for	for	ADP
cte-302	110	11	comparing	compare	VERB
cte-302	110	12	values	value	NOUN
cte-302	110	13	on	on	ADP
cte-302	110	14	the	the	DET
cte-302	110	15	international	international	ADJ
cte-302	110	16	level	level	NOUN
cte-302	110	17	and	and	CCONJ
cte-302	110	18	separate	separate	ADJ
cte-302	110	19	categories	category	NOUN
cte-302	110	20	of	of	ADP
cte-302	110	21	students	student	NOUN
cte-302	110	22	.	.	PUNCT
cte-302	111	1	the	the	DET
cte-302	111	2	indexes	index	NOUN
cte-302	111	3	mostly	mostly	ADV
cte-302	111	4	summarize	summarize	VERB
cte-302	111	5	student	student	NOUN
cte-302	111	6	’	'	PUNCT
cte-302	111	7	input	input	NOUN
cte-302	111	8	to	to	ADP
cte-302	111	9	the	the	DET
cte-302	111	10	survey	survey	NOUN
cte-302	111	11	and	and	CCONJ
cte-302	111	12	are	be	AUX
cte-302	111	13	considered	consider	VERB
cte-302	111	14	to	to	PART
cte-302	111	15	be	be	AUX
cte-302	111	16	imputed	impute	VERB
cte-302	111	17	relative	relative	ADJ
cte-302	111	18	values	value	NOUN
cte-302	111	19	that	that	PRON
cte-302	111	20	characterize	characterize	VERB
cte-302	111	21	some	some	DET
cte-302	111	22	aspect	aspect	NOUN
cte-302	111	23	of	of	ADP
cte-302	111	24	the	the	DET
cte-302	111	25	research	research	NOUN
cte-302	111	26	.	.	PUNCT
cte-302	112	1	the	the	DET
cte-302	112	2	indexes	index	NOUN
cte-302	112	3	are	be	AUX
cte-302	112	4	compared	compare	VERB
cte-302	112	5	based	base	VERB
cte-302	112	6	on	on	ADP
cte-302	112	7	oecd	oecd	PROPN
cte-302	112	8	,	,	PUNCT
cte-302	112	9	an	an	DET
cte-302	112	10	average	average	NOUN
cte-302	112	11	of	of	ADP
cte-302	112	12	the	the	DET
cte-302	112	13	countries	country	NOUN
cte-302	112	14	,	,	PUNCT
cte-302	112	15	that	that	PRON
cte-302	112	16	equals	equal	VERB
cte-302	112	17	to	to	ADP
cte-302	112	18	0	0	NUM
cte-302	112	19	.	.	PUNCT
cte-302	113	1	thus	thus	ADV
cte-302	113	2	,	,	PUNCT
cte-302	113	3	the	the	DET
cte-302	113	4	indexes	index	NOUN
cte-302	113	5	mentioned	mention	VERB
cte-302	113	6	on	on	ADP
cte-302	113	7	the	the	DET
cte-302	113	8	graphs	graph	NOUN
cte-302	113	9	or	or	CCONJ
cte-302	113	10	in	in	ADP
cte-302	113	11	tables	table	NOUN
cte-302	113	12	should	should	AUX
cte-302	113	13	have	have	VERB
cte-302	113	14	explanations	explanation	NOUN
cte-302	113	15	to	to	PART
cte-302	113	16	help	help	VERB
cte-302	113	17	users	user	NOUN
cte-302	113	18	interpret	interpret	VERB
cte-302	113	19	the	the	DET
cte-302	113	20	displayed	display	VERB
cte-302	113	21	data	datum	NOUN
cte-302	113	22	correctly	correctly	ADV
cte-302	113	23	.	.	PUNCT
cte-302	114	1	also	also	ADV
cte-302	114	2	,	,	PUNCT
cte-302	114	3	we	we	PRON
cte-302	114	4	can	can	AUX
cte-302	114	5	use	use	VERB
cte-302	114	6	interactive	interactive	ADJ
cte-302	114	7	graphs	graph	NOUN
cte-302	114	8	to	to	PART
cte-302	114	9	visualize	visualize	VERB
cte-302	114	10	the	the	DET
cte-302	114	11	real	real	ADJ
cte-302	114	12	-	-	PUNCT
cte-302	114	13	life	life	NOUN
cte-302	114	14	condition	condition	NOUN
cte-302	114	15	of	of	ADP
cte-302	114	16	ukrainian	ukrainian	ADJ
cte-302	114	17	education	education	NOUN
cte-302	114	18	compared	compare	VERB
cte-302	114	19	to	to	ADP
cte-302	114	20	the	the	DET
cte-302	114	21	reference	reference	NOUN
cte-302	114	22	countries	country	NOUN
cte-302	114	23	with	with	ADP
cte-302	114	24	similar	similar	ADJ
cte-302	114	25	cultural	cultural	ADJ
cte-302	114	26	,	,	PUNCT
cte-302	114	27	social	social	ADJ
cte-302	114	28	,	,	PUNCT
cte-302	114	29	or	or	CCONJ
cte-302	114	30	economical	economical	ADJ
cte-302	114	31	conditions	condition	NOUN
cte-302	114	32	or	or	CCONJ
cte-302	114	33	489	489	NUM
cte-302	114	34	cte	cte	NOUN
cte-302	114	35	workshop	workshop	NOUN
cte-302	114	36	proceedings	proceeding	NOUN
cte-302	114	37	,	,	PUNCT
cte-302	114	38	2021	2021	NUM
cte-302	114	39	,	,	PUNCT
cte-302	114	40	vol	vol	NOUN
cte-302	114	41	.	.	NOUN
cte-302	114	42	8	8	NUM
cte-302	114	43	:	:	PUNCT
cte-302	114	44	cte-2020	cte-2020	NOUN
cte-302	114	45	,	,	PUNCT
cte-302	114	46	pp	pp	ADP
cte-302	114	47	.	.	PUNCT
cte-302	115	1	484	484	NUM
cte-302	115	2	-	-	SYM
cte-302	115	3	494	494	NUM
cte-302	115	4	shared	share	VERB
cte-302	115	5	historical	historical	ADJ
cte-302	115	6	background	background	NOUN
cte-302	115	7	.	.	PUNCT
cte-302	116	1	with	with	ADP
cte-302	116	2	a	a	DET
