id	sid	tid	token	lemma	pos
elsr-56128	1	1	education	education	NOUN
elsr-56128	1	2	,	,	PUNCT
elsr-56128	1	3	language	language	NOUN
elsr-56128	1	4	and	and	CCONJ
elsr-56128	1	5	sociology	sociology	NOUN
elsr-56128	1	6	research	research	NOUN
elsr-56128	1	7	issn	issn	PROPN
elsr-56128	1	8	2690	2690	NUM
elsr-56128	1	9	-	-	SYM
elsr-56128	1	10	3644	3644	NUM
elsr-56128	1	11	(	(	PUNCT
elsr-56128	1	12	print	print	NOUN
elsr-56128	1	13	)	)	PUNCT
elsr-56128	1	14	issn	issn	PROPN
elsr-56128	1	15	2690	2690	NUM
elsr-56128	1	16	-	-	SYM
elsr-56128	1	17	3652	3652	NUM
elsr-56128	1	18	(	(	PUNCT
elsr-56128	1	19	online	online	ADJ
elsr-56128	1	20	)	)	PUNCT
elsr-56128	1	21	vol	vol	NOUN
elsr-56128	1	22	.	.	PROPN
elsr-56128	2	1	6	6	NUM
elsr-56128	2	2	,	,	PUNCT
elsr-56128	2	3	no	no	INTJ
elsr-56128	2	4	.	.	NOUN
elsr-56128	2	5	2	2	NUM
elsr-56128	2	6	,	,	PUNCT
elsr-56128	2	7	2025	2025	NUM
elsr-56128	2	8	www.scholink.org/ojs/index.php/elsr	www.scholink.org/ojs/index.php/elsr	PROPN
elsr-56128	2	9	149	149	NUM
elsr-56128	2	10	original	original	ADJ
elsr-56128	2	11	paper	paper	NOUN
elsr-56128	2	12	data	data	NOUN
elsr-56128	2	13	visualization	visualization	NOUN
elsr-56128	2	14	design	design	NOUN
elsr-56128	2	15	:	:	PUNCT
elsr-56128	2	16	strategies	strategy	NOUN
elsr-56128	2	17	for	for	ADP
elsr-56128	2	18	optimizing	optimize	VERB
elsr-56128	2	19	information	information	NOUN
elsr-56128	2	20	delivery	delivery	NOUN
elsr-56128	2	21	and	and	CCONJ
elsr-56128	2	22	decision	decision	NOUN
elsr-56128	2	23	support	support	NOUN
elsr-56128	2	24	yingquan	yingquan	PROPN
elsr-56128	2	25	wang1	wang1	PROPN
elsr-56128	2	26	*	*	SYM
elsr-56128	2	27	1	1	NUM
elsr-56128	2	28	college	college	NOUN
elsr-56128	2	29	of	of	ADP
elsr-56128	2	30	design	design	NOUN
elsr-56128	2	31	and	and	CCONJ
elsr-56128	2	32	fine	fine	ADJ
elsr-56128	2	33	arts	art	NOUN
elsr-56128	2	34	,	,	PUNCT
elsr-56128	2	35	qingdao	qingdao	PROPN
elsr-56128	2	36	huanghai	huanghai	PROPN
elsr-56128	2	37	university	university	PROPN
elsr-56128	2	38	,	,	PUNCT
elsr-56128	2	39	qingdao	qingdao	PROPN
elsr-56128	2	40	,	,	PUNCT
elsr-56128	2	41	china	china	PROPN
elsr-56128	2	42	*	*	PUNCT
elsr-56128	2	43	corresponding	correspond	VERB
elsr-56128	2	44	author	author	NOUN
elsr-56128	2	45	:	:	PUNCT
elsr-56128	2	46	yingquan	yingquan	PROPN
elsr-56128	2	47	wang	wang	PROPN
elsr-56128	2	48	,	,	PUNCT
elsr-56128	2	49	email	email	NOUN
elsr-56128	2	50	:	:	PUNCT
elsr-56128	2	51	wangyq@qdhhc.edu.cn	wangyq@qdhhc.edu.cn	PROPN
elsr-56128	2	52	received	receive	VERB
elsr-56128	2	53	:	:	PUNCT
elsr-56128	2	54	april	april	PROPN
elsr-56128	2	55	27	27	NUM
elsr-56128	2	56	,	,	PUNCT
elsr-56128	2	57	2025	2025	NUM
elsr-56128	2	58	accepted	accept	VERB
elsr-56128	2	59	:	:	PUNCT
elsr-56128	2	60	may	may	AUX
elsr-56128	2	61	13	13	NUM
elsr-56128	2	62	,	,	PUNCT
elsr-56128	2	63	2025	2025	NUM
elsr-56128	2	64	online	online	ADV
elsr-56128	2	65	published	publish	VERB
elsr-56128	2	66	:	:	PUNCT
elsr-56128	2	67	may	may	AUX
elsr-56128	2	68	27	27	NUM
elsr-56128	2	69	,	,	PUNCT
elsr-56128	2	70	2025	2025	NUM
elsr-56128	2	71	doi:10.22158	doi:10.22158	NOUN
elsr-56128	2	72	/	/	SYM
elsr-56128	2	73	elsr.v6n2p149	elsr.v6n2p149	NOUN
elsr-56128	2	74	url	url	NOUN
elsr-56128	2	75	:	:	PUNCT
elsr-56128	2	76	http://dx.doi.org/10.22158/elsr.v6n2p149	http://dx.doi.org/10.22158/elsr.v6n2p149	PRON
elsr-56128	2	77	abstract	abstract	ADJ
elsr-56128	2	78	this	this	DET
elsr-56128	2	79	paper	paper	NOUN
elsr-56128	2	80	explores	explore	VERB
elsr-56128	2	81	the	the	DET
elsr-56128	2	82	fundamental	fundamental	ADJ
elsr-56128	2	83	concepts	concept	NOUN
elsr-56128	2	84	,	,	PUNCT
elsr-56128	2	85	methods	method	NOUN
elsr-56128	2	86	,	,	PUNCT
elsr-56128	2	87	and	and	CCONJ
elsr-56128	2	88	principles	principle	NOUN
elsr-56128	2	89	of	of	ADP
elsr-56128	2	90	data	datum	NOUN
elsr-56128	2	91	visualization	visualization	NOUN
elsr-56128	2	92	design	design	NOUN
elsr-56128	2	93	.	.	PUNCT
elsr-56128	3	1	it	it	PRON
elsr-56128	3	2	provides	provide	VERB
elsr-56128	3	3	a	a	DET
elsr-56128	3	4	detailed	detailed	ADJ
elsr-56128	3	5	analysis	analysis	NOUN
elsr-56128	3	6	of	of	ADP
elsr-56128	3	7	key	key	ADJ
elsr-56128	3	8	steps	step	NOUN
elsr-56128	3	9	,	,	PUNCT
elsr-56128	3	10	such	such	ADJ
elsr-56128	3	11	as	as	ADP
elsr-56128	3	12	data	data	NOUN
elsr-56128	3	13	preprocessing	preprocessing	NOUN
elsr-56128	3	14	,	,	PUNCT
elsr-56128	3	15	graphic	graphic	ADJ
elsr-56128	3	16	design	design	NOUN
elsr-56128	3	17	,	,	PUNCT
elsr-56128	3	18	interaction	interaction	NOUN
elsr-56128	3	19	design	design	NOUN
elsr-56128	3	20	,	,	PUNCT
elsr-56128	3	21	and	and	CCONJ
elsr-56128	3	22	multidimensional	multidimensional	ADJ
elsr-56128	3	23	data	datum	NOUN
elsr-56128	3	24	visualization	visualization	NOUN
elsr-56128	3	25	.	.	PUNCT
elsr-56128	4	1	the	the	DET
elsr-56128	4	2	paper	paper	NOUN
elsr-56128	4	3	discusses	discuss	VERB
elsr-56128	4	4	how	how	SCONJ
elsr-56128	4	5	scientific	scientific	ADJ
elsr-56128	4	6	design	design	NOUN
elsr-56128	4	7	can	can	AUX
elsr-56128	4	8	enhance	enhance	VERB
elsr-56128	4	9	the	the	DET
elsr-56128	4	10	readability	readability	NOUN
elsr-56128	4	11	and	and	CCONJ
elsr-56128	4	12	comprehensibility	comprehensibility	NOUN
elsr-56128	4	13	of	of	ADP
elsr-56128	4	14	data	datum	NOUN
elsr-56128	4	15	.	.	PUNCT
elsr-56128	5	1	furthermore	furthermore	ADV
elsr-56128	5	2	,	,	PUNCT
elsr-56128	5	3	it	it	PRON
elsr-56128	5	4	examines	examine	VERB
elsr-56128	5	5	the	the	DET
elsr-56128	5	6	role	role	NOUN
elsr-56128	5	7	of	of	ADP
elsr-56128	5	8	data	datum	NOUN
elsr-56128	5	9	visualization	visualization	NOUN
elsr-56128	5	10	as	as	ADP
elsr-56128	5	11	a	a	DET
elsr-56128	5	12	crucial	crucial	ADJ
elsr-56128	5	13	tool	tool	NOUN
elsr-56128	5	14	for	for	ADP
elsr-56128	5	15	information	information	NOUN
elsr-56128	5	16	delivery	delivery	NOUN
elsr-56128	5	17	and	and	CCONJ
elsr-56128	5	18	decision	decision	NOUN
elsr-56128	5	19	support	support	NOUN
elsr-56128	5	20	in	in	ADP
elsr-56128	5	21	modern	modern	ADJ
elsr-56128	5	22	society	society	NOUN
elsr-56128	5	23	,	,	PUNCT
elsr-56128	5	24	highlighting	highlight	VERB
elsr-56128	5	25	the	the	DET
elsr-56128	5	26	importance	importance	NOUN
elsr-56128	5	27	of	of	ADP
elsr-56128	5	28	design	design	NOUN
elsr-56128	5	29	principles	principle	NOUN
elsr-56128	5	30	such	such	ADJ
elsr-56128	5	31	as	as	ADP
elsr-56128	5	32	simplicity	simplicity	NOUN
elsr-56128	5	33	,	,	PUNCT
elsr-56128	5	34	clarity	clarity	NOUN
elsr-56128	5	35	,	,	PUNCT
elsr-56128	5	36	and	and	CCONJ
elsr-56128	5	37	consistency	consistency	NOUN
elsr-56128	5	38	in	in	ADP
elsr-56128	5	39	improving	improve	VERB
elsr-56128	5	40	data	datum	NOUN
elsr-56128	5	41	presentation	presentation	NOUN
elsr-56128	5	42	.	.	PUNCT
elsr-56128	6	1	finally	finally	ADV
elsr-56128	6	2	,	,	PUNCT
elsr-56128	6	3	the	the	DET
elsr-56128	6	4	paper	paper	NOUN
elsr-56128	6	5	looks	look	VERB
elsr-56128	6	6	ahead	ahead	ADV
elsr-56128	6	7	to	to	ADP
elsr-56128	6	8	the	the	DET
elsr-56128	6	9	future	future	ADJ
elsr-56128	6	10	development	development	NOUN
elsr-56128	6	11	trends	trend	NOUN
elsr-56128	6	12	of	of	ADP
elsr-56128	6	13	data	datum	NOUN
elsr-56128	6	14	visualization	visualization	NOUN
elsr-56128	6	15	design	design	NOUN
elsr-56128	6	16	,	,	PUNCT
elsr-56128	6	17	particularly	particularly	ADV
elsr-56128	6	18	the	the	DET
elsr-56128	6	19	application	application	NOUN
elsr-56128	6	20	of	of	ADP
elsr-56128	6	21	augmented	augment	VERB
elsr-56128	6	22	reality	reality	NOUN
elsr-56128	6	23	,	,	PUNCT
elsr-56128	6	24	virtual	virtual	ADJ
elsr-56128	6	25	reality	reality	NOUN
elsr-56128	6	26	,	,	PUNCT
elsr-56128	6	27	and	and	CCONJ
elsr-56128	6	28	artificial	artificial	ADJ
elsr-56128	6	29	intelligence	intelligence	NOUN
elsr-56128	6	30	technologies	technology	NOUN
elsr-56128	6	31	,	,	PUNCT
elsr-56128	6	32	which	which	PRON
elsr-56128	6	33	are	be	AUX
elsr-56128	6	34	expected	expect	VERB
elsr-56128	6	35	to	to	PART
elsr-56128	6	36	greatly	greatly	ADV
elsr-56128	6	37	advance	advance	VERB
elsr-56128	6	38	the	the	DET
elsr-56128	6	39	intelligence	intelligence	NOUN
elsr-56128	6	40	,	,	PUNCT
elsr-56128	6	41	personalization	personalization	NOUN
elsr-56128	6	42	,	,	PUNCT
elsr-56128	6	43	and	and	CCONJ
elsr-56128	6	44	interactivity	interactivity	NOUN
elsr-56128	6	45	of	of	ADP
elsr-56128	6	46	data	datum	NOUN
elsr-56128	6	47	visualization	visualization	NOUN
elsr-56128	6	48	.	.	PUNCT
elsr-56128	7	1	keywords	keyword	VERB
elsr-56128	7	2	data	datum	NOUN
elsr-56128	7	3	visualization	visualization	NOUN
elsr-56128	7	4	,	,	PUNCT
elsr-56128	7	5	interaction	interaction	NOUN
elsr-56128	7	6	design	design	NOUN
elsr-56128	7	7	,	,	PUNCT
elsr-56128	7	8	graphic	graphic	ADJ
elsr-56128	7	9	design	design	NOUN
elsr-56128	7	10	,	,	PUNCT
elsr-56128	7	11	data	datum	NOUN
elsr-56128	7	12	preprocessing	preprocessing	NOUN
elsr-56128	7	13	,	,	PUNCT
elsr-56128	7	14	multidimensional	multidimensional	ADJ
elsr-56128	7	15	data	datum	NOUN
elsr-56128	7	16	display	display	NOUN
elsr-56128	7	17	1	1	NUM
elsr-56128	7	18	.	.	PUNCT
elsr-56128	7	19	introduction	introduction	NOUN
elsr-56128	7	20	with	with	ADP
elsr-56128	7	21	the	the	DET
elsr-56128	7	22	advent	advent	NOUN
elsr-56128	7	23	of	of	ADP
elsr-56128	7	24	the	the	DET
elsr-56128	7	25	information	information	NOUN
elsr-56128	7	26	age	age	NOUN
elsr-56128	7	27	,	,	PUNCT
elsr-56128	7	28	the	the	DET
elsr-56128	7	29	rapid	rapid	ADJ
elsr-56128	7	30	increase	increase	NOUN
elsr-56128	7	31	in	in	ADP
elsr-56128	7	32	data	datum	NOUN
elsr-56128	7	33	volume	volume	NOUN
elsr-56128	7	34	has	have	AUX
elsr-56128	7	35	made	make	VERB
elsr-56128	7	36	it	it	PRON
elsr-56128	7	37	increasingly	increasingly	ADV
elsr-56128	7	38	difficult	difficult	ADJ
elsr-56128	7	39	to	to	PART
elsr-56128	7	40	extract	extract	VERB
elsr-56128	7	41	valuable	valuable	ADJ
elsr-56128	7	42	information	information	NOUN
elsr-56128	7	43	from	from	ADP
elsr-56128	7	44	vast	vast	ADJ
elsr-56128	7	45	datasets	dataset	NOUN
elsr-56128	7	46	.	.	PUNCT
elsr-56128	8	1	data	datum	NOUN
elsr-56128	8	2	visualization	visualization	NOUN
elsr-56128	8	3	,	,	PUNCT
elsr-56128	8	4	as	as	ADP
elsr-56128	8	5	a	a	DET
elsr-56128	8	6	method	method	NOUN
elsr-56128	8	7	of	of	ADP
elsr-56128	8	8	presenting	present	VERB
elsr-56128	8	9	data	datum	NOUN
elsr-56128	8	10	graphically	graphically	ADV
elsr-56128	8	11	,	,	PUNCT
elsr-56128	8	12	not	not	PART
elsr-56128	8	13	only	only	ADV
elsr-56128	8	14	helps	help	VERB
elsr-56128	8	15	individuals	individual	NOUN
elsr-56128	8	16	identify	identify	VERB
elsr-56128	8	17	underlying	underlying	ADJ
elsr-56128	8	18	patterns	pattern	NOUN
elsr-56128	8	19	and	and	CCONJ
elsr-56128	8	20	trends	trend	NOUN
elsr-56128	8	21	from	from	ADP
elsr-56128	8	22	complex	complex	ADJ
elsr-56128	8	23	data	datum	NOUN
elsr-56128	8	24	,	,	PUNCT
elsr-56128	8	25	but	but	CCONJ
elsr-56128	8	26	also	also	ADV
elsr-56128	8	27	facilitates	facilitate	VERB
elsr-56128	8	28	the	the	DET
elsr-56128	8	29	data	datum	NOUN
elsr-56128	8	30	analysis	analysis	NOUN
elsr-56128	8	31	and	and	CCONJ
elsr-56128	8	32	decision	decision	NOUN
elsr-56128	8	33	-	-	PUNCT
elsr-56128	8	34	making	make	VERB
elsr-56128	8	35	process	process	NOUN
elsr-56128	8	36	.	.	PUNCT
elsr-56128	9	1	data	datum	NOUN
elsr-56128	9	2	visualization	visualization	NOUN
elsr-56128	9	3	is	be	AUX
elsr-56128	9	4	more	more	ADJ
elsr-56128	9	5	than	than	ADP
elsr-56128	9	6	just	just	ADV
elsr-56128	9	7	a	a	DET
elsr-56128	9	8	simple	simple	ADJ
elsr-56128	9	9	presentation	presentation	NOUN
elsr-56128	9	10	of	of	ADP
elsr-56128	9	11	data	datum	NOUN
elsr-56128	9	12	;	;	PUNCT
elsr-56128	9	13	it	it	PRON
elsr-56128	9	14	integrates	integrate	VERB
elsr-56128	9	15	elements	element	NOUN
elsr-56128	9	16	of	of	ADP
elsr-56128	9	17	artistic	artistic	ADJ
elsr-56128	9	18	design	design	NOUN
elsr-56128	9	19	and	and	CCONJ
elsr-56128	9	20	emphasizes	emphasize	VERB
elsr-56128	9	21	the	the	DET
elsr-56128	9	22	depth	depth	NOUN
elsr-56128	9	23	and	and	CCONJ
elsr-56128	9	24	accuracy	accuracy	NOUN
elsr-56128	9	25	of	of	ADP
elsr-56128	9	26	information	information	NOUN
elsr-56128	9	27	delivery	delivery	NOUN
elsr-56128	9	28	.	.	PUNCT
elsr-56128	10	1	in	in	ADP
elsr-56128	10	2	fields	field	NOUN
elsr-56128	10	3	such	such	ADJ
elsr-56128	10	4	as	as	ADP
elsr-56128	10	5	business	business	NOUN
elsr-56128	10	6	,	,	PUNCT
elsr-56128	10	7	policy	policy	NOUN
elsr-56128	10	8	analysis	analysis	NOUN
elsr-56128	10	9	,	,	PUNCT
elsr-56128	10	10	and	and	CCONJ
elsr-56128	10	11	interdisciplinary	interdisciplinary	ADJ
elsr-56128	10	12	communication	communication	NOUN
elsr-56128	10	13	,	,	PUNCT
elsr-56128	10	14	data	datum	NOUN
elsr-56128	10	15	visualization	visualization	NOUN
elsr-56128	10	16	provides	provide	VERB
elsr-56128	10	17	a	a	DET
elsr-56128	10	18	more	more	ADV
elsr-56128	10	19	intuitive	intuitive	ADJ
elsr-56128	10	20	and	and	CCONJ
elsr-56128	10	21	interactive	interactive	ADJ
elsr-56128	10	22	way	way	NOUN
elsr-56128	10	23	to	to	PART
elsr-56128	10	24	present	present	ADJ
elsr-56128	10	25	data	datum	NOUN
elsr-56128	10	26	,	,	PUNCT
elsr-56128	10	27	significantly	significantly	ADV
elsr-56128	10	28	improving	improve	VERB
elsr-56128	10	29	decision	decision	NOUN
elsr-56128	10	30	-	-	PUNCT
elsr-56128	10	31	making	make	VERB
elsr-56128	10	32	efficiency	efficiency	NOUN
elsr-56128	10	33	and	and	CCONJ
elsr-56128	10	34	accuracy	accuracy	NOUN
elsr-56128	10	35	.	.	PUNCT
elsr-56128	11	1	www.scholink.org/ojs/index.php/elsr	www.scholink.org/ojs/index.php/elsr	PROPN
elsr-56128	11	2	education	education	NOUN
elsr-56128	11	3	,	,	PUNCT
elsr-56128	11	4	language	language	NOUN
elsr-56128	11	5	and	and	CCONJ
elsr-56128	11	6	sociology	sociology	NOUN
elsr-56128	11	7	research	research	NOUN
elsr-56128	11	8	vol	vol	NOUN
elsr-56128	11	9	.	.	PROPN
elsr-56128	12	1	6	6	NUM
elsr-56128	12	2	,	,	PUNCT
elsr-56128	12	3	no	no	INTJ
elsr-56128	12	4	.	.	NOUN
elsr-56128	12	5	2	2	NUM
elsr-56128	12	6	,	,	PUNCT
elsr-56128	12	7	2025	2025	NUM
elsr-56128	12	8	150	150	NUM
elsr-56128	12	9	published	publish	VERB
elsr-56128	12	10	by	by	ADP
elsr-56128	12	11	scholink	scholink	PROPN
elsr-56128	12	12	inc	inc	PROPN
elsr-56128	12	13	.	.	PROPN
elsr-56128	13	1	2	2	NUM
elsr-56128	13	2	.	.	X
elsr-56128	13	3	definition	definition	NOUN
elsr-56128	13	4	of	of	ADP
elsr-56128	13	5	data	datum	NOUN
elsr-56128	13	6	visualization	visualization	NOUN
elsr-56128	13	7	data	datum	NOUN
elsr-56128	13	8	visualization	visualization	NOUN
elsr-56128	13	9	is	be	AUX
elsr-56128	13	10	a	a	DET
elsr-56128	13	11	method	method	NOUN
elsr-56128	13	12	of	of	ADP
elsr-56128	13	13	converting	convert	VERB
elsr-56128	13	14	complex	complex	ADJ
elsr-56128	13	15	,	,	PUNCT
elsr-56128	13	16	abstract	abstract	ADJ
elsr-56128	13	17	data	datum	NOUN
elsr-56128	13	18	into	into	ADP
elsr-56128	13	19	easily	easily	ADV
elsr-56128	13	20	understandable	understandable	ADJ
elsr-56128	13	21	information	information	NOUN
elsr-56128	13	22	through	through	ADP
elsr-56128	13	23	graphical	graphical	ADJ
elsr-56128	13	24	representation	representation	NOUN
elsr-56128	13	25	.	.	PUNCT
elsr-56128	14	1	its	its	PRON
elsr-56128	14	2	core	core	NOUN
elsr-56128	14	3	approach	approach	NOUN
elsr-56128	14	4	utilizes	utilize	VERB
elsr-56128	14	5	visual	visual	ADJ
elsr-56128	14	6	forms	form	NOUN
elsr-56128	14	7	such	such	ADJ
elsr-56128	14	8	as	as	ADP
elsr-56128	14	9	charts	chart	NOUN
elsr-56128	14	10	,	,	PUNCT
elsr-56128	14	11	graphs	graph	NOUN
elsr-56128	14	12	,	,	PUNCT
elsr-56128	14	13	and	and	CCONJ
elsr-56128	14	14	maps	map	NOUN
elsr-56128	14	15	to	to	PART
elsr-56128	14	16	display	display	VERB
elsr-56128	14	17	the	the	DET
elsr-56128	14	18	structure	structure	NOUN
elsr-56128	14	19	,	,	PUNCT
elsr-56128	14	20	patterns	pattern	NOUN
elsr-56128	14	21	,	,	PUNCT
elsr-56128	14	22	trends	trend	NOUN
elsr-56128	14	23	,	,	PUNCT
elsr-56128	14	24	and	and	CCONJ