cte-302	116	3	convenient	convenient	ADJ
cte-302	116	4	visualization	visualization	NOUN
cte-302	116	5	,	,	PUNCT
cte-302	116	6	the	the	DET
cte-302	116	7	user	user	NOUN
cte-302	116	8	can	can	AUX
cte-302	116	9	concentrate	concentrate	VERB
cte-302	116	10	on	on	ADP
cte-302	116	11	the	the	DET
cte-302	116	12	appropriate	appropriate	NOUN
cte-302	116	13	for	for	ADP
cte-302	116	14	comparing	compare	VERB
cte-302	116	15	educational	educational	ADJ
cte-302	116	16	systems	system	NOUN
cte-302	116	17	with	with	ADP
cte-302	116	18	similar	similar	ADJ
cte-302	116	19	social	social	ADJ
cte-302	116	20	and	and	CCONJ
cte-302	116	21	cultural	cultural	ADJ
cte-302	116	22	backgrounds	background	NOUN
cte-302	116	23	.	.	PUNCT
cte-302	117	1	studying	study	VERB
cte-302	117	2	the	the	DET
cte-302	117	3	experience	experience	NOUN
cte-302	117	4	of	of	ADP
cte-302	117	5	countries	country	NOUN
cte-302	117	6	with	with	ADP
cte-302	117	7	similar	similar	ADJ
cte-302	117	8	backgrounds	background	NOUN
cte-302	117	9	and	and	CCONJ
cte-302	117	10	factors	factor	NOUN
cte-302	117	11	that	that	PRON
cte-302	117	12	influence	influence	VERB
cte-302	117	13	their	their	PRON
cte-302	117	14	students	student	NOUN
cte-302	117	15	’	'	PUNCT
cte-302	117	16	success	success	NOUN
cte-302	117	17	is	be	AUX
cte-302	117	18	more	more	ADV
cte-302	117	19	appropriate	appropriate	ADJ
cte-302	117	20	than	than	ADP
cte-302	117	21	comparing	compare	VERB
cte-302	117	22	ukrainian	ukrainian	ADJ
cte-302	117	23	experience	experience	NOUN
cte-302	117	24	to	to	ADP
cte-302	117	25	the	the	DET
cte-302	117	26	experience	experience	NOUN
cte-302	117	27	of	of	ADP
cte-302	117	28	countries	country	NOUN
cte-302	117	29	with	with	ADP
cte-302	117	30	better	well	ADJ
cte-302	117	31	initial	initial	ADJ
cte-302	117	32	conditions	condition	NOUN
cte-302	117	33	for	for	ADP
cte-302	117	34	education	education	NOUN
cte-302	117	35	.	.	PUNCT
cte-302	118	1	3.3	3.3	NUM
cte-302	118	2	.	.	PUNCT
cte-302	119	1	technical	technical	ADJ
cte-302	119	2	implementation	implementation	NOUN
cte-302	119	3	the	the	DET
cte-302	119	4	ukrainian	ukrainian	ADJ
cte-302	119	5	center	center	NOUN
cte-302	119	6	for	for	ADP
cte-302	119	7	educational	educational	ADJ
cte-302	119	8	quality	quality	NOUN
cte-302	119	9	assessment	assessment	NOUN
cte-302	119	10	experts	expert	NOUN
cte-302	119	11	calculate	calculate	VERB
cte-302	119	12	pisa	pisa	PROPN
cte-302	119	13	results	result	NOUN
cte-302	119	14	with	with	ADP
cte-302	119	15	intsvy	intsvy	ADJ
cte-302	119	16	package	package	NOUN
cte-302	119	17	in	in	ADP
cte-302	119	18	r	r	NOUN
cte-302	119	19	environment	environment	NOUN
cte-302	119	20	and	and	CCONJ
cte-302	119	21	store	store	VERB
cte-302	119	22	them	they	PRON
cte-302	119	23	in	in	ADP
cte-302	119	24	text	text	NOUN
cte-302	119	25	documents	document	NOUN
cte-302	119	26	or	or	CCONJ
cte-302	119	27	tables	table	NOUN
cte-302	119	28	(	(	PUNCT
cte-302	119	29	.csv	.csv	ADJ
cte-302	119	30	or	or	CCONJ
cte-302	119	31	.txt	.txt	ADJ
cte-302	119	32	)	)	PUNCT
cte-302	119	33	.	.	PUNCT
cte-302	120	1	based	base	VERB
cte-302	120	2	on	on	ADP
cte-302	120	3	that	that	DET
cte-302	120	4	data	datum	NOUN
cte-302	120	5	,	,	PUNCT
cte-302	120	6	we	we	PRON
cte-302	120	7	build	build	VERB
cte-302	120	8	diagrams	diagram	NOUN
cte-302	120	9	to	to	PART
cte-302	120	10	demonstrate	demonstrate	VERB
cte-302	120	11	the	the	DET
cte-302	120	12	distribution	distribution	NOUN
cte-302	120	13	of	of	ADP
cte-302	120	14	indicators	indicator	NOUN
cte-302	120	15	.	.	PUNCT
cte-302	121	1	figure	figure	NOUN
cte-302	121	2	2	2	NUM
cte-302	121	3	demonstrates	demonstrate	VERB
cte-302	121	4	the	the	DET
cte-302	121	5	general	general	ADJ
cte-302	121	6	structure	structure	NOUN
cte-302	121	7	of	of	ADP
cte-302	121	8	the	the	DET
cte-302	121	9	results	result	NOUN
cte-302	121	10	visualization	visualization	NOUN
cte-302	121	11	.	.	PUNCT
cte-302	122	1	figure	figure	NOUN
cte-302	122	2	2	2	NUM
cte-302	122	3	:	:	PUNCT
cte-302	122	4	generalized	generalized	ADJ
cte-302	122	5	structure	structure	NOUN
cte-302	122	6	of	of	ADP
cte-302	122	7	visualisation	visualisation	NOUN
cte-302	122	8	of	of	ADP
cte-302	122	9	pisa	pisa	PROPN
cte-302	122	10	results	result	NOUN
cte-302	122	11	.	.	PUNCT
cte-302	123	1	we	we	PRON
cte-302	123	2	utilized	utilize	VERB