elsr-56128	14	25	relationships	relationship	NOUN
elsr-56128	14	26	of	of	ADP
elsr-56128	14	27	data	datum	NOUN
elsr-56128	14	28	,	,	PUNCT
elsr-56128	14	29	thereby	thereby	ADV
elsr-56128	14	30	providing	provide	VERB
elsr-56128	14	31	a	a	DET
elsr-56128	14	32	clearer	clear	ADJ
elsr-56128	14	33	way	way	NOUN
elsr-56128	14	34	to	to	PART
elsr-56128	14	35	communicate	communicate	VERB
elsr-56128	14	36	information	information	NOUN
elsr-56128	14	37	to	to	ADP
elsr-56128	14	38	the	the	DET
elsr-56128	14	39	audience	audience	NOUN
elsr-56128	14	40	.	.	PUNCT
elsr-56128	15	1	this	this	DET
elsr-56128	15	2	method	method	NOUN
elsr-56128	15	3	not	not	PART
elsr-56128	15	4	only	only	ADV
elsr-56128	15	5	helps	help	VERB
elsr-56128	15	6	individuals	individual	NOUN
elsr-56128	15	7	uncover	uncover	VERB
elsr-56128	15	8	hidden	hide	VERB
elsr-56128	15	9	patterns	pattern	NOUN
elsr-56128	15	10	in	in	ADP
elsr-56128	15	11	complex	complex	ADJ
elsr-56128	15	12	data	datum	NOUN
elsr-56128	15	13	but	but	CCONJ
elsr-56128	15	14	also	also	ADV
elsr-56128	15	15	facilitates	facilitate	VERB
elsr-56128	15	16	data	datum	NOUN
elsr-56128	15	17	processing	processing	NOUN
elsr-56128	15	18	.	.	PUNCT
elsr-56128	16	1	in	in	ADP
elsr-56128	16	2	the	the	DET
elsr-56128	16	3	intersection	intersection	NOUN
elsr-56128	16	4	of	of	ADP
elsr-56128	16	5	art	art	NOUN
elsr-56128	16	6	design	design	NOUN
elsr-56128	16	7	and	and	CCONJ
elsr-56128	16	8	data	datum	NOUN
elsr-56128	16	9	visualization	visualization	NOUN
elsr-56128	16	10	,	,	PUNCT
elsr-56128	16	11	the	the	DET
elsr-56128	16	12	presentation	presentation	NOUN
elsr-56128	16	13	of	of	ADP
elsr-56128	16	14	data	datum	NOUN
elsr-56128	16	15	is	be	AUX
elsr-56128	16	16	not	not	PART
elsr-56128	16	17	merely	merely	ADV
elsr-56128	16	18	about	about	ADP
elsr-56128	16	19	information	information	NOUN
elsr-56128	16	20	expression	expression	NOUN
elsr-56128	16	21	;	;	PUNCT
elsr-56128	16	22	it	it	PRON
elsr-56128	16	23	also	also	ADV
elsr-56128	16	24	requires	require	VERB
elsr-56128	16	25	consideration	consideration	NOUN
elsr-56128	16	26	of	of	ADP
elsr-56128	16	27	how	how	SCONJ
elsr-56128	16	28	to	to	PART
elsr-56128	16	29	convey	convey	VERB
elsr-56128	16	30	the	the	DET
elsr-56128	16	31	depth	depth	NOUN
elsr-56128	16	32	and	and	CCONJ
elsr-56128	16	33	accuracy	accuracy	NOUN
elsr-56128	16	34	of	of	ADP
elsr-56128	16	35	information	information	NOUN
elsr-56128	16	36	through	through	ADP
elsr-56128	16	37	visual	visual	ADJ
elsr-56128	16	38	forms	form	NOUN
elsr-56128	16	39	.	.	PUNCT
elsr-56128	17	1	data	datum	NOUN
elsr-56128	17	2	visualization	visualization	NOUN
elsr-56128	17	3	,	,	PUNCT
elsr-56128	17	4	as	as	ADP
elsr-56128	17	5	a	a	DET
elsr-56128	17	6	means	means	NOUN
elsr-56128	17	7	of	of	ADP
elsr-56128	17	8	information	information	NOUN
elsr-56128	17	9	communication	communication	NOUN
elsr-56128	17	10	,	,	PUNCT
elsr-56128	17	11	emphasizes	emphasize	VERB
elsr-56128	17	12	visual	visual	ADJ
elsr-56128	17	13	design	design	NOUN
elsr-56128	17	14	and	and	CCONJ
elsr-56128	17	15	application	application	NOUN
elsr-56128	17	16	elements	element	NOUN
elsr-56128	17	17	.	.	PUNCT
elsr-56128	18	1	by	by	ADP
elsr-56128	18	2	carefully	carefully	ADV
elsr-56128	18	3	selecting	select	VERB
elsr-56128	18	4	and	and	CCONJ
elsr-56128	18	5	combining	combine	VERB
elsr-56128	18	6	graphics	graphic	NOUN
elsr-56128	18	7	,	,	PUNCT
elsr-56128	18	8	colors	color	NOUN
elsr-56128	18	9	,	,	PUNCT
elsr-56128	18	10	layouts	layout	NOUN
elsr-56128	18	11	,	,	PUNCT
elsr-56128	18	12	and	and	CCONJ
elsr-56128	18	13	other	other	ADJ
elsr-56128	18	14	elements	element	NOUN
elsr-56128	18	15	,	,	PUNCT
elsr-56128	18	16	data	datum	NOUN
elsr-56128	18	17	visualization	visualization	NOUN
elsr-56128	18	18	enhances	enhance	VERB
elsr-56128	18	19	the	the	DET
elsr-56128	18	20	comprehensibility	comprehensibility	NOUN
elsr-56128	18	21	and	and	CCONJ
elsr-56128	18	22	interactivity	interactivity	NOUN
elsr-56128	18	23	of	of	ADP
elsr-56128	18	24	data	datum	NOUN
elsr-56128	18	25	.	.	PUNCT
elsr-56128	19	1	the	the	DET
elsr-56128	19	2	goal	goal	NOUN
elsr-56128	19	3	is	be	AUX
elsr-56128	19	4	to	to	PART
elsr-56128	19	5	break	break	VERB
elsr-56128	19	6	the	the	DET
elsr-56128	19	7	traditional	traditional	ADJ
elsr-56128	19	8	boundaries	boundary	NOUN
elsr-56128	19	9	of	of	ADP
elsr-56128	19	10	textual	textual	ADJ
elsr-56128	19	11	and	and	CCONJ
elsr-56128	19	12	numerical	numerical	ADJ
elsr-56128	19	13	expression	expression	NOUN
elsr-56128	19	14	,	,	PUNCT
elsr-56128	19	15	using	use	VERB
elsr-56128	19	16	graphical	graphical	ADJ
elsr-56128	19	17	representations	representation	NOUN
elsr-56128	19	18	to	to	PART
elsr-56128	19	19	make	make	VERB
elsr-56128	19	20	the	the	DET
elsr-56128	19	21	underlying	underlying	ADJ
elsr-56128	19	22	meaning	meaning	NOUN
elsr-56128	19	23	of	of	ADP
elsr-56128	19	24	data	datum	NOUN
elsr-56128	19	25	more	more	ADV
elsr-56128	19	26	clearly	clearly	ADV
elsr-56128	19	27	communicated	communicate	VERB
elsr-56128	19	28	to	to	ADP
elsr-56128	19	29	the	the	DET
elsr-56128	19	30	audience	audience	NOUN
elsr-56128	19	31	.	.	PUNCT
elsr-56128	20	1	in	in	ADP
elsr-56128	20	2	addition	addition	NOUN
elsr-56128	20	3	to	to	ADP
elsr-56128	20	4	serving	serve	VERB
elsr-56128	20	5	as	as	ADP
elsr-56128	20	6	an	an	DET
elsr-56128	20	7	analytical	analytical	ADJ
elsr-56128	20	8	tool	tool	NOUN
elsr-56128	20	9	,	,	PUNCT
elsr-56128	20	10	data	datum	NOUN
elsr-56128	20	11	visualization	visualization	NOUN
elsr-56128	20	12	also	also	ADV
elsr-56128	20	13	plays	play	VERB
elsr-56128	20	14	a	a	DET
elsr-56128	20	15	powerful	powerful	ADJ
elsr-56128	20	16	role	role	NOUN
elsr-56128	20	17	in	in	ADP
elsr-56128	20	18	decision	decision	NOUN
elsr-56128	20	19	support	support	NOUN
elsr-56128	20	20	.	.	PUNCT
elsr-56128	21	1	in	in	ADP
elsr-56128	21	2	fields	field	NOUN
elsr-56128	21	3	such	such	ADJ
elsr-56128	21	4	as	as	ADP
elsr-56128	21	5	business	business	NOUN
elsr-56128	21	6	decision	decision	NOUN
elsr-56128	21	7	-	-	PUNCT
elsr-56128	21	8	making	making	NOUN
elsr-56128	21	9	and	and	CCONJ
elsr-56128	21	10	public	public	ADJ
elsr-56128	21	11	policy	policy	NOUN
elsr-56128	21	12	analysis	analysis	NOUN
elsr-56128	21	13	,	,	PUNCT
elsr-56128	21	14	data	datum	NOUN
elsr-56128	21	15	visualization	visualization	NOUN
elsr-56128	21	16	helps	help	VERB
elsr-56128	21	17	relevant	relevant	ADJ
elsr-56128	21	18	individuals	individual	NOUN
elsr-56128	21	19	quickly	quickly	ADV
elsr-56128	21	20	grasp	grasp	VERB
elsr-56128	21	21	key	key	ADJ
elsr-56128	21	22	data	datum	NOUN
elsr-56128	21	23	,	,	PUNCT
elsr-56128	21	24	gain	gain	VERB
elsr-56128	21	25	insights	insight	NOUN
elsr-56128	21	26	into	into	ADP
elsr-56128	21	27	potential	potential	ADJ
elsr-56128	21	28	trends	trend	NOUN
elsr-56128	21	29	and	and	CCONJ
elsr-56128	21	30	risks	risk	NOUN
elsr-56128	21	31	,	,	PUNCT
elsr-56128	21	32	and	and	CCONJ
elsr-56128	21	33	support	support	VERB
elsr-56128	21	34	a	a	DET
elsr-56128	21	35	more	more	ADV
elsr-56128	21	36	efficient	efficient	ADJ
elsr-56128	21	37	and	and	CCONJ
elsr-56128	21	38	accurate	accurate	ADJ
elsr-56128	21	39	decision	decision	NOUN
elsr-56128	21	40	-	-	PUNCT
elsr-56128	21	41	making	make	VERB
elsr-56128	21	42	process	process	NOUN
elsr-56128	21	43	.	.	PUNCT
elsr-56128	22	1	furthermore	furthermore	ADV
elsr-56128	22	2	,	,	PUNCT
elsr-56128	22	3	data	datum	NOUN
elsr-56128	22	4	visualization	visualization	NOUN
elsr-56128	22	5	plays	play	VERB
elsr-56128	22	6	a	a	DET
elsr-56128	22	7	crucial	crucial	ADJ
elsr-56128	22	8	role	role	NOUN
elsr-56128	22	9	in	in	ADP
elsr-56128	22	10	promoting	promote	VERB
elsr-56128	22	11	interdisciplinary	interdisciplinary	ADJ
elsr-56128	22	12	communication	communication	NOUN
elsr-56128	22	13	.	.	PUNCT
elsr-56128	23	1	it	it	PRON
elsr-56128	23	2	allows	allow	VERB
elsr-56128	23	3	data	datum	NOUN
elsr-56128	23	4	analysis	analysis	NOUN
elsr-56128	23	5	results	result	NOUN
elsr-56128	23	6	to	to	PART
elsr-56128	23	7	transcend	transcend	VERB
elsr-56128	23	8	academic	academic	ADJ
elsr-56128	23	9	disciplines	discipline	NOUN
elsr-56128	23	10	,	,	PUNCT
elsr-56128	23	11	languages	language	NOUN
elsr-56128	23	12	,	,	PUNCT
elsr-56128	23	13	and	and	CCONJ
elsr-56128	23	14	cultural	cultural	ADJ
elsr-56128	23	15	barriers	barrier	NOUN
elsr-56128	23	16	,	,	PUNCT
elsr-56128	23	17	providing	provide	VERB
elsr-56128	23	18	a	a	DET
elsr-56128	23	19	unified	unified	ADJ
elsr-56128	23	20	understanding	understanding	NOUN
elsr-56128	23	21	platform	platform	NOUN
elsr-56128	23	22	for	for	ADP
elsr-56128	23	23	users	user	NOUN
elsr-56128	23	24	from	from	ADP
elsr-56128	23	25	different	different	ADJ
elsr-56128	23	26	backgrounds	background	NOUN
elsr-56128	23	27	.	.	PUNCT
elsr-56128	24	1	3	3	X
elsr-56128	24	2	.	.	X
elsr-56128	24	3	methods	method	NOUN
elsr-56128	24	4	of	of	ADP
elsr-56128	24	5	data	datum	NOUN
elsr-56128	24	6	visualization	visualization	NOUN
elsr-56128	24	7	design	design	VERB
elsr-56128	24	8	3.1	3.1	NUM
elsr-56128	24	9	data	datum	NOUN
elsr-56128	24	10	preprocessing	preprocesse	VERB
elsr-56128	24	11	data	datum	NOUN
elsr-56128	24	12	preprocessing	preprocessing	NOUN
elsr-56128	24	13	plays	play	VERB
elsr-56128	24	14	a	a	DET
elsr-56128	24	15	crucial	crucial	ADJ
elsr-56128	24	16	role	role	NOUN
elsr-56128	24	17	in	in	ADP
elsr-56128	24	18	data	datum	NOUN
elsr-56128	24	19	visualization	visualization	NOUN
elsr-56128	24	20	design	design	NOUN
elsr-56128	24	21	,	,	PUNCT
elsr-56128	24	22	as	as	SCONJ
elsr-56128	24	23	it	it	PRON
elsr-56128	24	24	directly	directly	ADV
elsr-56128	24	25	affects	affect	VERB
elsr-56128	24	26	the	the	DET
elsr-56128	24	27	quality	quality	NOUN
elsr-56128	24	28	and	and	CCONJ
elsr-56128	24	29	accuracy	accuracy	NOUN
elsr-56128	24	30	of	of	ADP
elsr-56128	24	31	the	the	DET
elsr-56128	24	32	data	datum	NOUN
elsr-56128	24	33	.	.	PUNCT
elsr-56128	25	1	effective	effective	ADJ
elsr-56128	25	2	preprocessing	preprocesse	VERB
elsr-56128	25	3	not	not	PART
elsr-56128	25	4	only	only	ADV
elsr-56128	25	5	improves	improve	VERB
elsr-56128	25	6	the	the	DET
elsr-56128	25	7	comparability	comparability	NOUN
elsr-56128	25	8	and	and	CCONJ
elsr-56128	25	9	stability	stability	NOUN
elsr-56128	25	10	of	of	ADP
elsr-56128	25	11	the	the	DET
elsr-56128	25	12	data	datum	NOUN
elsr-56128	25	13	but	but	CCONJ
elsr-56128	25	14	also	also	ADV
elsr-56128	25	15	enhances	enhance	VERB
elsr-56128	25	16	the	the	DET
elsr-56128	25	17	scientific	scientific	ADJ
elsr-56128	25	18	nature	nature	NOUN
elsr-56128	25	19	and	and	CCONJ
elsr-56128	25	20	expressiveness	expressiveness	NOUN
elsr-56128	25	21	of	of	ADP
elsr-56128	25	22	the	the	DET
elsr-56128	25	23	visual	visual	ADJ
elsr-56128	25	24	presentation	presentation	NOUN
elsr-56128	25	25	.	.	PUNCT
elsr-56128	26	1	the	the	DET
elsr-56128	26	2	first	first	ADJ
elsr-56128	26	3	step	step	NOUN
elsr-56128	26	4	in	in	ADP
elsr-56128	26	5	data	datum	NOUN
elsr-56128	26	6	preprocessing	preprocessing	NOUN
elsr-56128	26	7	is	be	AUX
elsr-56128	26	8	data	datum	NOUN
elsr-56128	26	9	cleaning	cleaning	NOUN
elsr-56128	26	10	,	,	PUNCT
elsr-56128	26	11	which	which	PRON
elsr-56128	26	12	involves	involve	VERB
elsr-56128	26	13	handling	handle	VERB
elsr-56128	26	14	outliers	outlier	NOUN
elsr-56128	26	15	,	,	PUNCT
elsr-56128	26	16	missing	miss	VERB
elsr-56128	26	17	values	value	NOUN
elsr-56128	26	18	,	,	PUNCT
elsr-56128	26	19	and	and	CCONJ
elsr-56128	26	20	duplicate	duplicate	ADJ
elsr-56128	26	21	data	datum	NOUN
elsr-56128	26	22	.	.	PUNCT
elsr-56128	27	1	outlier	outlier	NOUN
elsr-56128	27	2	identification	identification	NOUN
elsr-56128	27	3	and	and	CCONJ
elsr-56128	27	4	correction	correction	NOUN
elsr-56128	27	5	typically	typically	ADV
elsr-56128	27	6	rely	rely	VERB
elsr-56128	27	7	on	on	ADP
elsr-56128	27	8	statistical	statistical	ADJ
elsr-56128	27	9	methods	method	NOUN
elsr-56128	27	10	or	or	CCONJ
elsr-56128	27	11	interpolation	interpolation	NOUN
elsr-56128	27	12	techniques	technique	NOUN
elsr-56128	27	13	,	,	PUNCT
elsr-56128	27	14	aiming	aim	VERB
elsr-56128	27	15	to	to	PART
elsr-56128	27	16	eliminate	eliminate	VERB
elsr-56128	27	17	disruptions	disruption	NOUN
elsr-56128	27	18	to	to	ADP
elsr-56128	27	19	the	the	DET
elsr-56128	27	20	overall	overall	ADJ
elsr-56128	27	21	structure	structure	NOUN
elsr-56128	27	22	of	of	ADP
elsr-56128	27	23	the	the	DET
elsr-56128	27	24	dataset	dataset	NOUN
elsr-56128	27	25	.	.	PUNCT
elsr-56128	28	1	missing	miss	VERB
elsr-56128	28	2	data	datum	NOUN
elsr-56128	28	3	can	can	AUX
elsr-56128	28	4	be	be	AUX
elsr-56128	28	5	managed	manage	VERB
elsr-56128	28	6	either	either	CCONJ
elsr-56128	28	7	by	by	ADP
elsr-56128	28	8	removing	remove	VERB
elsr-56128	28	9	incomplete	incomplete	ADJ
elsr-56128	28	10	records	record	NOUN
elsr-56128	28	11	or	or	CCONJ
elsr-56128	28	12	applying	apply	VERB
elsr-56128	28	13	interpolation	interpolation	NOUN
elsr-56128	28	14	methods	method	NOUN
elsr-56128	28	15	to	to	PART
elsr-56128	28	16	fill	fill	VERB
elsr-56128	28	17	the	the	DET
elsr-56128	28	18	gaps	gap	NOUN
elsr-56128	28	19	,	,	PUNCT
elsr-56128	28	20	ensuring	ensure	VERB
elsr-56128	28	21	the	the	DET
elsr-56128	28	22	integrity	integrity	NOUN
elsr-56128	28	23	of	of	ADP
elsr-56128	28	24	each	each	DET
elsr-56128	28	25	data	datum	NOUN
elsr-56128	28	26	record	record	NOUN
elsr-56128	28	27	.	.	PUNCT
elsr-56128	29	1	removing	remove	VERB
elsr-56128	29	2	duplicate	duplicate	ADJ
elsr-56128	29	3	data	datum	NOUN
elsr-56128	29	4	not	not	PART
elsr-56128	29	5	only	only	ADV
elsr-56128	29	6	optimizes	optimize	VERB
elsr-56128	29	7	storage	storage	NOUN
elsr-56128	29	8	space	space	NOUN
elsr-56128	29	9	but	but	CCONJ
elsr-56128	29	10	also	also	ADV
elsr-56128	29	11	ensures	ensure	VERB
elsr-56128	29	12	the	the	DET
elsr-56128	29	13	accuracy	accuracy	NOUN
elsr-56128	29	14	of	of	ADP
elsr-56128	29	15	data	datum	NOUN
elsr-56128	29	16	analysis	analysis	NOUN
elsr-56128	29	17	.	.	PUNCT
elsr-56128	30	1	data	datum	NOUN
elsr-56128	30	2	transformation	transformation	NOUN
elsr-56128	30	3	is	be	AUX
elsr-56128	30	4	another	another	DET
elsr-56128	30	5	critical	critical	ADJ
elsr-56128	30	6	step	step	NOUN
elsr-56128	30	7	,	,	PUNCT
elsr-56128	30	8	which	which	PRON
elsr-56128	30	9	involves	involve	VERB
elsr-56128	30	10	converting	convert	VERB
elsr-56128	30	11	raw	raw	ADJ
elsr-56128	30	12	data	datum	NOUN
elsr-56128	30	13	into	into	ADP
elsr-56128	30	14	a	a	DET
elsr-56128	30	15	format	format	NOUN
elsr-56128	30	16	suitable	suitable	ADJ
elsr-56128	30	17	for	for	ADP
elsr-56128	30	18	effective	effective	ADJ
elsr-56128	30	19	presentation	presentation	NOUN
elsr-56128	30	20	and	and	CCONJ
elsr-56128	30	21	analysis	analysis	NOUN
elsr-56128	30	22	.	.	PUNCT
elsr-56128	31	1	this	this	DET
elsr-56128	31	2	process	process	NOUN
elsr-56128	31	3	includes	include	VERB
elsr-56128	31	4	standardizing	standardize	VERB
elsr-56128	31	5	data	datum	NOUN
elsr-56128	31	6	types	type	NOUN
elsr-56128	31	7	,	,	PUNCT
elsr-56128	31	8	such	such	ADJ
elsr-56128	31	9	as	as	ADP
elsr-56128	31	10	converting	convert	VERB
elsr-56128	31	11	textual	textual	ADJ
elsr-56128	31	12	data	datum	NOUN
elsr-56128	31	13	to	to	ADP
elsr-56128	31	14	numerical	numerical	ADJ
elsr-56128	31	15	data	datum	NOUN
elsr-56128	31	16	or	or	CCONJ
elsr-56128	31	17	transforming	transform	VERB
elsr-56128	31	18	date	date	NOUN
elsr-56128	31	19	data	datum	NOUN
elsr-56128	31	20	into	into	ADP
elsr-56128	31	21	a	a	DET
elsr-56128	31	22	consistent	consistent	ADJ
elsr-56128	31	23	format	format	NOUN
elsr-56128	31	24	.	.	PUNCT
elsr-56128	32	1	additionally	additionally	ADV
elsr-56128	32	2	,	,	PUNCT
elsr-56128	32	3	normalization	normalization	NOUN
elsr-56128	32	4	helps	help	VERB
elsr-56128	32	5	eliminate	eliminate	VERB
elsr-56128	32	6	scale	scale	NOUN
elsr-56128	32	7	differences	difference	NOUN
elsr-56128	32	8	across	across	ADP
elsr-56128	32	9	different	different	ADJ
elsr-56128	32	10	data	datum	NOUN
elsr-56128	32	11	dimensions	dimension	NOUN
elsr-56128	32	12	,	,	PUNCT
elsr-56128	32	13	allowing	allow	VERB
elsr-56128	32	14	for	for	ADP
elsr-56128	32	15	reasonable	reasonable	ADJ
elsr-56128	32	16	www.scholink.org/ojs/index.php/elsr	www.scholink.org/ojs/index.php/elsr	PROPN
elsr-56128	32	17	education	education	NOUN
elsr-56128	32	18	,	,	PUNCT
elsr-56128	32	19	language	language	NOUN
elsr-56128	32	20	and	and	CCONJ
elsr-56128	32	21	sociology	sociology	NOUN
elsr-56128	32	22	research	research	NOUN
elsr-56128	32	23	vol	vol	NOUN
elsr-56128	32	24	.	.	PROPN
elsr-56128	33	1	6	6	NUM
elsr-56128	33	2	,	,	PUNCT
elsr-56128	33	3	no	no	INTJ
elsr-56128	33	4	.	.	NOUN
elsr-56128	33	5	2	2	NUM
elsr-56128	33	6	,	,	PUNCT
elsr-56128	33	7	2025	2025	NUM
elsr-56128	33	8	151	151	NUM
elsr-56128	33	9	published	publish	VERB
elsr-56128	33	10	by	by	ADP
elsr-56128	33	11	scholink	scholink	PROPN
elsr-56128	33	12	inc	inc	PROPN
elsr-56128	33	13	.	.	PROPN
elsr-56128	33	14	comparisons	comparison	NOUN
elsr-56128	33	15	and	and	CCONJ
elsr-56128	33	16	analyses	analysis	NOUN
elsr-56128	33	17	of	of	ADP
elsr-56128	33	18	various	various	ADJ
elsr-56128	33	19	data	datum	NOUN
elsr-56128	33	20	on	on	ADP
elsr-56128	33	21	the	the	DET
elsr-56128	33	22	same	same	ADJ
elsr-56128	33	23	scale	scale	NOUN
elsr-56128	33	24	,	,	PUNCT
elsr-56128	33	25	thereby	thereby	ADV
elsr-56128	33	26	enhancing	enhance	VERB
elsr-56128	33	27	the	the	DET
elsr-56128	33	28	uniformity	uniformity	NOUN
elsr-56128	33	29	and	and	CCONJ
elsr-56128	33	30	precision	precision	NOUN
elsr-56128	33	31	of	of	ADP
elsr-56128	33	32	the	the	DET
elsr-56128	33	33	visualization	visualization	NOUN
elsr-56128	33	34	.	.	PUNCT
elsr-56128	34	1	data	datum	NOUN
elsr-56128	34	2	transformation	transformation	NOUN
elsr-56128	34	3	is	be	AUX
elsr-56128	34	4	not	not	PART
elsr-56128	34	5	just	just	ADV
elsr-56128	34	6	a	a	DET
elsr-56128	34	7	superficial	superficial	ADJ
elsr-56128	34	8	adjustment	adjustment	NOUN
elsr-56128	34	9	;	;	PUNCT
elsr-56128	34	10	it	it	PRON
elsr-56128	34	11	aims	aim	VERB
elsr-56128	34	12	to	to	PART
elsr-56128	34	13	make	make	VERB
elsr-56128	34	14	data	datum	NOUN
elsr-56128	34	15	more	more	ADV
elsr-56128	34	16	intuitive	intuitive	ADJ
elsr-56128	34	17	and	and	CCONJ
elsr-56128	34	18	understandable	understandable	ADJ
elsr-56128	34	19	when	when	SCONJ
elsr-56128	34	20	presented	present	VERB
elsr-56128	34	21	visually	visually	ADV
elsr-56128	34	22	,	,	PUNCT
elsr-56128	34	23	enabling	enable	VERB
elsr-56128	34	24	the	the	DET
elsr-56128	34	25	audience	audience	NOUN
elsr-56128	34	26	to	to	PART
elsr-56128	34	27	quickly	quickly	ADV
elsr-56128	34	28	recognize	recognize	VERB
elsr-56128	34	29	and	and	CCONJ
elsr-56128	34	30	comprehend	comprehend	VERB
elsr-56128	34	31	the	the	DET
elsr-56128	34	32	information	information	NOUN
elsr-56128	34	33	.	.	PUNCT
elsr-56128	35	1	finally	finally	ADV
elsr-56128	35	2	,	,	PUNCT
elsr-56128	35	3	feature	feature	NOUN
elsr-56128	35	4	engineering	engineering	NOUN
elsr-56128	35	5	is	be	AUX
elsr-56128	35	6	also	also	ADV
elsr-56128	35	7	an	an	DET
elsr-56128	35	8	essential	essential	ADJ
elsr-56128	35	9	aspect	aspect	NOUN
elsr-56128	35	10	of	of	ADP
elsr-56128	35	11	data	datum	NOUN
elsr-56128	35	12	preprocessing	preprocessing	NOUN
elsr-56128	35	13	.	.	PUNCT
elsr-56128	36	1	it	it	PRON
elsr-56128	36	2	involves	involve	VERB
elsr-56128	36	3	extracting	extract	VERB
elsr-56128	36	4	representative	representative	NOUN
elsr-56128	36	5	and	and	CCONJ
elsr-56128	36	6	highly	highly	ADV
elsr-56128	36	7	relevant	relevant	ADJ
elsr-56128	36	8	features	feature	NOUN
elsr-56128	36	9	from	from	ADP
elsr-56128	36	10	large	large	ADJ
elsr-56128	36	11	datasets	dataset	NOUN
elsr-56128	36	12	,	,	PUNCT
elsr-56128	36	13	further	far	ADV
elsr-56128	36	14	reducing	reduce	VERB
elsr-56128	36	15	the	the	DET
elsr-56128	36	16	dimensionality	dimensionality	NOUN
elsr-56128	36	17	of	of	ADP
elsr-56128	36	18	the	the	DET
elsr-56128	36	19	data	datum	NOUN
elsr-56128	36	20	and	and	CCONJ
elsr-56128	36	21	improving	improve	VERB
elsr-56128	36	22	the	the	DET
elsr-56128	36	23	clarity	clarity	NOUN
elsr-56128	36	24	and	and	CCONJ
elsr-56128	36	25	depth	depth	NOUN
elsr-56128	36	26	of	of	ADP
elsr-56128	36	27	the	the	DET
elsr-56128	36	28	visualization	visualization	NOUN
elsr-56128	36	29	.	.	PUNCT
elsr-56128	37	1	during	during	ADP
elsr-56128	37	2	this	this	DET
elsr-56128	37	3	process	process	NOUN
elsr-56128	37	4	,	,	PUNCT
elsr-56128	37	5	designers	designer	NOUN
elsr-56128	37	6	often	often	ADV
elsr-56128	37	7	create	create	VERB
elsr-56128	37	8	new	new	ADJ
elsr-56128	37	9	feature	feature	NOUN
elsr-56128	37	10	dimensions	dimension	NOUN
elsr-56128	37	11	through	through	ADP
elsr-56128	37	12	mathematical	mathematical	ADJ
elsr-56128	37	13	transformations	transformation	NOUN
elsr-56128	37	14	or	or	CCONJ
elsr-56128	37	15	feature	feature	NOUN
elsr-56128	37	16	combinations	combination	NOUN
elsr-56128	37	17	,	,	PUNCT
elsr-56128	37	18	which	which	PRON
elsr-56128	37	19	better	well	ADV
elsr-56128	37	20	reveal	reveal	VERB
elsr-56128	37	21	the	the	DET
elsr-56128	37	22	underlying	underlie	VERB
elsr-56128	37	23	relationships	relationship	NOUN
elsr-56128	37	24	and	and	CCONJ
elsr-56128	37	25	patterns	pattern	NOUN
elsr-56128	37	26	within	within	ADP
elsr-56128	37	27	the	the	DET
elsr-56128	37	28	data	datum	NOUN
elsr-56128	37	29	.	.	PUNCT
elsr-56128	38	1	for	for	ADP
elsr-56128	38	2	large	large	ADJ
elsr-56128	38	3	datasets	dataset	NOUN
elsr-56128	38	4	,	,	PUNCT
elsr-56128	38	5	sampling	sample	VERB
elsr-56128	38	6	techniques	technique	NOUN
elsr-56128	38	7	(	(	PUNCT
elsr-56128	38	8	such	such	ADJ
elsr-56128	38	9	as	as	ADP
elsr-56128	38	10	random	random	ADJ
elsr-56128	38	11	sampling	sampling	NOUN
elsr-56128	38	12	or	or	CCONJ
elsr-56128	38	13	stratified	stratified	ADJ
elsr-56128	38	14	sampling	sampling	NOUN
elsr-56128	38	15	)	)	PUNCT
elsr-56128	38	16	can	can	AUX
elsr-56128	38	17	effectively	effectively	ADV
elsr-56128	38	18	reduce	reduce	VERB
elsr-56128	38	19	the	the	DET
elsr-56128	38	20	complexity	complexity	NOUN
elsr-56128	38	21	of	of	ADP
elsr-56128	38	22	data	datum	NOUN
elsr-56128	38	23	processing	processing	NOUN
elsr-56128	38	24	and	and	CCONJ
elsr-56128	38	25	accelerate	accelerate	VERB
elsr-56128	38	26	the	the	DET
elsr-56128	38	27	computational	computational	ADJ
elsr-56128	38	28	speed	speed	NOUN
elsr-56128	38	29	of	of	ADP
elsr-56128	38	30	visualization	visualization	NOUN
elsr-56128	38	31	.	.	PUNCT
elsr-56128	39	1	through	through	ADP
elsr-56128	39	2	these	these	DET
elsr-56128	39	3	preprocessing	preprocessing	NOUN
elsr-56128	39	4	techniques	technique	NOUN
elsr-56128	39	5	,	,	PUNCT
elsr-56128	39	6	the	the	DET
elsr-56128	39	7	quality	quality	NOUN
elsr-56128	39	8	,	,	PUNCT
elsr-56128	39	9	reliability	reliability	NOUN
elsr-56128	39	10	,	,	PUNCT
elsr-56128	39	11	and	and	CCONJ
elsr-56128	39	12	visualization	visualization	NOUN
elsr-56128	39	13	effectiveness	effectiveness	NOUN
elsr-56128	39	14	of	of	ADP
elsr-56128	39	15	the	the	DET
elsr-56128	39	16	data	datum	NOUN
elsr-56128	39	17	are	be	AUX
elsr-56128	39	18	significantly	significantly	ADV
elsr-56128	39	19	enhanced	enhance	VERB
elsr-56128	39	20	,	,	PUNCT
elsr-56128	39	21	laying	lay	VERB
elsr-56128	39	22	the	the	DET
elsr-56128	39	23	foundation	foundation	NOUN
elsr-56128	39	24	for	for	ADP
elsr-56128	39	25	subsequent	subsequent	ADJ
elsr-56128	39	26	analysis	analysis	NOUN
elsr-56128	39	27	and	and	CCONJ
elsr-56128	39	28	presentation	presentation	NOUN
elsr-56128	39	29	.	.	PUNCT
elsr-56128	40	1	3.2	3.2	NUM
elsr-56128	40	2	graphic	graphic	ADJ
elsr-56128	40	3	design	design	NOUN
elsr-56128	40	4	in	in	ADP
elsr-56128	40	5	the	the	DET
elsr-56128	40	6	graphic	graphic	ADJ
elsr-56128	40	7	design	design	NOUN
elsr-56128	40	8	phase	phase	NOUN
elsr-56128	40	9	of	of	ADP
elsr-56128	40	10	data	datum	NOUN
elsr-56128	40	11	visualization	visualization	NOUN
elsr-56128	40	12	,	,	PUNCT
elsr-56128	40	13	the	the	DET
elsr-56128	40	14	core	core	NOUN
elsr-56128	40	15	task	task	NOUN
elsr-56128	40	16	is	be	AUX
elsr-56128	40	17	to	to	PART
elsr-56128	40	18	transform	transform	VERB
elsr-56128	40	19	abstract	abstract	ADJ
elsr-56128	40	20	data	datum	NOUN
elsr-56128	40	21	into	into	ADP
elsr-56128	40	22	intuitive	intuitive	ADJ
elsr-56128	40	23	and	and	CCONJ
elsr-56128	40	24	easy	easy	ADJ
elsr-56128	40	25	-	-	PUNCT
elsr-56128	40	26	to	to	PART
elsr-56128	40	27	-	-	PUNCT
elsr-56128	40	28	understand	understand	VERB
elsr-56128	40	29	graphical	graphical	ADJ
elsr-56128	40	30	forms	form	NOUN
elsr-56128	40	31	,	,	PUNCT
elsr-56128	40	32	enabling	enable	VERB
elsr-56128	40	33	the	the	DET
elsr-56128	40	34	audience	audience	NOUN
elsr-56128	40	35	to	to	PART
elsr-56128	40	36	quickly	quickly	ADV
elsr-56128	40	37	capture	capture	VERB
elsr-56128	40	38	and	and	CCONJ
elsr-56128	40	39	analyze	analyze	VERB
elsr-56128	40	40	complex	complex	ADJ
elsr-56128	40	41	data	datum	NOUN
elsr-56128	40	42	relationships	relationship	NOUN
elsr-56128	40	43	.	.	PUNCT
elsr-56128	41	1	choosing	choose	VERB
elsr-56128	41	2	the	the	DET
elsr-56128	41	3	appropriate	appropriate	ADJ
elsr-56128	41	4	type	type	NOUN
elsr-56128	41	5	of	of	ADP
elsr-56128	41	6	chart	chart	NOUN
elsr-56128	41	7	is	be	AUX
elsr-56128	41	8	a	a	DET
elsr-56128	41	9	crucial	crucial	ADJ
elsr-56128	41	10	step	step	NOUN
elsr-56128	41	11	in	in	ADP
elsr-56128	41	12	this	this	DET
elsr-56128	41	13	process	process	NOUN
elsr-56128	41	14	.	.	PUNCT
elsr-56128	42	1	designers	designer	NOUN
elsr-56128	42	2	must	must	AUX
elsr-56128	42	3	consider	consider	VERB
elsr-56128	42	4	the	the	DET
elsr-56128	42	5	type	type	NOUN
elsr-56128	42	6	,	,	PUNCT
elsr-56128	42	7	structure	structure	NOUN
elsr-56128	42	8	,	,	PUNCT
elsr-56128	42	9	and	and	CCONJ
elsr-56128	42	10	the	the	DET
elsr-56128	42	11	message	message	NOUN
elsr-56128	42	12	the	the	DET
elsr-56128	42	13	data	data	NOUN
elsr-56128	42	14	is	be	AUX
elsr-56128	42	15	meant	mean	VERB
elsr-56128	42	16	to	to	PART
elsr-56128	42	17	convey	convey	VERB
elsr-56128	42	18	when	when	SCONJ
elsr-56128	42	19	selecting	select	VERB
elsr-56128	42	20	a	a	DET
elsr-56128	42	21	chart	chart	NOUN
elsr-56128	42	22	.	.	PUNCT
elsr-56128	43	1	for	for	ADP
elsr-56128	43	2	example	example	NOUN
elsr-56128	43	3	,	,	PUNCT
elsr-56128	43	4	bar	bar	NOUN
elsr-56128	43	5	charts	chart	NOUN
elsr-56128	43	6	are	be	AUX
elsr-56128	43	7	suitable	suitable	ADJ
elsr-56128	43	8	for	for	ADP
elsr-56128	43	9	displaying	display	VERB
elsr-56128	43	10	comparisons	comparison	NOUN
elsr-56128	43	11	of	of	ADP
elsr-56128	43	12	discrete	discrete	ADJ
elsr-56128	43	13	data	datum	NOUN
elsr-56128	43	14	,	,	PUNCT
elsr-56128	43	15	line	line	NOUN
elsr-56128	43	16	charts	chart	NOUN
elsr-56128	43	17	are	be	AUX
elsr-56128	43	18	ideal	ideal	ADJ
elsr-56128	43	19	for	for	ADP
elsr-56128	43	20	showing	show	VERB
elsr-56128	43	21	trend	trend	NOUN
elsr-56128	43	22	changes	change	NOUN
elsr-56128	43	23	,	,	PUNCT
elsr-56128	43	24	pie	pie	NOUN
elsr-56128	43	25	charts	chart	NOUN
elsr-56128	43	26	help	help	NOUN
elsr-56128	43	27	display	display	VERB
elsr-56128	43	28	the	the	DET
elsr-56128	43	29	proportion	proportion	NOUN
elsr-56128	43	30	of	of	ADP
elsr-56128	43	31	parts	part	NOUN
elsr-56128	43	32	to	to	ADP
elsr-56128	43	33	the	the	DET
elsr-56128	43	34	whole	whole	NOUN
elsr-56128	43	35	,	,	PUNCT
elsr-56128	43	36	scatter	scatter	NOUN
elsr-56128	43	37	plots	plot	NOUN
elsr-56128	43	38	demonstrate	demonstrate	VERB
elsr-56128	43	39	relationships	relationship	NOUN
elsr-56128	43	40	between	between	ADP
elsr-56128	43	41	different	different	ADJ
elsr-56128	43	42	variables	variable	NOUN
elsr-56128	43	43	,	,	PUNCT
elsr-56128	43	44	and	and	CCONJ
elsr-56128	43	45	radar	radar	NOUN
elsr-56128	43	46	charts	chart	NOUN
elsr-56128	43	47	are	be	AUX
elsr-56128	43	48	useful	useful	ADJ
elsr-56128	43	49	for	for	ADP
elsr-56128	43	50	presenting	present	VERB
elsr-56128	43	51	multidimensional	multidimensional	ADJ
elsr-56128	43	52	data	datum	NOUN
elsr-56128	43	53	.	.	PUNCT
elsr-56128	44	1	in	in	ADP
elsr-56128	44	2	addition	addition	NOUN
elsr-56128	44	3	to	to	ADP
elsr-56128	44	4	selecting	select	VERB
elsr-56128	44	5	the	the	DET
elsr-56128	44	6	appropriate	appropriate	ADJ
elsr-56128	44	7	chart	chart	NOUN
elsr-56128	44	8	type	type	NOUN
elsr-56128	44	9	,	,	PUNCT
elsr-56128	44	10	designers	designer	NOUN
elsr-56128	44	11	need	need	VERB
elsr-56128	44	12	to	to	PART
elsr-56128	44	13	arrange	arrange	VERB
elsr-56128	44	14	the	the	DET
elsr-56128	44	15	layout	layout	NOUN
elsr-56128	44	16	of	of	ADP
elsr-56128	44	17	the	the	DET
elsr-56128	44	18	chart	chart	NOUN
elsr-56128	44	19	reasonably	reasonably	ADV
elsr-56128	44	20	based	base	VERB
elsr-56128	44	21	on	on	ADP
elsr-56128	44	22	the	the	DET
elsr-56128	44	23	data	data	NOUN
elsr-56128	44	24	’s	’s	PART
elsr-56128	44	25	dimensions	dimension	NOUN
elsr-56128	44	26	and	and	CCONJ
elsr-56128	44	27	complexity	complexity	NOUN
elsr-56128	44	28	,	,	PUNCT
elsr-56128	44	29	ensuring	ensure	VERB
elsr-56128	44	30	the	the	DET
elsr-56128	44	31	chart	chart	NOUN
elsr-56128	44	32	has	have	VERB
elsr-56128	44	33	a	a	DET
elsr-56128	44	34	clear	clear	ADJ
elsr-56128	44	35	,	,	PUNCT
elsr-56128	44	36	concise	concise	ADJ
elsr-56128	44	37	,	,	PUNCT
elsr-56128	44	38	and	and	CCONJ
elsr-56128	44	39	easily	easily	ADV
elsr-56128	44	40	understandable	understandable	ADJ
elsr-56128	44	41	structure	structure	NOUN
elsr-56128	44	42	.	.	PUNCT
elsr-56128	45	1	a	a	DET
elsr-56128	45	2	key	key	ADJ
elsr-56128	45	3	aspect	aspect	NOUN
elsr-56128	45	4	of	of	ADP
elsr-56128	45	5	the	the	DET
elsr-56128	45	6	design	design	NOUN
elsr-56128	45	7	is	be	AUX
elsr-56128	45	8	avoiding	avoid	VERB
elsr-56128	45	9	information	information	NOUN
elsr-56128	45	10	overload	overload	NOUN
elsr-56128	45	11	by	by	ADP
elsr-56128	45	12	properly	properly	ADV
elsr-56128	45	13	organizing	organize	VERB
elsr-56128	45	14	titles	title	NOUN
elsr-56128	45	15	,	,	PUNCT
elsr-56128	45	16	axis	axis	ADJ
elsr-56128	45	17	labels	label	NOUN
elsr-56128	45	18	,	,	PUNCT
elsr-56128	45	19	legends	legend	NOUN
elsr-56128	45	20	,	,	PUNCT
elsr-56128	45	21	and	and	CCONJ
elsr-56128	45	22	other	other	ADJ
elsr-56128	45	23	elements	element	NOUN
elsr-56128	45	24	to	to	PART
elsr-56128	45	25	help	help	VERB
elsr-56128	45	26	users	user	NOUN
elsr-56128	45	27	quickly	quickly	ADV
elsr-56128	45	28	capture	capture	VERB
elsr-56128	45	29	the	the	DET
elsr-56128	45	30	core	core	NOUN
elsr-56128	45	31	information	information	NOUN
elsr-56128	45	32	from	from	ADP
elsr-56128	45	33	the	the	DET
elsr-56128	45	34	chart	chart	NOUN
elsr-56128	45	35	.	.	PUNCT
elsr-56128	46	1	moreover	moreover	ADV
elsr-56128	46	2	,	,	PUNCT
elsr-56128	46	3	the	the	DET
elsr-56128	46	4	proper	proper	ADJ
elsr-56128	46	5	use	use	NOUN
elsr-56128	46	6	of	of	ADP
elsr-56128	46	7	color	color	NOUN
elsr-56128	46	8	and	and	CCONJ
elsr-56128	46	9	visual	visual	ADJ
elsr-56128	46	10	encoding	encoding	NOUN
elsr-56128	46	11	in	in	ADP
elsr-56128	46	12	graphic	graphic	ADJ
elsr-56128	46	13	design	design	NOUN
elsr-56128	46	14	can	can	AUX
elsr-56128	46	15	not	not	PART
elsr-56128	46	16	be	be	AUX
elsr-56128	46	17	overlooked	overlook	VERB
elsr-56128	46	18	.	.	PUNCT
elsr-56128	47	1	color	color	NOUN
elsr-56128	47	2	not	not	PART
elsr-56128	47	3	only	only	ADV
elsr-56128	47	4	serves	serve	VERB
elsr-56128	47	5	to	to	PART
elsr-56128	47	6	attract	attract	VERB
elsr-56128	47	7	attention	attention	NOUN
elsr-56128	47	8	but	but	CCONJ
elsr-56128	47	9	also	also	ADV
elsr-56128	47	10	helps	helps	AUX
elsr-56128	47	11	distinguish	distinguish	VERB
elsr-56128	47	12	different	different	ADJ
elsr-56128	47	13	datasets	dataset	NOUN
elsr-56128	47	14	or	or	CCONJ
elsr-56128	47	15	emphasize	emphasize	VERB
elsr-56128	47	16	specific	specific	ADJ