cte-302	123	3	r	r	NOUN
cte-302	123	4	shiny	shiny	ADJ
cte-302	123	5	package	package	NOUN
cte-302	123	6	(	(	PUNCT
cte-302	123	7	https://shiny.rstudio.com/	https://shiny.rstudio.com/	PROPN
cte-302	123	8	)	)	PUNCT
cte-302	123	9	to	to	PART
cte-302	123	10	design	design	VERB
cte-302	123	11	both	both	DET
cte-302	123	12	the	the	DET
cte-302	123	13	application	application	NOUN
cte-302	123	14	interface	interface	NOUN
cte-302	123	15	and	and	CCONJ
cte-302	123	16	the	the	DET
cte-302	123	17	server	server	NOUN
cte-302	123	18	sides	side	NOUN
cte-302	123	19	,	,	PUNCT
cte-302	123	20	and	and	CCONJ
cte-302	123	21	deploy	deploy	VERB
cte-302	123	22	the	the	DET
cte-302	123	23	application	application	NOUN
cte-302	123	24	to	to	ADP
cte-302	123	25	the	the	DET
cte-302	123	26	cloud	cloud	NOUN
cte-302	123	27	[	[	X
cte-302	123	28	17	17	NUM
cte-302	123	29	]	]	PUNCT
cte-302	123	30	.	.	PUNCT
cte-302	124	1	figure	figure	NOUN
cte-302	124	2	3	3	NUM
cte-302	124	3	demonstrates	demonstrate	VERB
cte-302	124	4	the	the	DET
cte-302	124	5	application	application	NOUN
cte-302	124	6	structure	structure	NOUN
cte-302	124	7	.	.	PUNCT
cte-302	125	1	the	the	DET
cte-302	125	2	application	application	NOUN
cte-302	125	3	provides	provide	VERB
cte-302	125	4	for	for	ADP
cte-302	125	5	calculating	calculate	VERB
cte-302	125	6	criteria	criterion	NOUN
cte-302	125	7	based	base	VERB
cte-302	125	8	on	on	ADP
cte-302	125	9	pisa	pisa	PROPN
cte-302	125	10	results	result	NOUN
cte-302	125	11	in	in	ADP
cte-302	125	12	r	r	NOUN
cte-302	125	13	via	via	ADP
cte-302	125	14	the	the	DET
cte-302	125	15	intsvy	intsvy	ADJ
cte-302	125	16	package	package	NOUN
cte-302	125	17	.	.	PUNCT
cte-302	126	1	the	the	DET
cte-302	126	2	application	application	NOUN
cte-302	126	3	stores	store	VERB
cte-302	126	4	the	the	DET
cte-302	126	5	calculation	calculation	NOUN
cte-302	126	6	results	result	VERB
cte-302	126	7	in	in	ADP
cte-302	126	8	the	the	DET
cte-302	126	9	text	text	NOUN
cte-302	126	10	files	file	NOUN
cte-302	126	11	used	use	VERB
cte-302	126	12	to	to	PART
cte-302	126	13	visualize	visualize	VERB
cte-302	126	14	data	datum	NOUN
cte-302	126	15	on	on	ADP
cte-302	126	16	the	the	DET
cte-302	126	17	server	server	NOUN
cte-302	126	18	-	-	PUNCT
cte-302	126	19	side	side	NOUN
cte-302	126	20	.	.	PUNCT
cte-302	127	1	thus	thus	ADV
cte-302	127	2	,	,	PUNCT
cte-302	127	3	the	the	DET
cte-302	127	4	application	application	NOUN
cte-302	127	5	does	do	AUX
cte-302	127	6	n’t	not	PART
cte-302	127	7	conduct	conduct	VERB
cte-302	127	8	any	any	DET
cte-302	127	9	calculations	calculation	NOUN
cte-302	127	10	and	and	CCONJ
cte-302	127	11	490	490	NUM
cte-302	127	12	https://shiny.rstudio.com/	https://shiny.rstudio.com/	PROPN
cte-302	127	13	cte	cte	PROPN
cte-302	127	14	workshop	workshop	NOUN
cte-302	127	15	proceedings	proceeding	NOUN
cte-302	127	16	,	,	PUNCT
cte-302	127	17	2021	2021	NUM
cte-302	127	18	,	,	PUNCT
cte-302	127	19	vol	vol	NOUN
cte-302	127	20	.	.	NOUN
cte-302	127	21	8	8	NUM
cte-302	127	22	:	:	PUNCT
cte-302	127	23	cte-2020	cte-2020	NOUN
cte-302	127	24	,	,	PUNCT
cte-302	127	25	pp	pp	ADP
cte-302	127	26	.	.	PUNCT
cte-302	128	1	484	484	NUM
cte-302	128	2	-	-	SYM
cte-302	128	3	494	494	NUM
cte-302	128	4	does	do	AUX
cte-302	128	5	n’t	not	PART
cte-302	128	6	require	require	VERB
cte-302	128	7	any	any	DET
cte-302	128	8	time	time	NOUN
cte-302	128	9	to	to	PART
cte-302	128	10	upload	upload	VERB
cte-302	128	11	data	datum	NOUN
cte-302	128	12	and	and	CCONJ
cte-302	128	13	process	process	VERB
cte-302	128	14	the	the	DET
cte-302	128	15	results	result	NOUN
cte-302	128	16	.	.	PUNCT
cte-302	129	1	figure	figure	VERB
cte-302	129	2	3	3	NUM
cte-302	129	3	:	:	PUNCT
cte-302	129	4	the	the	DET
cte-302	129	5	technical	technical	ADJ
cte-302	129	6	implementation	implementation	NOUN
cte-302	129	7	.	.	PUNCT
cte-302	130	1	the	the	DET
cte-302	130	2	application	application	NOUN
cte-302	130	3	interface	interface	NOUN
cte-302	130	4	is	be	AUX
cte-302	130	5	designed	design	VERB
cte-302	130	6	as	as	ADP
cte-302	130	7	an	an	DET
cte-302	130	8	interactive	interactive	ADJ
cte-302	130	9	dashboard	dashboard	NOUN
cte-302	130	10	and	and	CCONJ
cte-302	130	11	provides	provide	VERB
cte-302	130	12	for	for	ADP
cte-302	130	13	navigation	navigation	NOUN
cte-302	130	14	,	,	PUNCT