elsr-56128	47	17	information	information	NOUN
elsr-56128	47	18	.	.	PUNCT
elsr-56128	48	1	in	in	ADP
elsr-56128	48	2	the	the	DET
elsr-56128	48	3	design	design	NOUN
elsr-56128	48	4	process	process	NOUN
elsr-56128	48	5	,	,	PUNCT
elsr-56128	48	6	the	the	DET
elsr-56128	48	7	chosen	choose	VERB
elsr-56128	48	8	color	color	NOUN
elsr-56128	48	9	scheme	scheme	NOUN
elsr-56128	48	10	should	should	AUX
elsr-56128	48	11	balance	balance	VERB
elsr-56128	48	12	both	both	CCONJ
elsr-56128	48	13	the	the	DET
elsr-56128	48	14	aesthetic	aesthetic	ADJ
elsr-56128	48	15	appeal	appeal	NOUN
elsr-56128	48	16	and	and	CCONJ
elsr-56128	48	17	functionality	functionality	NOUN
elsr-56128	48	18	of	of	ADP
elsr-56128	48	19	the	the	DET
elsr-56128	48	20	chart	chart	NOUN
elsr-56128	48	21	.	.	PUNCT
elsr-56128	49	1	designers	designer	NOUN
elsr-56128	49	2	often	often	ADV
elsr-56128	49	3	use	use	VERB
elsr-56128	49	4	vibrant	vibrant	ADJ
elsr-56128	49	5	colors	color	NOUN
elsr-56128	49	6	to	to	PART
elsr-56128	49	7	highlight	highlight	VERB
elsr-56128	49	8	important	important	ADJ
elsr-56128	49	9	data	datum	NOUN
elsr-56128	49	10	and	and	CCONJ
elsr-56128	49	11	softer	soft	ADJ
elsr-56128	49	12	or	or	CCONJ
elsr-56128	49	13	grayscale	grayscale	NOUN
elsr-56128	49	14	tones	tone	NOUN
elsr-56128	49	15	for	for	ADP
elsr-56128	49	16	auxiliary	auxiliary	ADJ
elsr-56128	49	17	information	information	NOUN
elsr-56128	49	18	to	to	PART
elsr-56128	49	19	avoid	avoid	VERB
elsr-56128	49	20	visual	visual	ADJ
elsr-56128	49	21	distractions	distraction	NOUN
elsr-56128	49	22	.	.	PUNCT
elsr-56128	50	1	in	in	ADP
elsr-56128	50	2	terms	term	NOUN
elsr-56128	50	3	of	of	ADP
elsr-56128	50	4	visual	visual	ADJ
elsr-56128	50	5	encoding	encoding	NOUN
elsr-56128	50	6	,	,	PUNCT
elsr-56128	50	7	designers	designer	NOUN
elsr-56128	50	8	should	should	AUX
elsr-56128	50	9	skillfully	skillfully	ADV
elsr-56128	50	10	use	use	VERB
elsr-56128	50	11	multiple	multiple	ADJ
elsr-56128	50	12	channels	channel	NOUN
elsr-56128	50	13	,	,	PUNCT
elsr-56128	50	14	such	such	ADJ
elsr-56128	50	15	as	as	ADP
elsr-56128	50	16	shape	shape	NOUN
elsr-56128	50	17	,	,	PUNCT
elsr-56128	50	18	size	size	NOUN
elsr-56128	50	19	,	,	PUNCT
elsr-56128	50	20	color	color	NOUN
elsr-56128	50	21	,	,	PUNCT
elsr-56128	50	22	and	and	CCONJ
elsr-56128	50	23	position	position	NOUN
elsr-56128	50	24	,	,	PUNCT
elsr-56128	50	25	to	to	PART
elsr-56128	50	26	visually	visually	ADV
elsr-56128	50	27	represent	represent	VERB
elsr-56128	50	28	relationships	relationship	NOUN
elsr-56128	50	29	and	and	CCONJ
elsr-56128	50	30	patterns	pattern	NOUN
elsr-56128	50	31	in	in	ADP
elsr-56128	50	32	the	the	DET
elsr-56128	50	33	data	datum	NOUN
elsr-56128	50	34	.	.	PUNCT
elsr-56128	51	1	different	different	ADJ
elsr-56128	51	2	visual	visual	ADJ
elsr-56128	51	3	channels	channel	NOUN
elsr-56128	51	4	should	should	AUX
elsr-56128	51	5	be	be	AUX
elsr-56128	51	6	optimized	optimize	VERB
elsr-56128	51	7	according	accord	VERB
elsr-56128	51	8	to	to	ADP
elsr-56128	51	9	data	datum	NOUN
elsr-56128	51	10	attributes	attribute	NOUN
elsr-56128	51	11	and	and	CCONJ
elsr-56128	51	12	user	user	NOUN
elsr-56128	51	13	cognitive	cognitive	ADJ
elsr-56128	51	14	patterns	pattern	NOUN
elsr-56128	51	15	to	to	PART
elsr-56128	51	16	enhance	enhance	VERB
elsr-56128	51	17	the	the	DET
elsr-56128	51	18	readability	readability	NOUN
elsr-56128	51	19	and	and	CCONJ
elsr-56128	51	20	understanding	understanding	NOUN
elsr-56128	51	21	of	of	ADP
elsr-56128	51	22	the	the	DET
elsr-56128	51	23	data	datum	NOUN
elsr-56128	51	24	.	.	PUNCT
elsr-56128	52	1	in	in	ADP
elsr-56128	52	2	conclusion	conclusion	NOUN
elsr-56128	52	3	,	,	PUNCT
elsr-56128	52	4	through	through	ADP
elsr-56128	52	5	scientific	scientific	ADJ
elsr-56128	52	6	graphic	graphic	ADJ
elsr-56128	52	7	design	design	NOUN
elsr-56128	52	8	,	,	PUNCT
elsr-56128	52	9	data	datum	NOUN
elsr-56128	52	10	can	can	AUX
elsr-56128	52	11	be	be	AUX
elsr-56128	52	12	effectively	effectively	ADV
elsr-56128	52	13	communicated	communicate	VERB
elsr-56128	52	14	,	,	PUNCT
elsr-56128	52	15	and	and	CCONJ
elsr-56128	52	16	users	user	NOUN
elsr-56128	52	17	’	'	PUNCT
elsr-56128	52	18	analytical	analytical	ADJ
elsr-56128	52	19	www.scholink.org/ojs/index.php/elsr	www.scholink.org/ojs/index.php/elsr	PROPN
elsr-56128	52	20	education	education	NOUN
elsr-56128	52	21	,	,	PUNCT
elsr-56128	52	22	language	language	NOUN
elsr-56128	52	23	and	and	CCONJ
elsr-56128	52	24	sociology	sociology	NOUN
elsr-56128	52	25	research	research	NOUN
elsr-56128	52	26	vol	vol	NOUN
elsr-56128	52	27	.	.	PROPN
elsr-56128	53	1	6	6	NUM
elsr-56128	53	2	,	,	PUNCT
elsr-56128	53	3	no	no	INTJ
elsr-56128	53	4	.	.	NOUN
elsr-56128	53	5	2	2	NUM
elsr-56128	53	6	,	,	PUNCT
elsr-56128	53	7	2025	2025	NUM
elsr-56128	53	8	152	152	NUM
elsr-56128	53	9	published	publish	VERB
elsr-56128	53	10	by	by	ADP
elsr-56128	53	11	scholink	scholink	PROPN
elsr-56128	53	12	inc	inc	PROPN
elsr-56128	53	13	.	.	PROPN
elsr-56128	53	14	capabilities	capability	NOUN
elsr-56128	53	15	can	can	AUX
elsr-56128	53	16	be	be	AUX
elsr-56128	53	17	enhanced	enhance	VERB
elsr-56128	53	18	,	,	PUNCT
elsr-56128	53	19	thus	thus	ADV
elsr-56128	53	20	achieving	achieve	VERB
elsr-56128	53	21	the	the	DET
elsr-56128	53	22	ultimate	ultimate	ADJ
elsr-56128	53	23	goal	goal	NOUN
elsr-56128	53	24	of	of	ADP
elsr-56128	53	25	data	datum	NOUN
elsr-56128	53	26	visualization	visualization	NOUN
elsr-56128	53	27	:	:	PUNCT
elsr-56128	53	28	making	make	VERB
elsr-56128	53	29	information	information	NOUN
elsr-56128	53	30	more	more	ADV
elsr-56128	53	31	transparent	transparent	ADJ
elsr-56128	53	32	,	,	PUNCT
elsr-56128	53	33	easier	easy	ADJ
elsr-56128	53	34	to	to	PART
elsr-56128	53	35	interpret	interpret	VERB
elsr-56128	53	36	,	,	PUNCT
elsr-56128	53	37	and	and	CCONJ
elsr-56128	53	38	facilitating	facilitate	VERB
elsr-56128	53	39	decision	decision	NOUN
elsr-56128	53	40	-	-	PUNCT
elsr-56128	53	41	making	making	NOUN
elsr-56128	53	42	.	.	PUNCT
elsr-56128	54	1	3.3	3.3	NUM
elsr-56128	54	2	interaction	interaction	NOUN
elsr-56128	54	3	design	design	NOUN
elsr-56128	54	4	interaction	interaction	NOUN
elsr-56128	54	5	design	design	NOUN
elsr-56128	54	6	in	in	ADP
elsr-56128	54	7	data	datum	NOUN
elsr-56128	54	8	visualization	visualization	NOUN
elsr-56128	54	9	refers	refer	VERB
elsr-56128	54	10	to	to	ADP
elsr-56128	54	11	the	the	DET
elsr-56128	54	12	interaction	interaction	NOUN
elsr-56128	54	13	between	between	ADP
elsr-56128	54	14	users	user	NOUN
elsr-56128	54	15	and	and	CCONJ
elsr-56128	54	16	visual	visual	ADJ
elsr-56128	54	17	charts	chart	NOUN
elsr-56128	54	18	,	,	PUNCT
elsr-56128	54	19	allowing	allow	VERB
elsr-56128	54	20	users	user	NOUN
elsr-56128	54	21	to	to	PART
elsr-56128	54	22	explore	explore	VERB
elsr-56128	54	23	and	and	CCONJ
elsr-56128	54	24	understand	understand	VERB
elsr-56128	54	25	data	datum	NOUN
elsr-56128	54	26	in	in	ADP
elsr-56128	54	27	greater	great	ADJ
elsr-56128	54	28	depth	depth	NOUN
elsr-56128	54	29	.	.	PUNCT
elsr-56128	55	1	by	by	ADP
elsr-56128	55	2	enhancing	enhance	VERB
elsr-56128	55	3	user	user	NOUN
elsr-56128	55	4	interaction	interaction	NOUN
elsr-56128	55	5	with	with	ADP
elsr-56128	55	6	visual	visual	ADJ
elsr-56128	55	7	charts	chart	NOUN
elsr-56128	55	8	,	,	PUNCT
elsr-56128	55	9	data	datum	NOUN
elsr-56128	55	10	is	be	AUX
elsr-56128	55	11	transformed	transform	VERB
elsr-56128	55	12	from	from	ADP
elsr-56128	55	13	a	a	DET
elsr-56128	55	14	static	static	ADJ
elsr-56128	55	15	presentation	presentation	NOUN
elsr-56128	55	16	into	into	ADP
elsr-56128	55	17	a	a	DET
elsr-56128	55	18	dynamic	dynamic	ADJ
elsr-56128	55	19	tool	tool	NOUN
elsr-56128	55	20	that	that	PRON
elsr-56128	55	21	can	can	AUX
elsr-56128	55	22	be	be	AUX
elsr-56128	55	23	explored	explore	VERB
elsr-56128	55	24	and	and	CCONJ
elsr-56128	55	25	understood	understand	VERB
elsr-56128	55	26	more	more	ADV
elsr-56128	55	27	thoroughly	thoroughly	ADV
elsr-56128	55	28	.	.	PUNCT
elsr-56128	56	1	interaction	interaction	NOUN
elsr-56128	56	2	design	design	NOUN
elsr-56128	56	3	not	not	PART
elsr-56128	56	4	only	only	ADV
elsr-56128	56	5	enhances	enhance	VERB
elsr-56128	56	6	the	the	DET
elsr-56128	56	7	user	user	NOUN
elsr-56128	56	8	experience	experience	NOUN
elsr-56128	56	9	but	but	CCONJ
elsr-56128	56	10	also	also	ADV
elsr-56128	56	11	effectively	effectively	ADV
elsr-56128	56	12	supports	support	VERB
elsr-56128	56	13	data	datum	NOUN
elsr-56128	56	14	analysis	analysis	NOUN
elsr-56128	56	15	from	from	ADP
elsr-56128	56	16	multiple	multiple	ADJ
elsr-56128	56	17	perspectives	perspective	NOUN
elsr-56128	56	18	and	and	CCONJ
elsr-56128	56	19	levels	level	NOUN
elsr-56128	56	20	.	.	PUNCT
elsr-56128	57	1	common	common	ADJ
elsr-56128	57	2	interaction	interaction	NOUN
elsr-56128	57	3	design	design	NOUN
elsr-56128	57	4	methods	method	NOUN
elsr-56128	57	5	,	,	PUNCT
elsr-56128	57	6	such	such	ADJ
elsr-56128	57	7	as	as	ADP
elsr-56128	57	8	hover	hover	NOUN
elsr-56128	57	9	effects	effect	NOUN
elsr-56128	57	10	,	,	PUNCT
elsr-56128	57	11	click	click	VERB
elsr-56128	57	12	interactions	interaction	NOUN
elsr-56128	57	13	,	,	PUNCT
elsr-56128	57	14	and	and	CCONJ
elsr-56128	57	15	zoom	zoom	NOUN
elsr-56128	57	16	functions	function	NOUN
elsr-56128	57	17	,	,	PUNCT
elsr-56128	57	18	significantly	significantly	ADV
elsr-56128	57	19	increase	increase	VERB
elsr-56128	57	20	the	the	DET
elsr-56128	57	21	operability	operability	NOUN
elsr-56128	57	22	of	of	ADP
elsr-56128	57	23	charts	chart	NOUN
elsr-56128	57	24	.	.	PUNCT
elsr-56128	58	1	for	for	ADP
elsr-56128	58	2	example	example	NOUN
elsr-56128	58	3	,	,	PUNCT
elsr-56128	58	4	dynamically	dynamically	ADV
elsr-56128	58	5	displaying	display	VERB
elsr-56128	58	6	relevant	relevant	ADJ
elsr-56128	58	7	data	datum	NOUN
elsr-56128	58	8	labels	label	NOUN
elsr-56128	58	9	or	or	CCONJ
elsr-56128	58	10	detailed	detailed	ADJ
elsr-56128	58	11	information	information	NOUN
elsr-56128	58	12	when	when	SCONJ
elsr-56128	58	13	hovering	hover	VERB
elsr-56128	58	14	the	the	DET
elsr-56128	58	15	mouse	mouse	NOUN
elsr-56128	58	16	allows	allow	VERB
elsr-56128	58	17	users	user	NOUN
elsr-56128	58	18	to	to	PART
elsr-56128	58	19	gain	gain	VERB
elsr-56128	58	20	deeper	deep	ADJ
elsr-56128	58	21	insights	insight	NOUN
elsr-56128	58	22	without	without	ADP
elsr-56128	58	23	interrupting	interrupt	VERB
elsr-56128	58	24	the	the	DET
elsr-56128	58	25	overall	overall	ADJ
elsr-56128	58	26	view	view	NOUN
elsr-56128	58	27	.	.	PUNCT
elsr-56128	59	1	by	by	ADP
elsr-56128	59	2	clicking	click	VERB
elsr-56128	59	3	on	on	ADP
elsr-56128	59	4	specific	specific	ADJ
elsr-56128	59	5	elements	element	NOUN
elsr-56128	59	6	within	within	ADP
elsr-56128	59	7	a	a	DET
elsr-56128	59	8	chart	chart	NOUN
elsr-56128	59	9	,	,	PUNCT
elsr-56128	59	10	users	user	NOUN
elsr-56128	59	11	can	can	AUX
elsr-56128	59	12	not	not	PART
elsr-56128	59	13	only	only	ADV
elsr-56128	59	14	view	view	VERB
elsr-56128	59	15	more	more	ADV
elsr-56128	59	16	detailed	detailed	ADJ
elsr-56128	59	17	data	datum	NOUN
elsr-56128	59	18	but	but	CCONJ
elsr-56128	59	19	also	also	ADV
elsr-56128	59	20	filter	filter	VERB
elsr-56128	59	21	or	or	CCONJ
elsr-56128	59	22	select	select	ADJ
elsr-56128	59	23	data	datum	NOUN
elsr-56128	59	24	according	accord	VERB
elsr-56128	59	25	to	to	ADP
elsr-56128	59	26	their	their	PRON
elsr-56128	59	27	needs	need	NOUN
elsr-56128	59	28	,	,	PUNCT
elsr-56128	59	29	enabling	enable	VERB
elsr-56128	59	30	them	they	PRON
elsr-56128	59	31	to	to	PART
elsr-56128	59	32	focus	focus	VERB
elsr-56128	59	33	on	on	ADP
elsr-56128	59	34	subsets	subset	NOUN
elsr-56128	59	35	of	of	ADP
elsr-56128	59	36	data	datum	NOUN
elsr-56128	59	37	that	that	PRON
elsr-56128	59	38	are	be	AUX
elsr-56128	59	39	of	of	ADP
elsr-56128	59	40	interest	interest	NOUN
elsr-56128	59	41	.	.	PUNCT
elsr-56128	60	1	zoom	zoom	NOUN
elsr-56128	60	2	and	and	CCONJ
elsr-56128	60	3	pan	pan	NOUN
elsr-56128	60	4	functions	function	NOUN
elsr-56128	60	5	offer	offer	VERB
elsr-56128	60	6	users	user	NOUN
elsr-56128	60	7	greater	great	ADJ
elsr-56128	60	8	flexibility	flexibility	NOUN
elsr-56128	60	9	,	,	PUNCT
elsr-56128	60	10	especially	especially	ADV
elsr-56128	60	11	when	when	SCONJ
elsr-56128	60	12	dealing	deal	VERB
elsr-56128	60	13	with	with	ADP
elsr-56128	60	14	large	large	ADJ
elsr-56128	60	15	datasets	dataset	NOUN
elsr-56128	60	16	,	,	PUNCT
elsr-56128	60	17	allowing	allow	VERB
elsr-56128	60	18	them	they	PRON
elsr-56128	60	19	to	to	PART
elsr-56128	60	20	adjust	adjust	VERB
elsr-56128	60	21	the	the	DET
elsr-56128	60	22	view	view	NOUN
elsr-56128	60	23	and	and	CCONJ
elsr-56128	60	24	explore	explore	VERB
elsr-56128	60	25	data	data	NOUN
elsr-56128	60	26	trends	trend	NOUN
elsr-56128	60	27	in	in	ADP
elsr-56128	60	28	different	different	ADJ
elsr-56128	60	29	regions	region	NOUN
elsr-56128	60	30	.	.	PUNCT
elsr-56128	61	1	another	another	DET
elsr-56128	61	2	key	key	ADJ
elsr-56128	61	3	value	value	NOUN
elsr-56128	61	4	of	of	ADP
elsr-56128	61	5	interaction	interaction	NOUN
elsr-56128	61	6	design	design	NOUN
elsr-56128	61	7	is	be	AUX
elsr-56128	61	8	in	in	ADP
elsr-56128	61	9	enhancing	enhance	VERB
elsr-56128	61	10	users	user	NOUN
elsr-56128	61	11	’	’	PART
elsr-56128	61	12	understanding	understanding	NOUN
elsr-56128	61	13	and	and	CCONJ
elsr-56128	61	14	engagement	engagement	NOUN
elsr-56128	61	15	with	with	ADP
elsr-56128	61	16	the	the	DET
elsr-56128	61	17	data	datum	NOUN
elsr-56128	61	18	.	.	PUNCT
elsr-56128	62	1	through	through	ADP
elsr-56128	62	2	linked	link	VERB
elsr-56128	62	3	chart	chart	NOUN
elsr-56128	62	4	designs	design	NOUN
elsr-56128	62	5	,	,	PUNCT
elsr-56128	62	6	dynamic	dynamic	ADJ
elsr-56128	62	7	updates	update	NOUN
elsr-56128	62	8	between	between	ADP
elsr-56128	62	9	multiple	multiple	ADJ
elsr-56128	62	10	views	view	NOUN
elsr-56128	62	11	help	help	VERB
elsr-56128	62	12	users	user	NOUN
elsr-56128	62	13	intuitively	intuitively	ADV
elsr-56128	62	14	recognize	recognize	VERB
elsr-56128	62	15	relationships	relationship	NOUN
elsr-56128	62	16	between	between	ADP
elsr-56128	62	17	data	datum	NOUN
elsr-56128	62	18	points	point	NOUN
elsr-56128	62	19	.	.	PUNCT
elsr-56128	63	1	for	for	ADP
elsr-56128	63	2	instance	instance	NOUN
elsr-56128	63	3	,	,	PUNCT
elsr-56128	63	4	when	when	SCONJ
elsr-56128	63	5	users	user	NOUN
elsr-56128	63	6	make	make	VERB
elsr-56128	63	7	a	a	DET
elsr-56128	63	8	selection	selection	NOUN
elsr-56128	63	9	or	or	CCONJ
elsr-56128	63	10	perform	perform	VERB
elsr-56128	63	11	an	an	DET
elsr-56128	63	12	operation	operation	NOUN
elsr-56128	63	13	in	in	ADP
elsr-56128	63	14	one	one	NUM
elsr-56128	63	15	chart	chart	NOUN
elsr-56128	63	16	,	,	PUNCT
elsr-56128	63	17	other	other	ADJ
elsr-56128	63	18	related	related	ADJ
elsr-56128	63	19	charts	chart	NOUN
elsr-56128	63	20	can	can	AUX
elsr-56128	63	21	be	be	AUX
elsr-56128	63	22	updated	update	VERB
elsr-56128	63	23	simultaneously	simultaneously	ADV
elsr-56128	63	24	,	,	PUNCT
elsr-56128	63	25	greatly	greatly	ADV
elsr-56128	63	26	improving	improve	VERB
elsr-56128	63	27	the	the	DET
elsr-56128	63	28	comprehensiveness	comprehensiveness	NOUN
elsr-56128	63	29	and	and	CCONJ
elsr-56128	63	30	coherence	coherence	NOUN
elsr-56128	63	31	of	of	ADP
elsr-56128	63	32	data	datum	NOUN
elsr-56128	63	33	analysis	analysis	NOUN
elsr-56128	63	34	.	.	PUNCT
elsr-56128	64	1	additionally	additionally	ADV
elsr-56128	64	2	,	,	PUNCT
elsr-56128	64	3	editable	editable	ADJ
elsr-56128	64	4	features	feature	NOUN
elsr-56128	64	5	enable	enable	VERB
elsr-56128	64	6	users	user	NOUN
elsr-56128	64	7	to	to	PART
elsr-56128	64	8	customize	customize	VERB
elsr-56128	64	9	charts	chart	NOUN
elsr-56128	64	10	based	base	VERB
elsr-56128	64	11	on	on	ADP
elsr-56128	64	12	their	their	PRON
elsr-56128	64	13	needs	need	NOUN
elsr-56128	64	14	,	,	PUNCT
elsr-56128	64	15	further	far	ADV
elsr-56128	64	16	enhancing	enhance	VERB
elsr-56128	64	17	the	the	DET