cte-302	130	15	interactive	interactive	ADJ
cte-302	130	16	menu	menu	NOUN
cte-302	130	17	,	,	PUNCT
cte-302	130	18	graphics	graphic	NOUN
cte-302	130	19	,	,	PUNCT
cte-302	130	20	and	and	CCONJ
cte-302	130	21	hypertext	hypertext	NOUN
cte-302	130	22	links	link	NOUN
cte-302	130	23	.	.	PUNCT
cte-302	131	1	figure	figure	NOUN
cte-302	131	2	4	4	NUM
cte-302	131	3	demonstrates	demonstrate	VERB
cte-302	131	4	the	the	DET
cte-302	131	5	application	application	NOUN
cte-302	131	6	home	home	NOUN
cte-302	131	7	page	page	NOUN
cte-302	131	8	and	and	CCONJ
cte-302	131	9	the	the	DET
cte-302	131	10	main	main	ADJ
cte-302	131	11	navigation	navigation	NOUN
cte-302	131	12	elements	element	NOUN
cte-302	131	13	that	that	PRON
cte-302	131	14	allow	allow	VERB
cte-302	131	15	users	user	NOUN
cte-302	131	16	to	to	PART
cte-302	131	17	go	go	VERB
cte-302	131	18	to	to	ADP
cte-302	131	19	the	the	DET
cte-302	131	20	data	data	NOUN
cte-302	131	21	structure	structure	NOUN
cte-302	131	22	and	and	CCONJ
cte-302	131	23	access	access	VERB
cte-302	131	24	the	the	DET
cte-302	131	25	diagrams	diagram	NOUN
cte-302	131	26	of	of	ADP
cte-302	131	27	pisa	pisa	PROPN
cte-302	131	28	scores	score	NOUN
cte-302	131	29	distribution	distribution	NOUN
cte-302	131	30	and	and	CCONJ
cte-302	131	31	students	student	NOUN
cte-302	131	32	’	'	PUNCT
cte-302	131	33	competence	competence	NOUN
cte-302	131	34	levels	level	NOUN
cte-302	131	35	.	.	PUNCT
cte-302	132	1	figure	figure	NOUN
cte-302	132	2	5	5	NUM
cte-302	132	3	demonstrates	demonstrate	VERB
cte-302	132	4	an	an	DET
cte-302	132	5	interactive	interactive	ADJ
cte-302	132	6	graphic	graphic	NOUN
cte-302	132	7	that	that	PRON
cte-302	132	8	displays	display	VERB
cte-302	132	9	the	the	DET
cte-302	132	10	data	datum	NOUN
cte-302	132	11	on	on	ADP
cte-302	132	12	student	student	NOUN
cte-302	132	13	’s	’s	PART
cte-302	132	14	success	success	NOUN
cte-302	132	15	depending	depend	VERB
cte-302	132	16	on	on	ADP
cte-302	132	17	countries	country	NOUN
cte-302	132	18	and	and	CCONJ
cte-302	132	19	categories	category	NOUN
cte-302	132	20	.	.	PUNCT
cte-302	133	1	this	this	DET
cte-302	133	2	graphic	graphic	NOUN
cte-302	133	3	allows	allow	VERB
cte-302	133	4	users	user	NOUN
cte-302	133	5	to	to	PART
cte-302	133	6	compare	compare	VERB
cte-302	133	7	different	different	ADJ
cte-302	133	8	categories	category	NOUN
cte-302	133	9	of	of	ADP
cte-302	133	10	students	student	NOUN
cte-302	133	11	from	from	ADP
cte-302	133	12	different	different	ADJ
cte-302	133	13	countries	country	NOUN
cte-302	133	14	and	and	CCONJ
cte-302	133	15	see	see	VERB
cte-302	133	16	the	the	DET
cte-302	133	17	factors	factor	NOUN
cte-302	133	18	that	that	PRON
cte-302	133	19	influence	influence	NOUN
cte-302	133	20	students	student	NOUN
cte-302	133	21	’	'	PUNCT
cte-302	133	22	success	success	NOUN
cte-302	133	23	.	.	PUNCT
cte-302	134	1	with	with	ADP
cte-302	134	2	the	the	DET
cte-302	134	3	description	description	NOUN
cte-302	134	4	option	option	NOUN
cte-302	134	5	,	,	PUNCT
cte-302	134	6	the	the	DET
cte-302	134	7	users	user	NOUN
cte-302	134	8	can	can	AUX
cte-302	134	9	get	get	VERB
cte-302	134	10	explanations	explanation	NOUN
cte-302	134	11	for	for	ADP
cte-302	134	12	the	the	DET
cte-302	134	13	main	main	ADJ
cte-302	134	14	criteria	criterion	NOUN
cte-302	134	15	and	and	CCONJ
cte-302	134	16	indexes	index	NOUN
cte-302	134	17	.	.	PUNCT
cte-302	135	1	this	this	DET
cte-302	135	2	option	option	NOUN
cte-302	135	3	is	be	AUX
cte-302	135	4	available	available	ADJ
cte-302	135	5	both	both	CCONJ
cte-302	135	6	from	from	ADP
cte-302	135	7	the	the	DET
cte-302	135	8	context	context	NOUN
cte-302	135	9	menu	menu	NOUN
cte-302	135	10	and	and	CCONJ
cte-302	135	11	from	from	ADP
cte-302	135	12	the	the	DET
cte-302	135	13	hypertext	hypertext	NOUN
cte-302	135	14	prompt	prompt	ADJ
cte-302	135	15	message	message	NOUN
cte-302	135	16	.	.	PUNCT
cte-302	136	1	4	4	X
cte-302	136	2	.	.	X
cte-302	136	3	conclusion	conclusion	NOUN
cte-302	136	4	working	work	VERB
cte-302	136	5	on	on	ADP
cte-302	136	6	this	this	DET
cte-302	136	7	project	project	NOUN
cte-302	136	8	we	we	PRON
cte-302	136	9	came	come	VERB
cte-302	136	10	to	to	ADP
cte-302	136	11	the	the	DET
cte-302	136	12	conclusion	conclusion	NOUN
cte-302	136	13	that	that	SCONJ
cte-302	136	14	applying	apply	VERB