elsr-56128	64	18	flexibility	flexibility	NOUN
elsr-56128	64	19	and	and	CCONJ
elsr-56128	64	20	personalization	personalization	NOUN
elsr-56128	64	21	of	of	ADP
elsr-56128	64	22	the	the	DET
elsr-56128	64	23	visualization	visualization	NOUN
elsr-56128	64	24	.	.	PUNCT
elsr-56128	65	1	these	these	DET
elsr-56128	65	2	interaction	interaction	NOUN
elsr-56128	65	3	design	design	NOUN
elsr-56128	65	4	methods	method	NOUN
elsr-56128	65	5	not	not	PART
elsr-56128	65	6	only	only	ADV
elsr-56128	65	7	promote	promote	VERB
elsr-56128	65	8	active	active	ADJ
elsr-56128	65	9	user	user	NOUN
elsr-56128	65	10	engagement	engagement	NOUN
elsr-56128	65	11	but	but	CCONJ
elsr-56128	65	12	also	also	ADV
elsr-56128	65	13	provide	provide	VERB
elsr-56128	65	14	personalized	personalized	ADJ
elsr-56128	65	15	experiences	experience	NOUN
elsr-56128	65	16	,	,	PUNCT
elsr-56128	65	17	such	such	ADJ
elsr-56128	65	18	as	as	ADP
elsr-56128	65	19	allowing	allow	VERB
elsr-56128	65	20	users	user	NOUN
elsr-56128	65	21	to	to	PART
elsr-56128	65	22	adjust	adjust	VERB
elsr-56128	65	23	axes	axis	NOUN
elsr-56128	65	24	,	,	PUNCT
elsr-56128	65	25	modify	modify	VERB
elsr-56128	65	26	chart	chart	NOUN
elsr-56128	65	27	types	type	NOUN
elsr-56128	65	28	,	,	PUNCT
elsr-56128	65	29	or	or	CCONJ
elsr-56128	65	30	update	update	VERB
elsr-56128	65	31	charts	chart	NOUN
elsr-56128	65	32	in	in	ADP
elsr-56128	65	33	real	real	ADJ
elsr-56128	65	34	time	time	NOUN
elsr-56128	65	35	to	to	PART
elsr-56128	65	36	adapt	adapt	VERB
elsr-56128	65	37	to	to	ADP
elsr-56128	65	38	dynamic	dynamic	ADJ
elsr-56128	65	39	data	datum	NOUN
elsr-56128	65	40	environments	environment	NOUN
elsr-56128	65	41	.	.	PUNCT
elsr-56128	66	1	by	by	ADP
elsr-56128	66	2	offering	offer	VERB
elsr-56128	66	3	features	feature	NOUN
elsr-56128	66	4	like	like	ADP
elsr-56128	66	5	data	datum	NOUN
elsr-56128	66	6	export	export	NOUN
elsr-56128	66	7	,	,	PUNCT
elsr-56128	66	8	interaction	interaction	NOUN
elsr-56128	66	9	design	design	NOUN
elsr-56128	66	10	also	also	ADV
elsr-56128	66	11	allows	allow	VERB
elsr-56128	66	12	users	user	NOUN
elsr-56128	66	13	to	to	PART
elsr-56128	66	14	save	save	VERB
elsr-56128	66	15	and	and	CCONJ
elsr-56128	66	16	share	share	VERB
elsr-56128	66	17	analysis	analysis	NOUN
elsr-56128	66	18	results	result	NOUN
elsr-56128	66	19	,	,	PUNCT
elsr-56128	66	20	enabling	enable	VERB
elsr-56128	66	21	the	the	DET
elsr-56128	66	22	continued	continue	VERB
elsr-56128	66	23	use	use	NOUN
elsr-56128	66	24	of	of	ADP
elsr-56128	66	25	visualized	visualized	ADJ
elsr-56128	66	26	data	datum	NOUN
elsr-56128	66	27	in	in	ADP
elsr-56128	66	28	multiple	multiple	ADJ
elsr-56128	66	29	contexts	contexts	NOUN
elsr-56128	66	30	.	.	PUNCT
elsr-56128	67	1	these	these	DET
elsr-56128	67	2	rich	rich	ADJ
elsr-56128	67	3	interactive	interactive	ADJ
elsr-56128	67	4	techniques	technique	NOUN
elsr-56128	67	5	not	not	PART
elsr-56128	67	6	only	only	ADV
elsr-56128	67	7	improve	improve	VERB
elsr-56128	67	8	users	user	NOUN
elsr-56128	67	9	’	'	PUNCT
elsr-56128	67	10	ability	ability	NOUN
elsr-56128	67	11	to	to	PART
elsr-56128	67	12	grasp	grasp	VERB
elsr-56128	67	13	and	and	CCONJ
elsr-56128	67	14	analyze	analyze	VERB
elsr-56128	67	15	data	datum	NOUN
elsr-56128	67	16	but	but	CCONJ
elsr-56128	67	17	also	also	ADV
elsr-56128	67	18	significantly	significantly	ADV
elsr-56128	67	19	enhance	enhance	VERB
elsr-56128	67	20	the	the	DET
elsr-56128	67	21	practical	practical	ADJ
elsr-56128	67	22	value	value	NOUN
elsr-56128	67	23	of	of	ADP
elsr-56128	67	24	data	datum	NOUN
elsr-56128	67	25	visualization	visualization	NOUN
elsr-56128	67	26	.	.	PUNCT
elsr-56128	68	1	3.4	3.4	NUM
elsr-56128	68	2	multidimensional	multidimensional	ADJ
elsr-56128	68	3	data	datum	NOUN
elsr-56128	68	4	visualization	visualization	NOUN
elsr-56128	68	5	multidimensional	multidimensional	ADJ
elsr-56128	68	6	data	data	NOUN
elsr-56128	68	7	visualization	visualization	NOUN
elsr-56128	68	8	focuses	focus	VERB
elsr-56128	68	9	on	on	ADP
elsr-56128	68	10	displaying	display	VERB
elsr-56128	68	11	and	and	CCONJ
elsr-56128	68	12	analyzing	analyze	VERB
elsr-56128	68	13	data	datum	NOUN
elsr-56128	68	14	with	with	ADP
elsr-56128	68	15	multiple	multiple	ADJ
elsr-56128	68	16	dimensions	dimension	NOUN
elsr-56128	68	17	or	or	CCONJ
elsr-56128	68	18	attributes	attribute	NOUN
elsr-56128	68	19	.	.	PUNCT
elsr-56128	69	1	it	it	PRON
elsr-56128	69	2	helps	help	VERB
elsr-56128	69	3	users	user	NOUN
elsr-56128	69	4	gain	gain	VERB
elsr-56128	69	5	a	a	DET
elsr-56128	69	6	more	more	ADV
elsr-56128	69	7	comprehensive	comprehensive	ADJ
elsr-56128	69	8	understanding	understanding	NOUN
elsr-56128	69	9	of	of	ADP
elsr-56128	69	10	the	the	DET
elsr-56128	69	11	internal	internal	ADJ
elsr-56128	69	12	relationships	relationship	NOUN
elsr-56128	69	13	and	and	CCONJ
elsr-56128	69	14	patterns	pattern	NOUN
elsr-56128	69	15	within	within	ADP
elsr-56128	69	16	complex	complex	ADJ
elsr-56128	69	17	data	datum	NOUN
elsr-56128	69	18	structures	structure	NOUN
elsr-56128	69	19	through	through	ADP
elsr-56128	69	20	various	various	ADJ
elsr-56128	69	21	graphical	graphical	ADJ
elsr-56128	69	22	methods	method	NOUN
elsr-56128	69	23	.	.	PUNCT
elsr-56128	70	1	different	different	ADJ
elsr-56128	70	2	types	type	NOUN
elsr-56128	70	3	of	of	ADP
elsr-56128	70	4	graphic	graphic	ADJ
elsr-56128	70	5	methods	method	NOUN
elsr-56128	70	6	play	play	VERB
elsr-56128	70	7	an	an	DET
elsr-56128	70	8	important	important	ADJ
elsr-56128	70	9	role	role	NOUN
elsr-56128	70	10	in	in	ADP
elsr-56128	70	11	visualizing	visualize	VERB
elsr-56128	70	12	multidimensional	multidimensional	ADJ
elsr-56128	70	13	data	datum	NOUN
elsr-56128	70	14	,	,	PUNCT
elsr-56128	70	15	catering	cater	VERB
elsr-56128	70	16	to	to	ADP
elsr-56128	70	17	different	different	ADJ
elsr-56128	70	18	needs	need	NOUN
elsr-56128	70	19	in	in	ADP
elsr-56128	70	20	data	datum	NOUN
elsr-56128	70	21	expression	expression	NOUN
elsr-56128	70	22	.	.	PUNCT
elsr-56128	71	1	for	for	ADP
elsr-56128	71	2	example	example	NOUN
elsr-56128	71	3	,	,	PUNCT
elsr-56128	71	4	parallel	parallel	ADJ
elsr-56128	71	5	coordinate	coordinate	NOUN
elsr-56128	71	6	plots	plot	NOUN
elsr-56128	71	7	are	be	AUX
elsr-56128	71	8	an	an	DET
elsr-56128	71	9	effective	effective	ADJ
elsr-56128	71	10	tool	tool	NOUN
elsr-56128	71	11	for	for	ADP
elsr-56128	71	12	displaying	display	VERB
elsr-56128	71	13	relationships	relationship	NOUN
elsr-56128	71	14	among	among	ADP
elsr-56128	71	15	multiple	multiple	ADJ
elsr-56128	71	16	numerical	numerical	ADJ
elsr-56128	71	17	variables	variable	NOUN
elsr-56128	71	18	using	use	VERB
elsr-56128	71	19	parallel	parallel	ADJ
elsr-56128	71	20	axes	axis	NOUN
elsr-56128	71	21	,	,	PUNCT
elsr-56128	71	22	allowing	allow	VERB
elsr-56128	71	23	users	user	NOUN
elsr-56128	71	24	to	to	PART
elsr-56128	71	25	intuitively	intuitively	ADV
elsr-56128	71	26	identify	identify	VERB
elsr-56128	71	27	trends	trend	NOUN
elsr-56128	71	28	and	and	CCONJ
elsr-56128	71	29	correlations	correlation	NOUN
elsr-56128	71	30	between	between	ADP
elsr-56128	71	31	dimensions	dimension	NOUN
elsr-56128	71	32	.	.	PUNCT
elsr-56128	72	1	radar	radar	NOUN
elsr-56128	72	2	charts	chart	NOUN
elsr-56128	72	3	,	,	PUNCT
elsr-56128	72	4	on	on	ADP
elsr-56128	72	5	the	the	DET
elsr-56128	72	6	other	other	ADJ
elsr-56128	72	7	hand	hand	NOUN
elsr-56128	72	8	,	,	PUNCT
elsr-56128	72	9	present	present	VERB
elsr-56128	72	10	the	the	DET
elsr-56128	72	11	values	value	NOUN
elsr-56128	72	12	of	of	ADP
elsr-56128	72	13	different	different	ADJ
elsr-56128	72	14	dimensions	dimension	NOUN
elsr-56128	72	15	in	in	ADP
elsr-56128	72	16	a	a	DET
elsr-56128	72	17	polygonal	polygonal	ADJ
elsr-56128	72	18	form	form	NOUN
elsr-56128	72	19	,	,	PUNCT
elsr-56128	72	20	highlighting	highlight	VERB
elsr-56128	72	21	relative	relative	ADJ
elsr-56128	72	22	differences	difference	NOUN
elsr-56128	72	23	between	between	ADP
elsr-56128	72	24	dimensions	dimension	NOUN
elsr-56128	72	25	,	,	PUNCT
elsr-56128	72	26	making	make	VERB
elsr-56128	72	27	them	they	PRON
elsr-56128	72	28	suitable	suitable	ADJ
elsr-56128	72	29	for	for	ADP
elsr-56128	72	30	comparing	compare	VERB
elsr-56128	72	31	the	the	DET
elsr-56128	72	32	interactions	interaction	NOUN
elsr-56128	72	33	among	among	ADP
elsr-56128	72	34	various	various	ADJ
elsr-56128	72	35	attributes	attribute	NOUN
elsr-56128	72	36	.	.	PUNCT
elsr-56128	73	1	the	the	DET
elsr-56128	73	2	advantage	advantage	NOUN
elsr-56128	73	3	of	of	ADP
elsr-56128	73	4	these	these	DET
elsr-56128	73	5	charts	chart	NOUN
elsr-56128	73	6	lies	lie	VERB
elsr-56128	73	7	in	in	ADP
elsr-56128	73	8	www.scholink.org/ojs/index.php/elsr	www.scholink.org/ojs/index.php/elsr	PROPN
elsr-56128	73	9	education	education	NOUN
elsr-56128	73	10	,	,	PUNCT
elsr-56128	73	11	language	language	NOUN
elsr-56128	73	12	and	and	CCONJ
elsr-56128	73	13	sociology	sociology	NOUN
elsr-56128	73	14	research	research	NOUN
elsr-56128	73	15	vol	vol	NOUN
elsr-56128	73	16	.	.	PROPN
elsr-56128	74	1	6	6	NUM
elsr-56128	74	2	,	,	PUNCT
elsr-56128	74	3	no	no	INTJ
elsr-56128	74	4	.	.	NOUN
elsr-56128	74	5	2	2	NUM
elsr-56128	74	6	,	,	PUNCT
elsr-56128	74	7	2025	2025	NUM
elsr-56128	74	8	153	153	NUM
elsr-56128	74	9	published	publish	VERB
elsr-56128	74	10	by	by	ADP
elsr-56128	74	11	scholink	scholink	PROPN
elsr-56128	74	12	inc	inc	PROPN
elsr-56128	74	13	.	.	PUNCT
elsr-56128	75	1	their	their	PRON
elsr-56128	75	2	ability	ability	NOUN
elsr-56128	75	3	to	to	PART
elsr-56128	75	4	concisely	concisely	ADV
elsr-56128	75	5	display	display	VERB
elsr-56128	75	6	both	both	PRON
elsr-56128	75	7	the	the	DET
elsr-56128	75	8	differences	difference	NOUN
elsr-56128	75	9	and	and	CCONJ
elsr-56128	75	10	consistencies	consistency	NOUN
elsr-56128	75	11	between	between	ADP
elsr-56128	75	12	multidimensional	multidimensional	ADJ
elsr-56128	75	13	data	datum	NOUN
elsr-56128	75	14	,	,	PUNCT
elsr-56128	75	15	offering	offer	VERB
elsr-56128	75	16	users	user	NOUN
elsr-56128	75	17	a	a	DET
elsr-56128	75	18	clear	clear	ADJ
elsr-56128	75	19	overall	overall	ADJ
elsr-56128	75	20	view	view	NOUN
elsr-56128	75	21	.	.	PUNCT
elsr-56128	76	1	in	in	ADP
elsr-56128	76	2	addition	addition	NOUN
elsr-56128	76	3	to	to	ADP
elsr-56128	76	4	parallel	parallel	ADJ
elsr-56128	76	5	coordinate	coordinate	NOUN
elsr-56128	76	6	plots	plot	NOUN
elsr-56128	76	7	and	and	CCONJ
elsr-56128	76	8	radar	radar	NOUN
elsr-56128	76	9	charts	chart	NOUN
elsr-56128	76	10	,	,	PUNCT
elsr-56128	76	11	flat	flat	ADJ
elsr-56128	76	12	matrices	matrix	NOUN
elsr-56128	76	13	,	,	PUNCT
elsr-56128	76	14	bubble	bubble	NOUN
elsr-56128	76	15	charts	chart	NOUN
elsr-56128	76	16	,	,	PUNCT
elsr-56128	76	17	multidimensional	multidimensional	ADJ
elsr-56128	76	18	scatter	scatter	NOUN
elsr-56128	76	19	plots	plot	NOUN
elsr-56128	76	20	,	,	PUNCT
elsr-56128	76	21	and	and	CCONJ
elsr-56128	76	22	3d	3d	NUM
elsr-56128	76	23	charts	chart	NOUN
elsr-56128	76	24	are	be	AUX
elsr-56128	76	25	also	also	ADV
elsr-56128	76	26	common	common	ADJ
elsr-56128	76	27	methods	method	NOUN
elsr-56128	76	28	for	for	ADP
elsr-56128	76	29	visualizing	visualize	VERB
elsr-56128	76	30	multidimensional	multidimensional	ADJ
elsr-56128	76	31	data	datum	NOUN
elsr-56128	76	32	.	.	PUNCT
elsr-56128	77	1	flat	flat	ADJ
elsr-56128	77	2	matrices	matrix	NOUN
elsr-56128	77	3	display	display	VERB
elsr-56128	77	4	different	different	ADJ
elsr-56128	77	5	dimensions	dimension	NOUN
elsr-56128	77	6	of	of	ADP
elsr-56128	77	7	data	datum	NOUN
elsr-56128	77	8	in	in	ADP
elsr-56128	77	9	a	a	DET
elsr-56128	77	10	matrix	matrix	NOUN
elsr-56128	77	11	format	format	NOUN
elsr-56128	77	12	,	,	PUNCT
elsr-56128	77	13	with	with	SCONJ
elsr-56128	77	14	each	each	DET
elsr-56128	77	15	dimension	dimension	NOUN
elsr-56128	77	16	mapped	map	VERB
elsr-56128	77	17	to	to	ADP
elsr-56128	77	18	a	a	DET
elsr-56128	77	19	row	row	NOUN
elsr-56128	77	20	or	or	CCONJ
elsr-56128	77	21	column	column	NOUN
elsr-56128	77	22	in	in	ADP
elsr-56128	77	23	the	the	DET
elsr-56128	77	24	matrix	matrix	NOUN
elsr-56128	77	25	.	.	PUNCT
elsr-56128	78	1	visual	visual	ADJ
elsr-56128	78	2	encoding	encode	VERB
elsr-56128	78	3	such	such	ADJ
elsr-56128	78	4	as	as	ADP
elsr-56128	78	5	color	color	NOUN
elsr-56128	78	6	or	or	CCONJ
elsr-56128	78	7	size	size	NOUN
elsr-56128	78	8	is	be	AUX
elsr-56128	78	9	used	use	VERB
elsr-56128	78	10	to	to	PART
elsr-56128	78	11	reflect	reflect	VERB
elsr-56128	78	12	the	the	DET
elsr-56128	78	13	relationships	relationship	NOUN
elsr-56128	78	14	between	between	ADP
elsr-56128	78	15	data	datum	NOUN
elsr-56128	78	16	,	,	PUNCT
elsr-56128	78	17	helping	help	VERB
elsr-56128	78	18	users	user	NOUN
elsr-56128	78	19	quickly	quickly	ADV
elsr-56128	78	20	identify	identify	VERB
elsr-56128	78	21	data	datum	NOUN
elsr-56128	78	22	distribution	distribution	NOUN
elsr-56128	78	23	.	.	PUNCT
elsr-56128	79	1	bubble	bubble	NOUN
elsr-56128	79	2	charts	chart	NOUN
elsr-56128	79	3	represent	represent	VERB
elsr-56128	79	4	multiple	multiple	ADJ
elsr-56128	79	5	dimensions	dimension	NOUN
elsr-56128	79	6	of	of	ADP
elsr-56128	79	7	information	information	NOUN
elsr-56128	79	8	through	through	ADP
elsr-56128	79	9	bubble	bubble	NOUN
elsr-56128	79	10	size	size	NOUN
elsr-56128	79	11	,	,	PUNCT
elsr-56128	79	12	color	color	NOUN
elsr-56128	79	13	,	,	PUNCT
elsr-56128	79	14	and	and	CCONJ
elsr-56128	79	15	position	position	NOUN
elsr-56128	79	16	.	.	PUNCT
elsr-56128	80	1	this	this	DET
elsr-56128	80	2	method	method	NOUN
elsr-56128	80	3	not	not	PART
elsr-56128	80	4	only	only	ADV
elsr-56128	80	5	shows	show	VERB
elsr-56128	80	6	the	the	DET
elsr-56128	80	7	relative	relative	ADJ
elsr-56128	80	8	relationships	relationship	NOUN
elsr-56128	80	9	between	between	ADP
elsr-56128	80	10	data	datum	NOUN
elsr-56128	80	11	but	but	CCONJ
elsr-56128	80	12	also	also	ADV
elsr-56128	80	13	reveals	reveal	VERB
elsr-56128	80	14	data	datum	NOUN
elsr-56128	80	15	distribution	distribution	NOUN
elsr-56128	80	16	and	and	CCONJ
elsr-56128	80	17	trends	trend	NOUN
elsr-56128	80	18	.	.	PUNCT
elsr-56128	81	1	multidimensional	multidimensional	ADJ
elsr-56128	81	2	scatter	scatter	NOUN
elsr-56128	81	3	plots	plot	NOUN
elsr-56128	81	4	map	map	VERB
elsr-56128	81	5	multiple	multiple	ADJ
elsr-56128	81	6	dimensions	dimension	NOUN
elsr-56128	81	7	to	to	ADP
elsr-56128	81	8	the	the	DET
elsr-56128	81	9	positions	position	NOUN
elsr-56128	81	10	and	and	CCONJ
elsr-56128	81	11	colors	color	NOUN
elsr-56128	81	12	of	of	ADP
elsr-56128	81	13	data	datum	NOUN
elsr-56128	81	14	points	point	NOUN
elsr-56128	81	15	,	,	PUNCT
elsr-56128	81	16	highlighting	highlight	VERB
elsr-56128	81	17	relationships	relationship	NOUN
elsr-56128	81	18	between	between	ADP
elsr-56128	81	19	data	datum	NOUN
elsr-56128	81	20	points	point	NOUN
elsr-56128	81	21	and	and	CCONJ
elsr-56128	81	22	facilitating	facilitate	VERB
elsr-56128	81	23	the	the	DET
elsr-56128	81	24	analysis	analysis	NOUN
elsr-56128	81	25	of	of	ADP
elsr-56128	81	26	correlations	correlation	NOUN
elsr-56128	81	27	between	between	ADP
elsr-56128	81	28	dimensions	dimension	NOUN
elsr-56128	81	29	.	.	PUNCT
elsr-56128	82	1	3d	3d	PROPN
elsr-56128	82	2	charts	chart	NOUN
elsr-56128	82	3	,	,	PUNCT
elsr-56128	82	4	as	as	ADP
elsr-56128	82	5	tools	tool	NOUN
elsr-56128	82	6	for	for	ADP
elsr-56128	82	7	visualizing	visualize	VERB
elsr-56128	82	8	three	three	NUM
elsr-56128	82	9	-	-	PUNCT
elsr-56128	82	10	dimensional	dimensional	ADJ
elsr-56128	82	11	or	or	CCONJ
elsr-56128	82	12	higher	high	ADJ
elsr-56128	82	13	data	datum	NOUN
elsr-56128	82	14	,	,	PUNCT
elsr-56128	82	15	help	help	VERB
elsr-56128	82	16	users	user	NOUN
elsr-56128	82	17	identify	identify	VERB
elsr-56128	82	18	complex	complex	ADJ
elsr-56128	82	19	interactions	interaction	NOUN
elsr-56128	82	20	and	and	CCONJ
elsr-56128	82	21	spatial	spatial	ADJ
elsr-56128	82	22	distributions	distribution	NOUN