cte-302	136	15	learning	learning	NOUN
cte-302	136	16	analytics	analytic	NOUN
cte-302	136	17	is	be	AUX
cte-302	136	18	not	not	PART
cte-302	136	19	only	only	ADV
cte-302	136	20	a	a	DET
cte-302	136	21	trend	trend	NOUN
cte-302	136	22	but	but	CCONJ
cte-302	136	23	an	an	DET
cte-302	136	24	effective	effective	ADJ
cte-302	136	25	tool	tool	NOUN
cte-302	136	26	for	for	ADP
cte-302	136	27	improving	improve	VERB
cte-302	136	28	the	the	DET
cte-302	136	29	system	system	NOUN
cte-302	136	30	of	of	ADP
cte-302	136	31	education	education	NOUN
cte-302	136	32	at	at	ADP
cte-302	136	33	all	all	DET
cte-302	136	34	levels	level	NOUN
cte-302	136	35	.	.	PUNCT
cte-302	137	1	utilizing	utilize	VERB
cte-302	137	2	the	the	DET
cte-302	137	3	international	international	ADJ
cte-302	137	4	level	level	NOUN
cte-302	137	5	results	result	NOUN
cte-302	137	6	of	of	ADP
cte-302	137	7	learning	learn	VERB
cte-302	137	8	analytics	analytic	NOUN
cte-302	137	9	can	can	AUX
cte-302	137	10	be	be	AUX
cte-302	137	11	challenging	challenge	VERB
cte-302	137	12	for	for	ADP
cte-302	137	13	the	the	DET
cte-302	137	14	local	local	ADJ
cte-302	137	15	researchers	researcher	NOUN
cte-302	137	16	.	.	PUNCT
cte-302	138	1	these	these	DET
cte-302	138	2	challenges	challenge	NOUN
cte-302	138	3	are	be	AUX
cte-302	138	4	connected	connect	VERB
cte-302	138	5	with	with	ADP
cte-302	138	6	managing	manage	VERB
cte-302	138	7	data	datum	NOUN
cte-302	138	8	analysis	analysis	NOUN
cte-302	138	9	tools	tool	NOUN
cte-302	138	10	,	,	PUNCT
cte-302	138	11	understanding	understand	VERB
cte-302	138	12	the	the	DET
cte-302	138	13	research	research	NOUN
cte-302	138	14	methodology	methodology	NOUN
cte-302	138	15	,	,	PUNCT
cte-302	138	16	and	and	CCONJ
cte-302	138	17	the	the	DET
cte-302	138	18	analysed	analyse	VERB
cte-302	138	19	indicators	indicator	NOUN
cte-302	138	20	in	in	ADP
cte-302	138	21	the	the	DET
cte-302	138	22	local	local	ADJ
cte-302	138	23	context	context	NOUN
cte-302	138	24	.	.	PUNCT
cte-302	139	1	ukraine	ukraine	PROPN
cte-302	139	2	participated	participate	VERB
cte-302	139	3	in	in	ADP
cte-302	139	4	pisa	pisa	PROPN
cte-302	139	5	in	in	ADP
cte-302	139	6	2018	2018	NUM
cte-302	139	7	,	,	PUNCT
cte-302	139	8	yet	yet	CCONJ
cte-302	139	9	still	still	ADV
cte-302	139	10	,	,	PUNCT
cte-302	139	11	only	only	ADV
cte-302	139	12	a	a	DET
cte-302	139	13	limited	limited	ADJ
cte-302	139	14	number	number	NOUN
cte-302	139	15	of	of	ADP
cte-302	139	16	researchers	researcher	NOUN
cte-302	139	17	work	work	VERB
cte-302	139	18	on	on	ADP
cte-302	139	19	processing	process	VERB
cte-302	139	20	that	that	DET
cte-302	139	21	data	datum	NOUN
cte-302	139	22	.	.	PUNCT
cte-302	140	1	these	these	DET
cte-302	140	2	results	result	NOUN
cte-302	140	3	are	be	AUX
cte-302	140	4	important	important	ADJ
cte-302	140	5	to	to	PART
cte-302	140	6	understand	understand	VERB
cte-302	140	7	the	the	DET
cte-302	140	8	problems	problem	NOUN
cte-302	140	9	and	and	CCONJ
cte-302	140	10	make	make	VERB
cte-302	140	11	decisions	decision	NOUN
cte-302	140	12	on	on	ADP
cte-302	140	13	the	the	DET
cte-302	140	14	different	different	ADJ
cte-302	140	15	levels	level	NOUN
cte-302	140	16	of	of	ADP
cte-302	140	17	education	education	NOUN
cte-302	140	18	in	in	ADP
cte-302	140	19	ukraine	ukraine	NOUN
cte-302	140	20	.	.	PUNCT
cte-302	141	1	ukrainian	ukrainian	ADJ
cte-302	141	2	specialists	specialist	NOUN
cte-302	141	3	have	have	VERB
cte-302	141	4	challenges	challenge	NOUN
cte-302	141	5	leveraging	leverage	VERB
cte-302	141	6	the	the	DET
cte-302	141	7	pisa	pisa	PROPN
cte-302	141	8	data	data	PROPN
cte-302	141	9	.	.	PUNCT
cte-302	142	1	the	the	DET
cte-302	142	2	pisa	pisa	PROPN
cte-302	142	3	calculations	calculation	NOUN
cte-302	142	4	methodology	methodology	NOUN
cte-302	142	5	is	be	AUX
cte-302	142	6	difficult	difficult	ADJ
cte-302	142	7	to	to	PART
cte-302	142	8	understand	understand	VERB
cte-302	142	9	for	for	ADP
cte-302	142	10	researchers	researcher	NOUN
cte-302	142	11	without	without	ADP
cte-302	142	12	specific	specific	ADJ
cte-302	142	13	background	background	NOUN
cte-302	142	14	with	with	ADP
cte-302	142	15	tooling	tooling	NOUN
cte-302	142	16	and	and	CCONJ
cte-302	142	17	a	a	DET
cte-302	142	18	491	491	NUM
cte-302	142	19	cte	cte	NOUN
cte-302	142	20	workshop	workshop	NOUN
cte-302	142	21	proceedings	proceeding	NOUN
cte-302	142	22	,	,	PUNCT
cte-302	142	23	2021	2021	NUM
cte-302	142	24	,	,	PUNCT
cte-302	142	25	vol	vol	NOUN
cte-302	142	26	.	.	NOUN
cte-302	142	27	8	8	NUM
cte-302	142	28	:	:	PUNCT
cte-302	142	29	cte-2020	cte-2020	NOUN
cte-302	142	30	,	,	PUNCT
cte-302	142	31	pp	pp	ADP
cte-302	142	32	.	.	PUNCT
cte-302	143	1	484	484	NUM
cte-302	143	2	-	-	SYM
cte-302	143	3	494	494	NUM
cte-302	143	4	figure	figure	NOUN
cte-302	143	5	4	4	NUM
cte-302	143	6	:	:	PUNCT
cte-302	143	7	home	home	NOUN
cte-302	143	8	page	page	NOUN
cte-302	143	9	of	of	ADP
cte-302	143	10	application	application	NOUN
cte-302	143	11	.	.	PUNCT
cte-302	144	1	figure	figure	NOUN
cte-302	144	2	5	5	NUM
cte-302	144	3	:	:	PUNCT
cte-302	144	4	interactive	interactive	ADJ
cte-302	144	5	graphic	graphic	NOUN
cte-302	144	6	.	.	PUNCT
cte-302	145	1	good	good	ADJ
cte-302	145	2	level	level	NOUN
cte-302	145	3	of	of	ADP
cte-302	145	4	english	english	PROPN
cte-302	145	5	.	.	PUNCT
cte-302	146	1	thus	thus	ADV
cte-302	146	2	,	,	PUNCT
cte-302	146	3	this	this	DET
cte-302	146	4	work	work	NOUN
cte-302	146	5	proves	prove	VERB
cte-302	146	6	that	that	SCONJ
cte-302	146	7	having	have	VERB
cte-302	146	8	an	an	DET
cte-302	146	9	application	application	NOUN
cte-302	146	10	that	that	PRON
cte-302	146	11	would	would	AUX
cte-302	146	12	simplify	simplify	VERB
cte-302	146	13	accessing	access	VERB
cte-302	146	14	pisa	pisa	ADJ
cte-302	146	15	results	result	NOUN
cte-302	146	16	is	be	AUX
cte-302	146	17	pertinent	pertinent	ADJ
cte-302	146	18	.	.	PUNCT
cte-302	147	1	the	the	DET
cte-302	147	2	application	application	NOUN
cte-302	147	3	we	we	PRON
cte-302	147	4	suggest	suggest	VERB
cte-302	147	5	is	be	AUX
cte-302	147	6	a	a	DET
cte-302	147	7	convenient	convenient	ADJ
cte-302	147	8	tool	tool	NOUN
cte-302	147	9	for	for	ADP
cte-302	147	10	a	a	DET
cte-302	147	11	wide	wide	ADJ
cte-302	147	12	range	range	NOUN
cte-302	147	13	of	of	ADP
cte-302	147	14	people	people	NOUN
cte-302	147	15	working	work	VERB
cte-302	147	16	in	in	ADP
cte-302	147	17	the	the	DET
cte-302	147	18	education	education	NOUN
cte-302	147	19	segment	segment	NOUN
cte-302	147	20	who	who	PRON
cte-302	147	21	utilize	utilize	VERB
cte-302	147	22	pisa	pisa	NOUN
cte-302	147	23	results	result	NOUN
cte-302	147	24	for	for	ADP
cte-302	147	25	their	their	PRON
cte-302	147	26	research	research	NOUN
cte-302	147	27	.	.	PUNCT
cte-302	148	1	this	this	DET
cte-302	148	2	web	web	NOUN
cte-302	148	3	application	application	NOUN
cte-302	148	4	will	will	AUX
cte-302	148	5	allow	allow	VERB
cte-302	148	6	for	for	ADP
cte-302	148	7	assessing	assess	VERB
cte-302	148	8	analytical	analytical	ADJ
cte-302	148	9	data	datum	NOUN
cte-302	148	10	based	base	VERB
cte-302	148	11	on	on	ADP
cte-302	148	12	pisa	pisa	PROPN
cte-302	148	13	results	result	NOUN
cte-302	148	14	in	in	ADP
cte-302	148	15	the	the	DET
cte-302	148	16	most	most	ADV
cte-302	148	17	convenient	convenient	ADJ
cte-302	148	18	,	,	PUNCT
cte-302	148	19	comprehensive	comprehensive	ADJ
cte-302	148	20	,	,	PUNCT
cte-302	148	21	and	and	CCONJ
cte-302	148	22	user	user	NOUN
cte-302	148	23	-	-	PUNCT
cte-302	148	24	friendly	friendly	ADJ
cte-302	148	25	format	format	NOUN
cte-302	148	26	.	.	PUNCT
cte-302	149	1	this	this	PRON
cte-302	149	2	will	will	AUX
cte-302	149	3	be	be	AUX
cte-302	149	4	an	an	DET
cte-302	149	5	effective	effective	ADJ
cte-302	149	6	tool	tool	NOUN
cte-302	149	7	for	for	ADP
cte-302	149	8	accessing	access	VERB
cte-302	149	9	pisa	pisa	PROPN
cte-302	149	10	data	datum	NOUN
cte-302	149	11	in	in	ADP
cte-302	149	12	ukraine	ukraine	NOUN
cte-302	149	13	and	and	CCONJ
cte-302	149	14	utilizing	utilize	VERB
cte-302	149	15	the	the	DET
cte-302	149	16	calculations	calculation	NOUN
cte-302	149	17	’	'	PUNCT
cte-302	149	18	results	result	NOUN
cte-302	149	19	on	on	ADP
cte-302	149	20	the	the	DET
cte-302	149	21	key	key	ADJ
cte-302	149	22	indicators	indicator	NOUN
cte-302	149	23	.	.	PUNCT
cte-302	150	1	what	what	PRON
cte-302	150	2	is	be	AUX
cte-302	150	3	more	more	ADJ
cte-302	150	4	the	the	DET
cte-302	150	5	users	user	NOUN
cte-302	150	6	should	should	AUX
cte-302	150	7	not	not	PART
cte-302	150	8	apply	apply	VERB
cte-302	150	9	the	the	DET
cte-302	150	10	tools	tool	NOUN
cte-302	150	11	for	for	ADP