elsr-56128	82	23	of	of	ADP
elsr-56128	82	24	three	three	NUM
elsr-56128	82	25	-	-	PUNCT
elsr-56128	82	26	dimensional	dimensional	ADJ
elsr-56128	82	27	data	datum	NOUN
elsr-56128	82	28	by	by	ADP
elsr-56128	82	29	presenting	present	VERB
elsr-56128	82	30	graphs	graph	NOUN
elsr-56128	82	31	in	in	ADP
elsr-56128	82	32	three	three	NUM
elsr-56128	82	33	-	-	PUNCT
elsr-56128	82	34	dimensional	dimensional	ADJ
elsr-56128	82	35	space	space	NOUN
elsr-56128	82	36	.	.	PUNCT
elsr-56128	83	1	through	through	ADP
elsr-56128	83	2	these	these	DET
elsr-56128	83	3	diverse	diverse	ADJ
elsr-56128	83	4	visualization	visualization	NOUN
elsr-56128	83	5	methods	method	NOUN
elsr-56128	83	6	,	,	PUNCT
elsr-56128	83	7	designers	designer	NOUN
elsr-56128	83	8	can	can	AUX
elsr-56128	83	9	present	present	VERB
elsr-56128	83	10	rich	rich	ADJ
elsr-56128	83	11	,	,	PUNCT
elsr-56128	83	12	well	well	ADV
elsr-56128	83	13	-	-	PUNCT
elsr-56128	83	14	structured	structure	VERB
elsr-56128	83	15	data	datum	NOUN
elsr-56128	83	16	information	information	NOUN
elsr-56128	83	17	to	to	ADP
elsr-56128	83	18	users	user	NOUN
elsr-56128	83	19	,	,	PUNCT
elsr-56128	83	20	allowing	allow	VERB
elsr-56128	83	21	them	they	PRON
elsr-56128	83	22	to	to	PART
elsr-56128	83	23	analyze	analyze	VERB
elsr-56128	83	24	and	and	CCONJ
elsr-56128	83	25	understand	understand	VERB
elsr-56128	83	26	the	the	DET
elsr-56128	83	27	underlying	underlie	VERB
elsr-56128	83	28	patterns	pattern	NOUN
elsr-56128	83	29	and	and	CCONJ
elsr-56128	83	30	trends	trend	NOUN
elsr-56128	83	31	in	in	ADP
elsr-56128	83	32	multidimensional	multidimensional	ADJ
elsr-56128	83	33	data	datum	NOUN
elsr-56128	83	34	more	more	ADV
elsr-56128	83	35	comprehensively	comprehensively	ADV
elsr-56128	83	36	and	and	CCONJ
elsr-56128	83	37	accurately	accurately	ADV
elsr-56128	83	38	.	.	PUNCT
elsr-56128	84	1	4	4	X
elsr-56128	84	2	.	.	X
elsr-56128	84	3	principles	principle	NOUN
elsr-56128	84	4	of	of	ADP
elsr-56128	84	5	data	datum	NOUN
elsr-56128	84	6	visualization	visualization	NOUN
elsr-56128	84	7	design	design	NOUN
elsr-56128	84	8	in	in	ADP
elsr-56128	84	9	data	datum	NOUN
elsr-56128	84	10	visualization	visualization	NOUN
elsr-56128	84	11	design	design	NOUN
elsr-56128	84	12	,	,	PUNCT
elsr-56128	84	13	adhering	adhere	VERB
elsr-56128	84	14	to	to	ADP
elsr-56128	84	15	a	a	DET
elsr-56128	84	16	set	set	NOUN
elsr-56128	84	17	of	of	ADP
elsr-56128	84	18	fundamental	fundamental	ADJ
elsr-56128	84	19	principles	principle	NOUN
elsr-56128	84	20	is	be	AUX
elsr-56128	84	21	key	key	ADJ
elsr-56128	84	22	to	to	ADP
elsr-56128	84	23	ensuring	ensure	VERB
elsr-56128	84	24	that	that	SCONJ
elsr-56128	84	25	charts	chart	NOUN
elsr-56128	84	26	are	be	AUX
elsr-56128	84	27	not	not	PART
elsr-56128	84	28	only	only	ADV
elsr-56128	84	29	visually	visually	ADV
elsr-56128	84	30	appealing	appealing	ADJ
elsr-56128	84	31	but	but	CCONJ
elsr-56128	84	32	also	also	ADV
elsr-56128	84	33	effectively	effectively	ADV
elsr-56128	84	34	communicate	communicate	VERB
elsr-56128	84	35	information	information	NOUN
elsr-56128	84	36	.	.	PUNCT
elsr-56128	85	1	the	the	DET
elsr-56128	85	2	principles	principle	NOUN
elsr-56128	85	3	of	of	ADP
elsr-56128	85	4	simplicity	simplicity	NOUN
elsr-56128	85	5	,	,	PUNCT
elsr-56128	85	6	clarity	clarity	NOUN
elsr-56128	85	7	,	,	PUNCT
elsr-56128	85	8	consistency	consistency	NOUN
elsr-56128	85	9	,	,	PUNCT
elsr-56128	85	10	readability	readability	NOUN
elsr-56128	85	11	,	,	PUNCT
elsr-56128	85	12	interactivity	interactivity	NOUN
elsr-56128	85	13	,	,	PUNCT
elsr-56128	85	14	and	and	CCONJ
elsr-56128	85	15	aesthetics	aesthetic	NOUN
elsr-56128	85	16	work	work	VERB
elsr-56128	85	17	together	together	ADV
elsr-56128	85	18	to	to	PART
elsr-56128	85	19	form	form	VERB
elsr-56128	85	20	the	the	DET
elsr-56128	85	21	core	core	NOUN
elsr-56128	85	22	framework	framework	NOUN
elsr-56128	85	23	for	for	ADP
elsr-56128	85	24	data	data	NOUN
elsr-56128	85	25	visualization	visualization	NOUN
elsr-56128	85	26	design	design	NOUN
elsr-56128	85	27	.	.	PUNCT
elsr-56128	86	1	simplicity	simplicity	NOUN
elsr-56128	86	2	emphasizes	emphasize	VERB
elsr-56128	86	3	the	the	DET
elsr-56128	86	4	removal	removal	NOUN
elsr-56128	86	5	of	of	ADP
elsr-56128	86	6	redundant	redundant	ADJ
elsr-56128	86	7	elements	element	NOUN
elsr-56128	86	8	to	to	PART
elsr-56128	86	9	ensure	ensure	VERB
elsr-56128	86	10	that	that	SCONJ
elsr-56128	86	11	the	the	DET
elsr-56128	86	12	chart	chart	NOUN
elsr-56128	86	13	presents	present	VERB
elsr-56128	86	14	only	only	ADV
elsr-56128	86	15	the	the	DET
elsr-56128	86	16	most	most	ADV
elsr-56128	86	17	critical	critical	ADJ
elsr-56128	86	18	data	datum	NOUN
elsr-56128	86	19	,	,	PUNCT
elsr-56128	86	20	avoiding	avoid	VERB
elsr-56128	86	21	information	information	NOUN
elsr-56128	86	22	overload	overload	NOUN
elsr-56128	86	23	.	.	PUNCT
elsr-56128	87	1	consistency	consistency	NOUN
elsr-56128	87	2	enhances	enhance	VERB
elsr-56128	87	3	the	the	DET
elsr-56128	87	4	coherence	coherence	NOUN
elsr-56128	87	5	and	and	CCONJ
elsr-56128	87	6	contrast	contrast	NOUN
elsr-56128	87	7	of	of	ADP
elsr-56128	87	8	data	datum	NOUN
elsr-56128	87	9	interpretation	interpretation	NOUN
elsr-56128	87	10	by	by	ADP
elsr-56128	87	11	maintaining	maintain	VERB
elsr-56128	87	12	a	a	DET
elsr-56128	87	13	unified	unified	ADJ
elsr-56128	87	14	design	design	NOUN
elsr-56128	87	15	style	style	NOUN
elsr-56128	87	16	.	.	PUNCT
elsr-56128	88	1	meanwhile	meanwhile	ADV
elsr-56128	88	2	,	,	PUNCT
elsr-56128	88	3	readability	readability	NOUN
elsr-56128	88	4	and	and	CCONJ
elsr-56128	88	5	aesthetics	aesthetic	NOUN
elsr-56128	88	6	improve	improve	VERB
elsr-56128	88	7	the	the	DET
elsr-56128	88	8	clarity	clarity	NOUN
elsr-56128	88	9	and	and	CCONJ
elsr-56128	88	10	visual	visual	ADJ
elsr-56128	88	11	appeal	appeal	NOUN
elsr-56128	88	12	of	of	ADP
elsr-56128	88	13	the	the	DET
elsr-56128	88	14	chart	chart	NOUN
elsr-56128	88	15	through	through	ADP
elsr-56128	88	16	appropriate	appropriate	ADJ
elsr-56128	88	17	layout	layout	NOUN
elsr-56128	88	18	,	,	PUNCT
elsr-56128	88	19	color	color	NOUN
elsr-56128	88	20	coordination	coordination	NOUN
elsr-56128	88	21	,	,	PUNCT
elsr-56128	88	22	and	and	CCONJ
elsr-56128	88	23	visual	visual	ADJ
elsr-56128	88	24	balance	balance	NOUN
elsr-56128	88	25	.	.	PUNCT
elsr-56128	89	1	interactivity	interactivity	NOUN
elsr-56128	89	2	gives	give	VERB
elsr-56128	89	3	users	user	NOUN
elsr-56128	89	4	control	control	NOUN
elsr-56128	89	5	over	over	ADP
elsr-56128	89	6	the	the	DET
elsr-56128	89	7	data	data	NOUN
elsr-56128	89	8	exploration	exploration	NOUN
elsr-56128	89	9	process	process	NOUN
elsr-56128	89	10	,	,	PUNCT
elsr-56128	89	11	adding	add	VERB
elsr-56128	89	12	depth	depth	NOUN
elsr-56128	89	13	and	and	CCONJ
elsr-56128	89	14	functionality	functionality	NOUN
elsr-56128	89	15	to	to	ADP
elsr-56128	89	16	data	datum	NOUN
elsr-56128	89	17	visualization	visualization	NOUN
elsr-56128	89	18	.	.	PUNCT
elsr-56128	90	1	the	the	DET
elsr-56128	90	2	integration	integration	NOUN
elsr-56128	90	3	of	of	ADP
elsr-56128	90	4	these	these	DET
elsr-56128	90	5	design	design	NOUN
elsr-56128	90	6	principles	principle	NOUN
elsr-56128	90	7	optimizes	optimize	VERB
elsr-56128	90	8	the	the	DET
elsr-56128	90	9	user	user	NOUN
elsr-56128	90	10	experience	experience	NOUN
elsr-56128	90	11	and	and	CCONJ
elsr-56128	90	12	ensures	ensure	VERB
elsr-56128	90	13	the	the	DET
elsr-56128	90	14	precision	precision	NOUN
elsr-56128	90	15	and	and	CCONJ
elsr-56128	90	16	efficiency	efficiency	NOUN
elsr-56128	90	17	of	of	ADP
elsr-56128	90	18	data	datum	NOUN
elsr-56128	90	19	communication	communication	NOUN
elsr-56128	90	20	,	,	PUNCT
elsr-56128	90	21	making	make	VERB
elsr-56128	90	22	data	datum	NOUN
elsr-56128	90	23	visualization	visualization	NOUN
elsr-56128	90	24	not	not	PART
elsr-56128	90	25	only	only	ADV
elsr-56128	90	26	a	a	DET
elsr-56128	90	27	tool	tool	NOUN
elsr-56128	90	28	for	for	ADP
elsr-56128	90	29	display	display	NOUN
elsr-56128	90	30	but	but	CCONJ
elsr-56128	90	31	also	also	ADV
elsr-56128	90	32	an	an	DET
elsr-56128	90	33	important	important	ADJ
elsr-56128	90	34	support	support	NOUN
elsr-56128	90	35	platform	platform	NOUN
elsr-56128	90	36	for	for	ADP
elsr-56128	90	37	user	user	NOUN
elsr-56128	90	38	analysis	analysis	NOUN
elsr-56128	90	39	,	,	PUNCT
elsr-56128	90	40	understanding	understanding	NOUN
elsr-56128	90	41	,	,	PUNCT
elsr-56128	90	42	and	and	CCONJ
elsr-56128	90	43	decision	decision	NOUN
elsr-56128	90	44	-	-	PUNCT
elsr-56128	90	45	making	making	NOUN
elsr-56128	90	46	.	.	PUNCT
elsr-56128	91	1	4.1	4.1	NUM
elsr-56128	91	2	simplicity	simplicity	NOUN
elsr-56128	91	3	principle	principle	NOUN
elsr-56128	91	4	the	the	DET
elsr-56128	91	5	simplicity	simplicity	NOUN
elsr-56128	91	6	principle	principle	NOUN
elsr-56128	91	7	emphasizes	emphasize	VERB
elsr-56128	91	8	the	the	DET
elsr-56128	91	9	removal	removal	NOUN
elsr-56128	91	10	of	of	ADP
elsr-56128	91	11	unnecessary	unnecessary	ADJ
elsr-56128	91	12	decorations	decoration	NOUN
elsr-56128	91	13	and	and	CCONJ
elsr-56128	91	14	complex	complex	ADJ
elsr-56128	91	15	elements	element	NOUN
elsr-56128	91	16	to	to	PART
elsr-56128	91	17	ensure	ensure	VERB
elsr-56128	91	18	that	that	SCONJ
elsr-56128	91	19	the	the	DET
elsr-56128	91	20	chart	chart	NOUN
elsr-56128	91	21	highlights	highlight	VERB
elsr-56128	91	22	the	the	DET
elsr-56128	91	23	most	most	ADV
elsr-56128	91	24	critical	critical	ADJ
elsr-56128	91	25	data	datum	NOUN
elsr-56128	91	26	.	.	PUNCT
elsr-56128	92	1	by	by	ADP
elsr-56128	92	2	eliminating	eliminate	VERB
elsr-56128	92	3	redundant	redundant	ADJ
elsr-56128	92	4	information	information	NOUN
elsr-56128	92	5	,	,	PUNCT
elsr-56128	92	6	designers	designer	NOUN
elsr-56128	92	7	can	can	AUX
elsr-56128	92	8	effectively	effectively	ADV
elsr-56128	92	9	reduce	reduce	VERB
elsr-56128	92	10	visual	visual	ADJ
elsr-56128	92	11	clutter	clutter	NOUN
elsr-56128	92	12	,	,	PUNCT
elsr-56128	92	13	making	make	VERB
elsr-56128	92	14	the	the	DET
elsr-56128	92	15	chart	chart	NOUN
elsr-56128	92	16	more	more	ADV
elsr-56128	92	17	intuitive	intuitive	ADJ
elsr-56128	92	18	and	and	CCONJ
elsr-56128	92	19	easy	easy	ADJ
elsr-56128	92	20	to	to	PART
elsr-56128	92	21	read	read	VERB
elsr-56128	92	22	,	,	PUNCT
elsr-56128	92	23	thereby	thereby	ADV
elsr-56128	92	24	helping	help	VERB
elsr-56128	92	25	users	user	NOUN
elsr-56128	92	26	quickly	quickly	ADV
elsr-56128	92	27	capture	capture	VERB
elsr-56128	92	28	key	key	ADJ
elsr-56128	92	29	data	datum	NOUN
elsr-56128	92	30	and	and	CCONJ
elsr-56128	92	31	trends	trend	NOUN
elsr-56128	92	32	.	.	PUNCT
elsr-56128	93	1	in	in	ADP
elsr-56128	93	2	addition	addition	NOUN
elsr-56128	93	3	,	,	PUNCT
elsr-56128	93	4	the	the	DET
elsr-56128	93	5	clarity	clarity	NOUN
elsr-56128	93	6	principle	principle	NOUN
elsr-56128	93	7	requires	require	VERB
elsr-56128	93	8	designers	designer	NOUN
elsr-56128	93	9	to	to	PART
elsr-56128	93	10	ensure	ensure	VERB
elsr-56128	93	11	that	that	SCONJ
elsr-56128	93	12	elements	element	NOUN
elsr-56128	93	13	such	such	ADJ
elsr-56128	93	14	as	as	ADP
elsr-56128	93	15	titles	title	NOUN
elsr-56128	93	16	,	,	PUNCT
elsr-56128	93	17	labels	label	NOUN
elsr-56128	93	18	,	,	PUNCT
elsr-56128	93	19	and	and	CCONJ
elsr-56128	93	20	scales	scale	NOUN
elsr-56128	93	21	are	be	AUX
elsr-56128	93	22	sufficiently	sufficiently	ADV
elsr-56128	93	23	legible	legible	ADJ
elsr-56128	93	24	and	and	CCONJ
elsr-56128	93	25	distinguishable	distinguishable	ADJ
elsr-56128	93	26	so	so	SCONJ
elsr-56128	93	27	that	that	SCONJ
elsr-56128	93	28	users	user	NOUN
elsr-56128	93	29	can	can	AUX
elsr-56128	93	30	accurately	accurately	ADV
elsr-56128	93	31	interpret	interpret	VERB
elsr-56128	93	32	the	the	DET
elsr-56128	93	33	information	information	NOUN
elsr-56128	93	34	presented	present	VERB
elsr-56128	93	35	in	in	ADP
elsr-56128	93	36	the	the	DET
elsr-56128	93	37	chart	chart	NOUN
elsr-56128	93	38	.	.	PUNCT
elsr-56128	94	1	choosing	choose	VERB
elsr-56128	94	2	appropriate	appropriate	ADJ
elsr-56128	94	3	fonts	font	NOUN
elsr-56128	94	4	and	and	CCONJ
elsr-56128	94	5	color	color	NOUN
elsr-56128	94	6	www.scholink.org/ojs/index.php/elsr	www.scholink.org/ojs/index.php/elsr	PROPN
elsr-56128	94	7	education	education	NOUN
elsr-56128	94	8	,	,	PUNCT
elsr-56128	94	9	language	language	NOUN
elsr-56128	94	10	and	and	CCONJ
elsr-56128	94	11	sociology	sociology	NOUN
elsr-56128	94	12	research	research	NOUN
elsr-56128	94	13	vol	vol	NOUN
elsr-56128	94	14	.	.	PROPN
elsr-56128	95	1	6	6	NUM
elsr-56128	95	2	,	,	PUNCT
elsr-56128	95	3	no	no	INTJ
elsr-56128	95	4	.	.	NOUN
elsr-56128	95	5	2	2	NUM
elsr-56128	95	6	,	,	PUNCT
elsr-56128	95	7	2025	2025	NUM
elsr-56128	95	8	154	154	NUM
elsr-56128	95	9	published	publish	VERB
elsr-56128	95	10	by	by	ADP
elsr-56128	95	11	scholink	scholink	PROPN
elsr-56128	95	12	inc	inc	PROPN
elsr-56128	95	13	.	.	PROPN
elsr-56128	95	14	combinations	combination	NOUN
elsr-56128	95	15	is	be	AUX
elsr-56128	95	16	crucial	crucial	ADJ
elsr-56128	95	17	to	to	ADP
elsr-56128	95	18	achieving	achieve	VERB
elsr-56128	95	19	this	this	DET
elsr-56128	95	20	goal	goal	NOUN
elsr-56128	95	21	.	.	PUNCT
elsr-56128	96	1	a	a	DET
elsr-56128	96	2	clear	clear	ADJ
elsr-56128	96	3	,	,	PUNCT
elsr-56128	96	4	simple	simple	ADJ
elsr-56128	96	5	visual	visual	ADJ
elsr-56128	96	6	style	style	NOUN
elsr-56128	96	7	not	not	PART
elsr-56128	96	8	only	only	ADV
elsr-56128	96	9	prevents	prevent	VERB
elsr-56128	96	10	confusion	confusion	NOUN
elsr-56128	96	11	during	during	ADP
elsr-56128	96	12	interpretation	interpretation	NOUN
elsr-56128	96	13	but	but	CCONJ
elsr-56128	96	14	also	also	ADV
elsr-56128	96	15	enhances	enhance	VERB
elsr-56128	96	16	the	the	DET
elsr-56128	96	17	overall	overall	ADJ
elsr-56128	96	18	comprehensibility	comprehensibility	NOUN
elsr-56128	96	19	of	of	ADP
elsr-56128	96	20	the	the	DET
elsr-56128	96	21	chart	chart	NOUN
elsr-56128	96	22	,	,	PUNCT
elsr-56128	96	23	improving	improve	VERB
elsr-56128	96	24	the	the	DET
elsr-56128	96	25	effectiveness	effectiveness	NOUN
elsr-56128	96	26	of	of	ADP
elsr-56128	96	27	data	datum	NOUN
elsr-56128	96	28	communication	communication	NOUN
elsr-56128	96	29	.	.	PUNCT
elsr-56128	97	1	simplicity	simplicity	NOUN
elsr-56128	97	2	and	and	CCONJ
elsr-56128	97	3	clarity	clarity	NOUN
elsr-56128	97	4	complement	complement	VERB
elsr-56128	97	5	each	each	DET
elsr-56128	97	6	other	other	ADJ
elsr-56128	97	7	,	,	PUNCT
elsr-56128	97	8	working	work	VERB
elsr-56128	97	9	together	together	ADV
elsr-56128	97	10	to	to	PART
elsr-56128	97	11	optimize	optimize	VERB
elsr-56128	97	12	the	the	DET
elsr-56128	97	13	user	user	NOUN
elsr-56128	97	14	experience	experience	NOUN
elsr-56128	97	15	,	,	PUNCT
elsr-56128	97	16	ensuring	ensure	VERB
elsr-56128	97	17	that	that	SCONJ
elsr-56128	97	18	data	datum	NOUN
elsr-56128	97	19	visualization	visualization	NOUN
elsr-56128	97	20	is	be	AUX
elsr-56128	97	21	not	not	PART
elsr-56128	97	22	only	only	ADV
elsr-56128	97	23	visually	visually	ADV
elsr-56128	97	24	appealing	appealing	ADJ
elsr-56128	97	25	but	but	CCONJ
elsr-56128	97	26	also	also	ADV
elsr-56128	97	27	effectively	effectively	ADV
elsr-56128	97	28	conveys	convey	VERB
elsr-56128	97	29	information	information	NOUN
elsr-56128	97	30	.	.	PUNCT
elsr-56128	98	1	4.2	4.2	NUM
elsr-56128	98	2	consistency	consistency	NOUN
elsr-56128	98	3	principle	principle	NOUN
elsr-56128	98	4	the	the	DET
elsr-56128	98	5	consistency	consistency	NOUN
elsr-56128	98	6	principle	principle	NOUN
elsr-56128	98	7	requires	require	VERB
elsr-56128	98	8	that	that	SCONJ
elsr-56128	98	9	various	various	ADJ
elsr-56128	98	10	elements	element	NOUN
elsr-56128	98	11	of	of	ADP
elsr-56128	98	12	the	the	DET
elsr-56128	98	13	chart	chart	NOUN
elsr-56128	98	14	,	,	PUNCT
elsr-56128	98	15	such	such	ADJ
elsr-56128	98	16	as	as	ADP
elsr-56128	98	17	colors	color	NOUN