cte-302	150	12	statistical	statistical	ADJ
cte-302	150	13	data	datum	NOUN
cte-302	150	14	processing	processing	NOUN
cte-302	150	15	.	.	PUNCT
cte-302	151	1	currently	currently	ADV
cte-302	151	2	,	,	PUNCT
cte-302	151	3	we	we	PRON
cte-302	151	4	only	only	ADV
cte-302	151	5	implemented	implement	VERB
cte-302	151	6	a	a	DET
cte-302	151	7	part	part	NOUN
cte-302	151	8	of	of	ADP
cte-302	151	9	the	the	DET
cte-302	151	10	main	main	ADJ
cte-302	151	11	functionality	functionality	NOUN
cte-302	151	12	.	.	PUNCT
cte-302	152	1	though	though	ADV
cte-302	152	2	,	,	PUNCT
cte-302	152	3	492	492	NUM
cte-302	152	4	cte	cte	NOUN
cte-302	152	5	workshop	workshop	NOUN
cte-302	152	6	proceedings	proceeding	NOUN
cte-302	152	7	,	,	PUNCT
cte-302	152	8	2021	2021	NUM
cte-302	152	9	,	,	PUNCT
cte-302	152	10	vol	vol	NOUN
cte-302	152	11	.	.	NOUN
cte-302	152	12	8	8	NUM
cte-302	152	13	:	:	PUNCT
cte-302	152	14	cte-2020	cte-2020	NOUN
cte-302	152	15	,	,	PUNCT
cte-302	152	16	pp	pp	ADP
cte-302	152	17	.	.	PUNCT
cte-302	152	18	484	484	NUM
cte-302	152	19	-	-	SYM
cte-302	152	20	494	494	NUM
cte-302	152	21	we	we	PRON
cte-302	152	22	plan	plan	VERB
cte-302	152	23	the	the	DET
cte-302	152	24	updates	update	NOUN
cte-302	152	25	that	that	PRON
cte-302	152	26	would	would	AUX
cte-302	152	27	allow	allow	VERB
cte-302	152	28	for	for	ADP
cte-302	152	29	uploading	upload	VERB
cte-302	152	30	the	the	DET
cte-302	152	31	calculated	calculate	VERB
cte-302	152	32	results	result	NOUN
cte-302	152	33	in	in	ADP
cte-302	152	34	table	table	NOUN
cte-302	152	35	format	format	NOUN
cte-302	152	36	and	and	CCONJ
cte-302	152	37	utilizing	utilize	VERB
cte-302	152	38	the	the	DET
cte-302	152	39	whole	whole	ADJ
cte-302	152	40	learning	learning	NOUN
cte-302	152	41	analytics	analytic	NOUN
cte-302	152	42	on	on	ADP
cte-302	152	43	pisa	pisa	PROPN
cte-302	152	44	results	result	NOUN
cte-302	152	45	in	in	ADP
cte-302	152	46	ukraine	ukraine	NOUN
cte-302	152	47	.	.	PUNCT
cte-302	153	1	references	reference	NOUN
cte-302	153	2	[	[	X
cte-302	153	3	1	1	NUM
cte-302	153	4	]	]	PUNCT
cte-302	153	5	andriushchenko	andriushchenko	PROPN
cte-302	153	6	,	,	PUNCT
cte-302	153	7	k.	k.	PROPN
cte-302	153	8	,	,	PUNCT
cte-302	153	9	rudyk	rudyk	NOUN
cte-302	153	10	,	,	PUNCT
cte-302	153	11	v.	v.	PROPN
cte-302	153	12	,	,	PUNCT
cte-302	153	13	riabchenko	riabchenko	PROPN
cte-302	153	14	,	,	PUNCT
cte-302	153	15	o.	o.	PROPN
cte-302	153	16	,	,	PUNCT
cte-302	153	17	kachynska	kachynska	PROPN
cte-302	153	18	,	,	PUNCT
cte-302	153	19	m.	m.	NOUN
cte-302	153	20	,	,	PUNCT
cte-302	153	21	marynenko	marynenko	NOUN
cte-302	153	22	,	,	PUNCT
cte-302	153	23	n.	n.	PROPN
cte-302	153	24	,	,	PUNCT
cte-302	153	25	shergina	shergina	PROPN
cte-302	153	26	,	,	PUNCT
cte-302	153	27	l.	l.	PROPN
cte-302	153	28	,	,	PUNCT
cte-302	153	29	kovtun	kovtun	PROPN
cte-302	153	30	,	,	PUNCT
cte-302	153	31	v.	v.	ADV
cte-302	153	32	,	,	PUNCT
cte-302	153	33	tepliuk	tepliuk	NOUN
cte-302	153	34	,	,	PUNCT
cte-302	153	35	m.	m.	NOUN
cte-302	153	36	,	,	PUNCT
cte-302	153	37	zhemba	zhemba	NOUN
cte-302	153	38	,	,	PUNCT
cte-302	153	39	a.	a.	NOUN
cte-302	153	40	and	and	CCONJ
cte-302	153	41	kuchai	kuchai	PROPN
cte-302	153	42	,	,	PUNCT
cte-302	153	43	o.	o.	PROPN
cte-302	153	44	,	,	PUNCT
cte-302	153	45	2019	2019	NUM
cte-302	153	46	.	.	PUNCT
cte-302	154	1	processes	process	NOUN
cte-302	154	2	of	of	ADP
cte-302	154	3	managing	manage	VERB
cte-302	154	4	information	information	NOUN
cte-302	154	5	infrastructure	infrastructure	NOUN
cte-302	154	6	of	of	ADP
cte-302	154	7	a	a	DET
cte-302	154	8	digital	digital	ADJ
cte-302	154	9	enterprise	enterprise	NOUN
cte-302	154	10	in	in	ADP
cte-302	154	11	the	the	DET
cte-302	154	12	framework	framework	NOUN
cte-302	154	13	of	of	ADP
cte-302	154	14	the	the	DET
cte-302	154	15	«	«	PUNCT
cte-302	154	16	industry	industry	NOUN
cte-302	154	17	4.0	4.0	NUM
cte-302	154	18	»	»	NOUN
cte-302	154	19	concept	concept	NOUN
cte-302	154	20	.	.	PUNCT
cte-302	155	1	eastern	eastern	ADJ
cte-302	155	2	-	-	PUNCT
cte-302	155	3	european	european	ADJ
cte-302	155	4	journal	journal	NOUN
cte-302	155	5	of	of	ADP
cte-302	155	6	enterprise	enterprise	NOUN
cte-302	155	7	technologies	technology	NOUN
cte-302	155	8	,	,	PUNCT
cte-302	155	9	1(3	1(3	NUM
cte-302	155	10	(	(	PUNCT
cte-302	155	11	97	97	NUM