elsr-56128	98	18	,	,	PUNCT
elsr-56128	98	19	shapes	shape	NOUN
elsr-56128	98	20	,	,	PUNCT
elsr-56128	98	21	and	and	CCONJ
elsr-56128	98	22	sizes	size	NOUN
elsr-56128	98	23	,	,	PUNCT
elsr-56128	98	24	maintain	maintain	VERB
elsr-56128	98	25	a	a	DET
elsr-56128	98	26	unified	unified	ADJ
elsr-56128	98	27	design	design	NOUN
elsr-56128	98	28	style	style	NOUN
elsr-56128	98	29	.	.	PUNCT
elsr-56128	99	1	this	this	DET
elsr-56128	99	2	consistency	consistency	NOUN
elsr-56128	99	3	helps	help	VERB
elsr-56128	99	4	users	user	NOUN
elsr-56128	99	5	quickly	quickly	ADV
elsr-56128	99	6	identify	identify	VERB
elsr-56128	99	7	similar	similar	ADJ
elsr-56128	99	8	information	information	NOUN
elsr-56128	99	9	within	within	ADP
elsr-56128	99	10	the	the	DET
elsr-56128	99	11	chart	chart	NOUN
elsr-56128	99	12	and	and	CCONJ
elsr-56128	99	13	promotes	promote	VERB
elsr-56128	99	14	the	the	DET
elsr-56128	99	15	relationships	relationship	NOUN
elsr-56128	99	16	and	and	CCONJ
elsr-56128	99	17	contrasts	contrast	NOUN
elsr-56128	99	18	between	between	ADP
elsr-56128	99	19	data	datum	NOUN
elsr-56128	99	20	,	,	PUNCT
elsr-56128	99	21	making	make	VERB
elsr-56128	99	22	the	the	DET
elsr-56128	99	23	communication	communication	NOUN
elsr-56128	99	24	of	of	ADP
elsr-56128	99	25	chart	chart	NOUN
elsr-56128	99	26	content	content	NOUN
elsr-56128	99	27	clearer	clear	ADJ
elsr-56128	99	28	and	and	CCONJ
elsr-56128	99	29	more	more	ADV
elsr-56128	99	30	intuitive	intuitive	ADJ
elsr-56128	99	31	.	.	PUNCT
elsr-56128	100	1	additionally	additionally	ADV
elsr-56128	100	2	,	,	PUNCT
elsr-56128	100	3	the	the	DET
elsr-56128	100	4	overall	overall	ADJ
elsr-56128	100	5	style	style	NOUN
elsr-56128	100	6	and	and	CCONJ
elsr-56128	100	7	layout	layout	NOUN
elsr-56128	100	8	of	of	ADP
elsr-56128	100	9	the	the	DET
elsr-56128	100	10	chart	chart	NOUN
elsr-56128	100	11	should	should	AUX
elsr-56128	100	12	remain	remain	VERB
elsr-56128	100	13	consistent	consistent	ADJ
elsr-56128	100	14	to	to	PART
elsr-56128	100	15	ensure	ensure	VERB
elsr-56128	100	16	visual	visual	ADJ
elsr-56128	100	17	harmony	harmony	NOUN
elsr-56128	100	18	and	and	CCONJ
elsr-56128	100	19	unity	unity	NOUN
elsr-56128	100	20	.	.	PUNCT
elsr-56128	101	1	whether	whether	SCONJ
elsr-56128	101	2	in	in	ADP
elsr-56128	101	3	the	the	DET
elsr-56128	101	4	title	title	NOUN
elsr-56128	101	5	,	,	PUNCT
elsr-56128	101	6	labels	label	NOUN
elsr-56128	101	7	,	,	PUNCT
elsr-56128	101	8	or	or	CCONJ
elsr-56128	101	9	axes	axis	NOUN
elsr-56128	101	10	,	,	PUNCT
elsr-56128	101	11	designers	designer	NOUN
elsr-56128	101	12	should	should	AUX
elsr-56128	101	13	ensure	ensure	VERB
elsr-56128	101	14	that	that	SCONJ
elsr-56128	101	15	these	these	DET
elsr-56128	101	16	elements	element	NOUN
elsr-56128	101	17	are	be	AUX
elsr-56128	101	18	presented	present	VERB
elsr-56128	101	19	in	in	ADP
elsr-56128	101	20	a	a	DET
elsr-56128	101	21	consistent	consistent	ADJ
elsr-56128	101	22	manner	manner	NOUN
elsr-56128	101	23	throughout	throughout	ADP
elsr-56128	101	24	the	the	DET
elsr-56128	101	25	chart	chart	NOUN
elsr-56128	101	26	,	,	PUNCT
elsr-56128	101	27	reducing	reduce	VERB
elsr-56128	101	28	the	the	DET
elsr-56128	101	29	cognitive	cognitive	ADJ
elsr-56128	101	30	load	load	NOUN
elsr-56128	101	31	on	on	ADP
elsr-56128	101	32	users	user	NOUN
elsr-56128	101	33	when	when	SCONJ
elsr-56128	101	34	interpreting	interpret	VERB
elsr-56128	101	35	the	the	DET
elsr-56128	101	36	data	datum	NOUN
elsr-56128	101	37	.	.	PUNCT
elsr-56128	102	1	through	through	ADP
elsr-56128	102	2	this	this	DET
elsr-56128	102	3	design	design	NOUN
elsr-56128	102	4	approach	approach	NOUN
elsr-56128	102	5	,	,	PUNCT
elsr-56128	102	6	the	the	DET
elsr-56128	102	7	consistency	consistency	NOUN
elsr-56128	102	8	principle	principle	NOUN
elsr-56128	102	9	effectively	effectively	ADV
elsr-56128	102	10	enhances	enhance	VERB
elsr-56128	102	11	the	the	DET
elsr-56128	102	12	readability	readability	NOUN
elsr-56128	102	13	and	and	CCONJ
elsr-56128	102	14	understandability	understandability	NOUN
elsr-56128	102	15	of	of	ADP
elsr-56128	102	16	the	the	DET
elsr-56128	102	17	chart	chart	NOUN
elsr-56128	102	18	,	,	PUNCT
elsr-56128	102	19	allowing	allow	VERB
elsr-56128	102	20	complex	complex	ADJ
elsr-56128	102	21	data	datum	NOUN
elsr-56128	102	22	to	to	PART
elsr-56128	102	23	be	be	AUX
elsr-56128	102	24	presented	present	VERB
elsr-56128	102	25	to	to	ADP
elsr-56128	102	26	users	user	NOUN
elsr-56128	102	27	in	in	ADP
elsr-56128	102	28	a	a	DET
elsr-56128	102	29	more	more	ADV
elsr-56128	102	30	unified	unified	ADJ
elsr-56128	102	31	and	and	CCONJ
elsr-56128	102	32	clear	clear	ADJ
elsr-56128	102	33	manner	manner	NOUN
elsr-56128	102	34	.	.	PUNCT
elsr-56128	103	1	4.3	4.3	NUM
elsr-56128	103	2	readability	readability	NOUN
elsr-56128	103	3	principle	principle	VERB
elsr-56128	103	4	the	the	DET
elsr-56128	103	5	readability	readability	NOUN
elsr-56128	103	6	principle	principle	NOUN
elsr-56128	103	7	requires	require	VERB
elsr-56128	103	8	designers	designer	NOUN
elsr-56128	103	9	to	to	PART
elsr-56128	103	10	choose	choose	VERB
elsr-56128	103	11	appropriate	appropriate	ADJ
elsr-56128	103	12	chart	chart	NOUN
elsr-56128	103	13	types	type	NOUN
elsr-56128	103	14	and	and	CCONJ
elsr-56128	103	15	layouts	layout	NOUN
elsr-56128	103	16	that	that	PRON
elsr-56128	103	17	match	match	VERB
elsr-56128	103	18	the	the	DET
elsr-56128	103	19	characteristics	characteristic	NOUN
elsr-56128	103	20	of	of	ADP
elsr-56128	103	21	the	the	DET
elsr-56128	103	22	data	datum	NOUN
elsr-56128	103	23	to	to	PART
elsr-56128	103	24	ensure	ensure	VERB
elsr-56128	103	25	a	a	DET
elsr-56128	103	26	clear	clear	ADJ
elsr-56128	103	27	structure	structure	NOUN
elsr-56128	103	28	and	and	CCONJ
elsr-56128	103	29	easy	easy	ADJ
elsr-56128	103	30	-	-	PUNCT
elsr-56128	103	31	to	to	PART
elsr-56128	103	32	-	-	PUNCT
elsr-56128	103	33	understand	understand	VERB
elsr-56128	103	34	information	information	NOUN
elsr-56128	103	35	.	.	PUNCT
elsr-56128	104	1	to	to	PART
elsr-56128	104	2	avoid	avoid	VERB
elsr-56128	104	3	overly	overly	ADV
elsr-56128	104	4	complex	complex	ADJ
elsr-56128	104	5	or	or	CCONJ
elsr-56128	104	6	vague	vague	ADJ
elsr-56128	104	7	presentations	presentation	NOUN
elsr-56128	104	8	,	,	PUNCT
elsr-56128	104	9	designers	designer	NOUN
elsr-56128	104	10	should	should	AUX
elsr-56128	104	11	simplify	simplify	VERB
elsr-56128	104	12	visual	visual	ADJ
elsr-56128	104	13	elements	element	NOUN
elsr-56128	104	14	and	and	CCONJ
elsr-56128	104	15	optimize	optimize	VERB
elsr-56128	104	16	how	how	SCONJ
elsr-56128	104	17	data	datum	NOUN
elsr-56128	104	18	is	be	AUX
elsr-56128	104	19	presented	present	VERB
elsr-56128	104	20	,	,	PUNCT
elsr-56128	104	21	enabling	enable	VERB
elsr-56128	104	22	viewers	viewer	NOUN
elsr-56128	104	23	to	to	PART
elsr-56128	104	24	quickly	quickly	ADV
elsr-56128	104	25	obtain	obtain	VERB
elsr-56128	104	26	key	key	ADJ
elsr-56128	104	27	insights	insight	NOUN
elsr-56128	104	28	.	.	PUNCT
elsr-56128	105	1	additionally	additionally	ADV
elsr-56128	105	2	,	,	PUNCT
elsr-56128	105	3	the	the	DET
elsr-56128	105	4	size	size	NOUN
elsr-56128	105	5	and	and	CCONJ
elsr-56128	105	6	proportions	proportion	NOUN
elsr-56128	105	7	of	of	ADP
elsr-56128	105	8	the	the	DET
elsr-56128	105	9	chart	chart	NOUN
elsr-56128	105	10	need	need	VERB
elsr-56128	105	11	to	to	PART
elsr-56128	105	12	be	be	AUX
elsr-56128	105	13	appropriately	appropriately	ADV
elsr-56128	105	14	controlled	control	VERB
elsr-56128	105	15	to	to	PART
elsr-56128	105	16	ensure	ensure	VERB
elsr-56128	105	17	that	that	SCONJ
elsr-56128	105	18	the	the	DET
elsr-56128	105	19	chart	chart	NOUN
elsr-56128	105	20	remains	remain	VERB
elsr-56128	105	21	clear	clear	ADJ
elsr-56128	105	22	and	and	CCONJ
elsr-56128	105	23	readable	readable	ADJ
elsr-56128	105	24	across	across	ADP
elsr-56128	105	25	different	different	ADJ
elsr-56128	105	26	display	display	NOUN
elsr-56128	105	27	devices	device	NOUN
elsr-56128	105	28	and	and	CCONJ
elsr-56128	105	29	resolutions	resolution	NOUN
elsr-56128	105	30	.	.	PUNCT
elsr-56128	106	1	whether	whether	SCONJ
elsr-56128	106	2	viewed	view	VERB
elsr-56128	106	3	on	on	ADP
elsr-56128	106	4	desktop	desktop	NOUN
elsr-56128	106	5	computers	computer	NOUN
elsr-56128	106	6	or	or	CCONJ
elsr-56128	106	7	mobile	mobile	ADJ
elsr-56128	106	8	devices	device	NOUN
elsr-56128	106	9	,	,	PUNCT
elsr-56128	106	10	the	the	DET
elsr-56128	106	11	chart	chart	NOUN
elsr-56128	106	12	should	should	AUX
elsr-56128	106	13	adapt	adapt	VERB
elsr-56128	106	14	to	to	ADP
elsr-56128	106	15	varying	vary	VERB
elsr-56128	106	16	viewing	view	VERB
elsr-56128	106	17	conditions	condition	NOUN
elsr-56128	106	18	to	to	PART
elsr-56128	106	19	prevent	prevent	VERB
elsr-56128	106	20	issues	issue	NOUN
elsr-56128	106	21	such	such	ADJ
elsr-56128	106	22	as	as	ADP
elsr-56128	106	23	being	be	AUX
elsr-56128	106	24	too	too	ADV
elsr-56128	106	25	small	small	ADJ
elsr-56128	106	26	or	or	CCONJ
elsr-56128	106	27	proportionally	proportionally	ADV
elsr-56128	106	28	distorted	distort	VERB
elsr-56128	106	29	,	,	PUNCT
elsr-56128	106	30	which	which	PRON
elsr-56128	106	31	could	could	AUX
elsr-56128	106	32	affect	affect	VERB
elsr-56128	106	33	the	the	DET
elsr-56128	106	34	user	user	NOUN
elsr-56128	106	35	’s	’s	PART
elsr-56128	106	36	reading	reading	NOUN
elsr-56128	106	37	experience	experience	NOUN
elsr-56128	106	38	.	.	PUNCT
elsr-56128	107	1	by	by	ADP
elsr-56128	107	2	adhering	adhere	VERB
elsr-56128	107	3	to	to	ADP
elsr-56128	107	4	these	these	DET
elsr-56128	107	5	design	design	NOUN
elsr-56128	107	6	principles	principle	NOUN
elsr-56128	107	7	,	,	PUNCT
elsr-56128	107	8	the	the	DET
elsr-56128	107	9	readability	readability	NOUN
elsr-56128	107	10	of	of	ADP
elsr-56128	107	11	the	the	DET
elsr-56128	107	12	chart	chart	NOUN
elsr-56128	107	13	can	can	AUX
elsr-56128	107	14	be	be	AUX
elsr-56128	107	15	significantly	significantly	ADV
elsr-56128	107	16	improved	improve	VERB
elsr-56128	107	17	,	,	PUNCT
elsr-56128	107	18	ensuring	ensure	VERB
elsr-56128	107	19	that	that	SCONJ
elsr-56128	107	20	data	datum	NOUN
elsr-56128	107	21	is	be	AUX
elsr-56128	107	22	communicated	communicate	VERB
elsr-56128	107	23	accurately	accurately	ADV
elsr-56128	107	24	and	and	CCONJ
elsr-56128	107	25	efficiently	efficiently	ADV
elsr-56128	107	26	.	.	PUNCT
elsr-56128	108	1	4.4	4.4	NUM
elsr-56128	108	2	interactivity	interactivity	NOUN
elsr-56128	108	3	principle	principle	NOUN
elsr-56128	108	4	the	the	DET
elsr-56128	108	5	interactivity	interactivity	NOUN
elsr-56128	108	6	principle	principle	NOUN
elsr-56128	108	7	adds	add	VERB
elsr-56128	108	8	a	a	DET
elsr-56128	108	9	dynamic	dynamic	ADJ
elsr-56128	108	10	and	and	CCONJ
elsr-56128	108	11	exploratory	exploratory	ADJ
elsr-56128	108	12	dimension	dimension	NOUN
elsr-56128	108	13	to	to	ADP
elsr-56128	108	14	the	the	DET
elsr-56128	108	15	data	datum	NOUN
elsr-56128	108	16	analysis	analysis	NOUN
elsr-56128	108	17	process	process	NOUN
elsr-56128	108	18	in	in	ADP
elsr-56128	108	19	data	datum	NOUN
elsr-56128	108	20	visualization	visualization	NOUN
elsr-56128	108	21	design	design	NOUN
elsr-56128	108	22	.	.	PUNCT
elsr-56128	109	1	by	by	ADP
elsr-56128	109	2	providing	provide	VERB
elsr-56128	109	3	a	a	DET
elsr-56128	109	4	variety	variety	NOUN
elsr-56128	109	5	of	of	ADP
elsr-56128	109	6	interactive	interactive	ADJ
elsr-56128	109	7	features	feature	NOUN
elsr-56128	109	8	,	,	PUNCT
elsr-56128	109	9	designers	designer	NOUN
elsr-56128	109	10	enable	enable	VERB
elsr-56128	109	11	users	user	NOUN
elsr-56128	109	12	to	to	PART
elsr-56128	109	13	engage	engage	VERB
elsr-56128	109	14	actively	actively	ADV
elsr-56128	109	15	with	with	ADP
elsr-56128	109	16	charts	chart	NOUN
elsr-56128	109	17	,	,	PUNCT
elsr-56128	109	18	allowing	allow	VERB
elsr-56128	109	19	them	they	PRON
elsr-56128	109	20	to	to	PART
elsr-56128	109	21	explore	explore	VERB
elsr-56128	109	22	data	datum	NOUN
elsr-56128	109	23	more	more	ADV
elsr-56128	109	24	flexibly	flexibly	ADV
elsr-56128	109	25	and	and	CCONJ
elsr-56128	109	26	uncover	uncover	VERB
elsr-56128	109	27	potential	potential	ADJ
elsr-56128	109	28	patterns	pattern	NOUN
elsr-56128	109	29	and	and	CCONJ
elsr-56128	109	30	trends	trend	NOUN
elsr-56128	109	31	.	.	PUNCT
elsr-56128	110	1	interactivity	interactivity	NOUN
elsr-56128	110	2	goes	go	VERB
elsr-56128	110	3	beyond	beyond	ADP
elsr-56128	110	4	simple	simple	ADJ
elsr-56128	110	5	visual	visual	ADJ
elsr-56128	110	6	presentation	presentation	NOUN
elsr-56128	110	7	and	and	CCONJ
elsr-56128	110	8	transforms	transform	VERB
elsr-56128	110	9	into	into	ADP
elsr-56128	110	10	an	an	DET
elsr-56128	110	11	experience	experience	NOUN
elsr-56128	110	12	,	,	PUNCT
elsr-56128	110	13	where	where	SCONJ
elsr-56128	110	14	users	user	NOUN
elsr-56128	110	15	can	can	AUX
elsr-56128	110	16	adjust	adjust	VERB
elsr-56128	110	17	the	the	DET
elsr-56128	110	18	data	data	NOUN
elsr-56128	110	19	view	view	NOUN
elsr-56128	110	20	based	base	VERB
elsr-56128	110	21	on	on	ADP
elsr-56128	110	22	specific	specific	ADJ
elsr-56128	110	23	needs	need	NOUN
elsr-56128	110	24	through	through	ADP
elsr-56128	110	25	various	various	ADJ
elsr-56128	110	26	interactive	interactive	ADJ
elsr-56128	110	27	operations	operation	NOUN
elsr-56128	110	28	such	such	ADJ
elsr-56128	110	29	as	as	ADP
elsr-56128	110	30	clicking	click	VERB
elsr-56128	110	31	,	,	PUNCT
elsr-56128	110	32	hovering	hovering	NOUN
elsr-56128	110	33	,	,	PUNCT
elsr-56128	110	34	filtering	filtering	NOUN
elsr-56128	110	35	,	,	PUNCT
elsr-56128	110	36	and	and	CCONJ
elsr-56128	110	37	zooming	zooming	NOUN
elsr-56128	110	38	,	,	PUNCT
elsr-56128	110	39	thereby	thereby	ADV
elsr-56128	110	40	revealing	reveal	VERB
elsr-56128	110	41	more	more	ADJ
elsr-56128	110	42	layers	layer	NOUN
elsr-56128	110	43	of	of	ADP
elsr-56128	110	44	information	information	NOUN
elsr-56128	110	45	.	.	PUNCT
elsr-56128	111	1	this	this	DET
elsr-56128	111	2	interactive	interactive	ADJ
elsr-56128	111	3	design	design	NOUN
elsr-56128	111	4	not	not	PART
elsr-56128	111	5	only	only	ADV
elsr-56128	111	6	enhances	enhance	VERB
elsr-56128	111	7	the	the	DET
elsr-56128	111	8	user	user	NOUN
elsr-56128	111	9	’s	’s	PART
elsr-56128	111	10	sense	sense	NOUN
elsr-56128	111	11	of	of	ADP
elsr-56128	111	12	control	control	NOUN
elsr-56128	111	13	over	over	ADP
elsr-56128	111	14	the	the	DET
elsr-56128	111	15	data	datum	NOUN
elsr-56128	111	16	but	but	CCONJ
elsr-56128	111	17	also	also	ADV
elsr-56128	111	18	meets	meet	VERB
elsr-56128	111	19	the	the	DET
elsr-56128	111	20	diverse	diverse	ADJ
elsr-56128	111	21	needs	need	NOUN
elsr-56128	111	22	of	of	ADP
elsr-56128	111	23	users	user	NOUN
elsr-56128	111	24	regarding	regard	VERB
elsr-56128	111	25	the	the	DET
elsr-56128	111	26	depth	depth	NOUN
elsr-56128	111	27	and	and	CCONJ
elsr-56128	111	28	breadth	breadth	NOUN
elsr-56128	111	29	of	of	ADP
elsr-56128	111	30	data	datum	NOUN
elsr-56128	111	31	analysis	analysis	NOUN
elsr-56128	111	32	,	,	PUNCT
elsr-56128	111	33	thus	thus	ADV
elsr-56128	111	34	improving	improve	VERB
elsr-56128	111	35	the	the	DET
elsr-56128	111	36	functionality	functionality	NOUN
elsr-56128	111	37	and	and	CCONJ
elsr-56128	111	38	adaptability	adaptability	NOUN
elsr-56128	111	39	of	of	ADP
elsr-56128	111	40	the	the	DET
elsr-56128	111	41	data	data	NOUN
elsr-56128	111	42	visualization	visualization	NOUN
elsr-56128	111	43	.	.	PUNCT
elsr-56128	112	1	users	user	NOUN
elsr-56128	112	2	are	be	AUX
elsr-56128	112	3	no	no	ADV
elsr-56128	112	4	longer	long	ADV
elsr-56128	112	5	passive	passive	ADJ
elsr-56128	112	6	recipients	recipient	NOUN
elsr-56128	112	7	of	of	ADP
elsr-56128	112	8	data	datum	NOUN
elsr-56128	112	9	but	but	CCONJ
elsr-56128	112	10	active	active	ADJ
elsr-56128	112	11	participants	participant	NOUN
elsr-56128	112	12	in	in	ADP
elsr-56128	112	13	data	datum	NOUN
elsr-56128	112	14	exploration	exploration	NOUN