cte-302	155	12	)	)	PUNCT
cte-302	155	13	)	)	PUNCT
cte-302	155	14	,	,	PUNCT
cte-302	155	15	p.60–72	p.60–72	ADJ
cte-302	155	16	.	.	PUNCT
cte-302	156	1	available	available	ADJ
cte-302	156	2	from	from	ADP
cte-302	156	3	:	:	PUNCT
cte-302	156	4	https://doi.org/10.15587/1729-4061.2019.157765	https://doi.org/10.15587/1729-4061.2019.157765	PROPN
cte-302	156	5	.	.	PUNCT
cte-302	157	1	[	[	X
cte-302	157	2	2	2	NUM
cte-302	157	3	]	]	PUNCT
cte-302	157	4	arikan	arikan	PROPN
cte-302	157	5	,	,	PUNCT
cte-302	157	6	s.	s.	PROPN
cte-302	157	7	,	,	PUNCT
cte-302	157	8	2014	2014	NUM
cte-302	157	9	.	.	PUNCT
cte-302	158	1	a	a	DET
cte-302	158	2	regression	regression	NOUN
cte-302	158	3	model	model	NOUN
cte-302	158	4	with	with	ADP
cte-302	158	5	a	a	DET
cte-302	158	6	new	new	ADJ
cte-302	158	7	tool	tool	NOUN
cte-302	158	8	:	:	PUNCT
cte-302	158	9	idb	idb	PROPN
cte-302	158	10	analyzer	analyzer	PROPN
cte-302	158	11	for	for	ADP
cte-302	158	12	identifying	identify	VERB
cte-302	158	13	factors	factor	NOUN
cte-302	158	14	predicting	predict	VERB
cte-302	158	15	mathematics	mathematic	NOUN
cte-302	158	16	performance	performance	NOUN
cte-302	158	17	using	use	VERB
cte-302	158	18	pisa	pisa	PROPN
cte-302	158	19	2012	2012	NUM
cte-302	158	20	indices	index	NOUN
cte-302	158	21	.	.	PUNCT
cte-302	159	1	us	us	PROPN
cte-302	159	2	-	-	PUNCT
cte-302	159	3	china	china	PROPN
cte-302	159	4	education	education	PROPN
cte-302	159	5	review	review	NOUN
cte-302	159	6	,	,	PUNCT
cte-302	159	7	4(10	4(10	NUM
cte-302	159	8	)	)	PUNCT
cte-302	159	9	,	,	PUNCT
cte-302	159	10	pp.716–727	pp.716–727	INTJ
cte-302	159	11	.	.	PUNCT
cte-302	160	1	[	[	X
cte-302	160	2	3	3	NUM
cte-302	160	3	]	]	X
cte-302	160	4	brown	brown	ADJ
cte-302	160	5	,	,	PUNCT
cte-302	160	6	m.	m.	NOUN
cte-302	160	7	,	,	PUNCT
cte-302	160	8	mccormack	mccormack	PROPN
cte-302	160	9	,	,	PUNCT
cte-302	160	10	m.	m.	NOUN
cte-302	160	11	,	,	PUNCT
cte-302	160	12	reeves	reeves	PROPN
cte-302	160	13	,	,	PUNCT
cte-302	160	14	j.	j.	PROPN
cte-302	160	15	,	,	PUNCT
cte-302	160	16	brooks	brooks	PROPN
cte-302	160	17	,	,	PUNCT
cte-302	160	18	d.c	d.c	PROPN
cte-302	160	19	.	.	PROPN
cte-302	160	20	,	,	PUNCT
cte-302	160	21	grajek	grajek	PROPN
cte-302	160	22	,	,	PUNCT
cte-302	160	23	s.	s.	PROPN
cte-302	160	24	,	,	PUNCT
cte-302	160	25	alexander	alexander	PROPN
cte-302	160	26	,	,	PUNCT
cte-302	160	27	b.	b.	PROPN
cte-302	160	28	,	,	PUNCT
cte-302	160	29	bali	bali	PROPN
cte-302	160	30	,	,	PUNCT
cte-302	160	31	m.	m.	NOUN
cte-302	160	32	,	,	PUNCT
cte-302	160	33	bulger	bulger	PROPN
cte-302	160	34	,	,	PUNCT
cte-302	160	35	s.	s.	PROPN
cte-302	160	36	,	,	PUNCT
cte-302	160	37	dark	dark	PROPN
cte-302	160	38	,	,	PUNCT
cte-302	160	39	s.	s.	PROPN
cte-302	160	40	,	,	PUNCT
cte-302	160	41	engelbert	engelbert	PROPN
cte-302	160	42	,	,	PUNCT
cte-302	160	43	n.	n.	PROPN
cte-302	160	44	,	,	PUNCT
cte-302	160	45	gannon	gannon	PROPN
cte-302	160	46	,	,	PUNCT
cte-302	160	47	k.	k.	PROPN
cte-302	160	48	,	,	PUNCT
cte-302	160	49	gauthier	gauthier	PROPN
cte-302	160	50	,	,	PUNCT
cte-302	160	51	a.	a.	PROPN
cte-302	160	52	,	,	PUNCT
cte-302	160	53	gibson	gibson	PROPN
cte-302	160	54	,	,	PUNCT
cte-302	160	55	d.	d.	PROPN
cte-302	160	56	,	,	PUNCT
cte-302	160	57	gibson	gibson	PROPN
cte-302	160	58	,	,	PUNCT
cte-302	160	59	r.	r.	PROPN
cte-302	160	60	,	,	PUNCT
cte-302	160	61	lundin	lundin	PROPN
cte-302	160	62	,	,	PUNCT
cte-302	160	63	b.	b.	PROPN
cte-302	160	64	,	,	PUNCT
cte-302	160	65	veletsianos	veletsianos	PROPN
cte-302	160	66	,	,	PUNCT
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cte-302	163	3	]	]	PUNCT
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cte-302	167	6	)	)	PUNCT
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cte-302	209	26	results	result	VERB
cte-302	209	27	3.1	3.1	NUM
cte-302	209	28	the	the	DET
cte-302	209	29	challenges	challenge	NOUN
cte-302	209	30	addressed	address	VERB
cte-302	209	31	by	by	ADP
cte-302	209	32	the	the	DET
cte-302	209	33	application	application	NOUN
cte-302	209	34	3.2	3.2	NUM
cte-302	209	35	application	application	NOUN
cte-302	209	36	structure	structure	NOUN
cte-302	209	37	3.3	3.3	NUM
cte-302	209	38	technical	technical	ADJ
cte-302	209	39	implementation	implementation	NOUN
cte-302	209	40	4	4	NUM
cte-302	209	41	conclusion	conclusion	NOUN