elsr-56128	112	15	and	and	CCONJ
elsr-56128	112	16	analysis	analysis	NOUN
elsr-56128	112	17	,	,	PUNCT
elsr-56128	112	18	greatly	greatly	ADV
elsr-56128	112	19	stimulating	stimulate	VERB
elsr-56128	112	20	interest	interest	NOUN
elsr-56128	112	21	in	in	ADP
elsr-56128	112	22	and	and	CCONJ
elsr-56128	112	23	the	the	DET
elsr-56128	112	24	depth	depth	NOUN
elsr-56128	112	25	of	of	ADP
elsr-56128	112	26	data	datum	NOUN
elsr-56128	112	27	discovery	discovery	NOUN
elsr-56128	112	28	.	.	PUNCT
elsr-56128	113	1	www.scholink.org/ojs/index.php/elsr	www.scholink.org/ojs/index.php/elsr	PROPN
elsr-56128	113	2	education	education	NOUN
elsr-56128	113	3	,	,	PUNCT
elsr-56128	113	4	language	language	NOUN
elsr-56128	113	5	and	and	CCONJ
elsr-56128	113	6	sociology	sociology	NOUN
elsr-56128	113	7	research	research	NOUN
elsr-56128	113	8	vol	vol	NOUN
elsr-56128	113	9	.	.	PROPN
elsr-56128	114	1	6	6	NUM
elsr-56128	114	2	,	,	PUNCT
elsr-56128	114	3	no	no	INTJ
elsr-56128	114	4	.	.	NOUN
elsr-56128	114	5	2	2	NUM
elsr-56128	114	6	,	,	PUNCT
elsr-56128	114	7	2025	2025	NUM
elsr-56128	114	8	155	155	NUM
elsr-56128	114	9	published	publish	VERB
elsr-56128	114	10	by	by	ADP
elsr-56128	114	11	scholink	scholink	PROPN
elsr-56128	114	12	inc	inc	PROPN
elsr-56128	114	13	.	.	PROPN
elsr-56128	114	14	effective	effective	ADJ
elsr-56128	114	15	interactive	interactive	ADJ
elsr-56128	114	16	design	design	NOUN
elsr-56128	114	17	requires	require	VERB
elsr-56128	114	18	the	the	DET
elsr-56128	114	19	creation	creation	NOUN
elsr-56128	114	20	of	of	ADP
elsr-56128	114	21	a	a	DET
elsr-56128	114	22	clear	clear	ADJ
elsr-56128	114	23	and	and	CCONJ
elsr-56128	114	24	intuitive	intuitive	ADJ
elsr-56128	114	25	interface	interface	NOUN
elsr-56128	114	26	that	that	PRON
elsr-56128	114	27	allows	allow	VERB
elsr-56128	114	28	users	user	NOUN
elsr-56128	114	29	to	to	PART
elsr-56128	114	30	perform	perform	VERB
elsr-56128	114	31	operations	operation	NOUN
elsr-56128	114	32	seamlessly	seamlessly	ADV
elsr-56128	114	33	,	,	PUNCT
elsr-56128	114	34	reducing	reduce	VERB
elsr-56128	114	35	the	the	DET
elsr-56128	114	36	cognitive	cognitive	ADJ
elsr-56128	114	37	burden	burden	NOUN
elsr-56128	114	38	caused	cause	VERB
elsr-56128	114	39	by	by	ADP
elsr-56128	114	40	interface	interface	NOUN
elsr-56128	114	41	complexity	complexity	NOUN
elsr-56128	114	42	.	.	PUNCT
elsr-56128	115	1	designers	designer	NOUN
elsr-56128	115	2	must	must	AUX
elsr-56128	115	3	ensure	ensure	VERB
elsr-56128	115	4	that	that	SCONJ
elsr-56128	115	5	interactive	interactive	ADJ
elsr-56128	115	6	controls	control	NOUN
elsr-56128	115	7	and	and	CCONJ
elsr-56128	115	8	features	feature	NOUN
elsr-56128	115	9	are	be	AUX
elsr-56128	115	10	user	user	NOUN
elsr-56128	115	11	-	-	PUNCT
elsr-56128	115	12	friendly	friendly	ADJ
elsr-56128	115	13	and	and	CCONJ
elsr-56128	115	14	that	that	SCONJ
elsr-56128	115	15	they	they	PRON
elsr-56128	115	16	follow	follow	VERB
elsr-56128	115	17	a	a	DET
elsr-56128	115	18	consistent	consistent	ADJ
elsr-56128	115	19	design	design	NOUN
elsr-56128	115	20	language	language	NOUN
elsr-56128	115	21	and	and	CCONJ
elsr-56128	115	22	logical	logical	ADJ
elsr-56128	115	23	structure	structure	NOUN
elsr-56128	115	24	so	so	SCONJ
elsr-56128	115	25	that	that	SCONJ
elsr-56128	115	26	users	user	NOUN
elsr-56128	115	27	,	,	PUNCT
elsr-56128	115	28	even	even	ADV
elsr-56128	115	29	when	when	SCONJ
elsr-56128	115	30	encountering	encounter	VERB
elsr-56128	115	31	the	the	DET
elsr-56128	115	32	interface	interface	NOUN
elsr-56128	115	33	for	for	ADP
elsr-56128	115	34	the	the	DET
elsr-56128	115	35	first	first	ADJ
elsr-56128	115	36	time	time	NOUN
elsr-56128	115	37	,	,	PUNCT
elsr-56128	115	38	can	can	AUX
elsr-56128	115	39	quickly	quickly	ADV
elsr-56128	115	40	understand	understand	VERB
elsr-56128	115	41	and	and	CCONJ
elsr-56128	115	42	navigate	navigate	VERB
elsr-56128	115	43	the	the	DET
elsr-56128	115	44	operations	operation	NOUN
elsr-56128	115	45	.	.	PUNCT
elsr-56128	116	1	an	an	DET
elsr-56128	116	2	intuitive	intuitive	ADJ
elsr-56128	116	3	interface	interface	NOUN
elsr-56128	116	4	should	should	AUX
elsr-56128	116	5	not	not	PART
elsr-56128	116	6	only	only	ADV
elsr-56128	116	7	facilitate	facilitate	VERB
elsr-56128	116	8	ease	ease	NOUN
elsr-56128	116	9	of	of	ADP
elsr-56128	116	10	use	use	NOUN
elsr-56128	116	11	but	but	CCONJ
elsr-56128	116	12	also	also	ADV
elsr-56128	116	13	include	include	VERB
elsr-56128	116	14	a	a	DET
elsr-56128	116	15	feedback	feedback	NOUN
elsr-56128	116	16	mechanism	mechanism	NOUN
elsr-56128	116	17	to	to	PART
elsr-56128	116	18	ensure	ensure	VERB
elsr-56128	116	19	that	that	SCONJ
elsr-56128	116	20	users	user	NOUN
elsr-56128	116	21	receive	receive	VERB
elsr-56128	116	22	immediate	immediate	ADJ
elsr-56128	116	23	and	and	CCONJ
elsr-56128	116	24	clear	clear	ADJ
elsr-56128	116	25	responses	response	NOUN
elsr-56128	116	26	to	to	ADP
elsr-56128	116	27	their	their	PRON
elsr-56128	116	28	actions	action	NOUN
elsr-56128	116	29	,	,	PUNCT
elsr-56128	116	30	further	far	ADV
elsr-56128	116	31	enhancing	enhance	VERB
elsr-56128	116	32	their	their	PRON
elsr-56128	116	33	sense	sense	NOUN
elsr-56128	116	34	of	of	ADP
elsr-56128	116	35	involvement	involvement	NOUN
elsr-56128	116	36	and	and	CCONJ
elsr-56128	116	37	achievement	achievement	NOUN
elsr-56128	116	38	in	in	ADP
elsr-56128	116	39	the	the	DET
elsr-56128	116	40	data	datum	NOUN
elsr-56128	116	41	analysis	analysis	NOUN
elsr-56128	116	42	process	process	NOUN
elsr-56128	116	43	.	.	PUNCT
elsr-56128	117	1	by	by	ADP
elsr-56128	117	2	implementing	implement	VERB
elsr-56128	117	3	such	such	ADJ
elsr-56128	117	4	designs	design	NOUN
elsr-56128	117	5	,	,	PUNCT
elsr-56128	117	6	the	the	DET
elsr-56128	117	7	interactivity	interactivity	NOUN
elsr-56128	117	8	principle	principle	NOUN
elsr-56128	117	9	can	can	AUX
elsr-56128	117	10	increase	increase	VERB
elsr-56128	117	11	user	user	NOUN
elsr-56128	117	12	engagement	engagement	NOUN
elsr-56128	117	13	and	and	CCONJ
elsr-56128	117	14	improve	improve	VERB
elsr-56128	117	15	users	user	NOUN
elsr-56128	117	16	’	’	PART
elsr-56128	117	17	understanding	understanding	NOUN
elsr-56128	117	18	and	and	CCONJ
elsr-56128	117	19	application	application	NOUN
elsr-56128	117	20	of	of	ADP
elsr-56128	117	21	data	datum	NOUN
elsr-56128	117	22	,	,	PUNCT
elsr-56128	117	23	ultimately	ultimately	ADV
elsr-56128	117	24	making	make	VERB
elsr-56128	117	25	data	datum	NOUN
elsr-56128	117	26	visualization	visualization	NOUN
elsr-56128	117	27	not	not	PART
elsr-56128	117	28	only	only	ADV
elsr-56128	117	29	a	a	DET
elsr-56128	117	30	tool	tool	NOUN
elsr-56128	117	31	for	for	ADP
elsr-56128	117	32	information	information	NOUN
elsr-56128	117	33	transmission	transmission	NOUN
elsr-56128	117	34	but	but	CCONJ
elsr-56128	117	35	also	also	ADV
elsr-56128	117	36	a	a	DET
elsr-56128	117	37	path	path	NOUN
elsr-56128	117	38	for	for	ADP
elsr-56128	117	39	deep	deep	ADJ
elsr-56128	117	40	insights	insight	NOUN
elsr-56128	117	41	and	and	CCONJ
elsr-56128	117	42	decision	decision	NOUN
elsr-56128	117	43	support	support	NOUN
elsr-56128	117	44	.	.	PUNCT
elsr-56128	118	1	4.5	4.5	NUM
elsr-56128	118	2	aesthetics	aesthetic	NOUN
elsr-56128	118	3	principle	principle	VERB
elsr-56128	118	4	the	the	DET
elsr-56128	118	5	aesthetics	aesthetic	NOUN
elsr-56128	118	6	principle	principle	NOUN
elsr-56128	118	7	in	in	ADP
elsr-56128	118	8	data	data	NOUN
elsr-56128	118	9	visualization	visualization	NOUN
elsr-56128	118	10	design	design	NOUN
elsr-56128	118	11	is	be	AUX
elsr-56128	118	12	not	not	PART
elsr-56128	118	13	only	only	ADV
elsr-56128	118	14	about	about	ADP
elsr-56128	118	15	visual	visual	ADJ
elsr-56128	118	16	appeal	appeal	NOUN
elsr-56128	118	17	but	but	CCONJ
elsr-56128	118	18	also	also	ADV
elsr-56128	118	19	a	a	DET
elsr-56128	118	20	key	key	ADJ
elsr-56128	118	21	factor	factor	NOUN
elsr-56128	118	22	in	in	ADP
elsr-56128	118	23	enhancing	enhance	VERB
elsr-56128	118	24	the	the	DET
elsr-56128	118	25	effectiveness	effectiveness	NOUN
elsr-56128	118	26	of	of	ADP
elsr-56128	118	27	data	datum	NOUN
elsr-56128	118	28	expression	expression	NOUN
elsr-56128	118	29	.	.	PUNCT
elsr-56128	119	1	well	well	ADV
elsr-56128	119	2	-	-	PUNCT
elsr-56128	119	3	designed	design	VERB
elsr-56128	119	4	charts	chart	NOUN
elsr-56128	119	5	can	can	AUX
elsr-56128	119	6	effectively	effectively	ADV
elsr-56128	119	7	capture	capture	VERB
elsr-56128	119	8	users	user	NOUN
elsr-56128	119	9	’	'	PUNCT
elsr-56128	119	10	attention	attention	NOUN
elsr-56128	119	11	,	,	PUNCT
elsr-56128	119	12	and	and	CCONJ
elsr-56128	119	13	through	through	ADP
elsr-56128	119	14	the	the	DET
elsr-56128	119	15	appropriate	appropriate	ADJ
elsr-56128	119	16	selection	selection	NOUN
elsr-56128	119	17	of	of	ADP
elsr-56128	119	18	visual	visual	ADJ
elsr-56128	119	19	elements	element	NOUN
elsr-56128	119	20	such	such	ADJ
elsr-56128	119	21	as	as	ADP
elsr-56128	119	22	color	color	NOUN
elsr-56128	119	23	,	,	PUNCT
elsr-56128	119	24	shape	shape	NOUN
elsr-56128	119	25	,	,	PUNCT
elsr-56128	119	26	and	and	CCONJ
elsr-56128	119	27	layout	layout	NOUN
elsr-56128	119	28	,	,	PUNCT
elsr-56128	119	29	the	the	DET
elsr-56128	119	30	aesthetic	aesthetic	ADJ
elsr-56128	119	31	quality	quality	NOUN
elsr-56128	119	32	of	of	ADP
elsr-56128	119	33	the	the	DET
elsr-56128	119	34	chart	chart	NOUN
elsr-56128	119	35	can	can	AUX
elsr-56128	119	36	be	be	AUX
elsr-56128	119	37	enhanced	enhance	VERB
elsr-56128	119	38	,	,	PUNCT
elsr-56128	119	39	thereby	thereby	ADV
elsr-56128	119	40	improving	improve	VERB
elsr-56128	119	41	users	user	NOUN
elsr-56128	119	42	’	’	PART
elsr-56128	119	43	experience	experience	NOUN
elsr-56128	119	44	and	and	CCONJ
elsr-56128	119	45	understanding	understanding	NOUN
elsr-56128	119	46	of	of	ADP
elsr-56128	119	47	the	the	DET
elsr-56128	119	48	data	datum	NOUN
elsr-56128	119	49	.	.	PUNCT
elsr-56128	120	1	in	in	ADP
elsr-56128	120	2	this	this	DET
elsr-56128	120	3	process	process	NOUN
elsr-56128	120	4	,	,	PUNCT
elsr-56128	120	5	color	color	NOUN
elsr-56128	120	6	combinations	combination	NOUN
elsr-56128	120	7	should	should	AUX
elsr-56128	120	8	not	not	PART
elsr-56128	120	9	only	only	ADV
elsr-56128	120	10	align	align	VERB
elsr-56128	120	11	with	with	ADP
elsr-56128	120	12	visual	visual	ADJ
elsr-56128	120	13	harmony	harmony	NOUN
elsr-56128	120	14	but	but	CCONJ
elsr-56128	120	15	also	also	ADV
elsr-56128	120	16	serve	serve	VERB
elsr-56128	120	17	clear	clear	ADJ
elsr-56128	120	18	functional	functional	ADJ
elsr-56128	120	19	purposes	purpose	NOUN
elsr-56128	120	20	,	,	PUNCT
elsr-56128	120	21	such	such	ADJ
elsr-56128	120	22	as	as	ADP
elsr-56128	120	23	distinguishing	distinguish	VERB
elsr-56128	120	24	data	datum	NOUN
elsr-56128	120	25	categories	category	NOUN
elsr-56128	120	26	or	or	CCONJ
elsr-56128	120	27	highlighting	highlight	VERB
elsr-56128	120	28	key	key	ADJ
elsr-56128	120	29	information	information	NOUN
elsr-56128	120	30	,	,	PUNCT
elsr-56128	120	31	while	while	SCONJ
elsr-56128	120	32	avoiding	avoid	VERB
elsr-56128	120	33	excessive	excessive	ADJ
elsr-56128	120	34	decoration	decoration	NOUN
elsr-56128	120	35	that	that	PRON
elsr-56128	120	36	could	could	AUX
elsr-56128	120	37	cause	cause	VERB
elsr-56128	120	38	visual	visual	ADJ
elsr-56128	120	39	fatigue	fatigue	NOUN
elsr-56128	120	40	.	.	PUNCT
elsr-56128	121	1	the	the	DET
elsr-56128	121	2	design	design	NOUN
elsr-56128	121	3	of	of	ADP
elsr-56128	121	4	shapes	shape	NOUN
elsr-56128	121	5	and	and	CCONJ
elsr-56128	121	6	layouts	layout	NOUN
elsr-56128	121	7	should	should	AUX
elsr-56128	121	8	focus	focus	VERB
elsr-56128	121	9	on	on	ADP
elsr-56128	121	10	balance	balance	NOUN
elsr-56128	121	11	and	and	CCONJ
elsr-56128	121	12	symmetry	symmetry	NOUN
elsr-56128	121	13	to	to	PART
elsr-56128	121	14	ensure	ensure	VERB
elsr-56128	121	15	visual	visual	ADJ
elsr-56128	121	16	harmony	harmony	NOUN
elsr-56128	121	17	in	in	ADP
elsr-56128	121	18	the	the	DET
elsr-56128	121	19	chart	chart	NOUN
elsr-56128	121	20	,	,	PUNCT
elsr-56128	121	21	avoiding	avoid	VERB
elsr-56128	121	22	the	the	DET
elsr-56128	121	23	excessive	excessive	ADJ
elsr-56128	121	24	clustering	clustering	NOUN
elsr-56128	121	25	or	or	CCONJ
elsr-56128	121	26	disorder	disorder	NOUN
elsr-56128	121	27	of	of	ADP
elsr-56128	121	28	elements	element	NOUN
elsr-56128	121	29	.	.	PUNCT
elsr-56128	122	1	this	this	DET
elsr-56128	122	2	approach	approach	NOUN
elsr-56128	122	3	helps	help	VERB
elsr-56128	122	4	users	user	NOUN
elsr-56128	122	5	quickly	quickly	ADV
elsr-56128	122	6	capture	capture	VERB
elsr-56128	122	7	the	the	DET
elsr-56128	122	8	important	important	ADJ
elsr-56128	122	9	information	information	NOUN
elsr-56128	122	10	within	within	ADP
elsr-56128	122	11	the	the	DET
elsr-56128	122	12	chart	chart	NOUN
elsr-56128	122	13	.	.	PUNCT
elsr-56128	123	1	although	although	SCONJ
elsr-56128	123	2	aesthetics	aesthetic	NOUN
elsr-56128	123	3	is	be	AUX
elsr-56128	123	4	a	a	DET
elsr-56128	123	5	subjective	subjective	ADJ
elsr-56128	123	6	sensory	sensory	ADJ
elsr-56128	123	7	experience	experience	NOUN
elsr-56128	123	8	,	,	PUNCT
elsr-56128	123	9	its	its	PRON
elsr-56128	123	10	impact	impact	NOUN
elsr-56128	123	11	on	on	ADP
elsr-56128	123	12	information	information	NOUN
elsr-56128	123	13	transmission	transmission	NOUN
elsr-56128	123	14	and	and	CCONJ
elsr-56128	123	15	user	user	NOUN
elsr-56128	123	16	understanding	understanding	NOUN
elsr-56128	123	17	is	be	AUX
elsr-56128	123	18	profound	profound	ADJ
elsr-56128	123	19	.	.	PUNCT
elsr-56128	124	1	by	by	ADP
elsr-56128	124	2	adhering	adhere	VERB
elsr-56128	124	3	to	to	ADP
elsr-56128	124	4	the	the	DET
elsr-56128	124	5	aesthetics	aesthetic	NOUN
elsr-56128	124	6	principle	principle	NOUN
elsr-56128	124	7	,	,	PUNCT
elsr-56128	124	8	designers	designer	NOUN
elsr-56128	124	9	can	can	AUX
elsr-56128	124	10	create	create	VERB
elsr-56128	124	11	visually	visually	ADV
elsr-56128	124	12	pleasing	pleasing	ADJ
elsr-56128	124	13	charts	chart	NOUN
elsr-56128	124	14	that	that	PRON
elsr-56128	124	15	not	not	PART
elsr-56128	124	16	only	only	ADV
elsr-56128	124	17	enhance	enhance	VERB
elsr-56128	124	18	the	the	DET
elsr-56128	124	19	clarity	clarity	NOUN
elsr-56128	124	20	and	and	CCONJ
elsr-56128	124	21	readability	readability	NOUN
elsr-56128	124	22	of	of	ADP
elsr-56128	124	23	the	the	DET
elsr-56128	124	24	chart	chart	NOUN
elsr-56128	124	25	but	but	CCONJ
elsr-56128	124	26	also	also	ADV
elsr-56128	124	27	stimulate	stimulate	VERB
elsr-56128	124	28	user	user	NOUN
elsr-56128	124	29	interest	interest	NOUN
elsr-56128	124	30	and	and	CCONJ
elsr-56128	124	31	participation	participation	NOUN
elsr-56128	124	32	.	.	PUNCT
elsr-56128	125	1	ultimately	ultimately	ADV
elsr-56128	125	2	,	,	PUNCT
elsr-56128	125	3	this	this	PRON
elsr-56128	125	4	results	result	VERB
elsr-56128	125	5	in	in	ADP
elsr-56128	125	6	a	a	DET
elsr-56128	125	7	perfect	perfect	ADJ
elsr-56128	125	8	integration	integration	NOUN
elsr-56128	125	9	of	of	ADP
elsr-56128	125	10	data	datum	NOUN
elsr-56128	125	11	and	and	CCONJ
elsr-56128	125	12	visual	visual	ADJ
elsr-56128	125	13	design	design	NOUN
elsr-56128	125	14	,	,	PUNCT
elsr-56128	125	15	enhancing	enhance	VERB
elsr-56128	125	16	both	both	DET
elsr-56128	125	17	the	the	DET
elsr-56128	125	18	transmission	transmission	NOUN
elsr-56128	125	19	of	of	ADP
elsr-56128	125	20	information	information	NOUN
elsr-56128	125	21	and	and	CCONJ
elsr-56128	125	22	the	the	DET
elsr-56128	125	23	user	user	NOUN
elsr-56128	125	24	’s	’s	PART
elsr-56128	125	25	engagement	engagement	NOUN
elsr-56128	125	26	with	with	ADP
elsr-56128	125	27	the	the	DET
elsr-56128	125	28	content	content	NOUN
elsr-56128	125	29	.	.	PUNCT
elsr-56128	126	1	5	5	X
elsr-56128	126	2	.	.	X
elsr-56128	126	3	future	future	ADJ
elsr-56128	126	4	development	development	NOUN
elsr-56128	126	5	trends	trend	NOUN
elsr-56128	126	6	of	of	ADP
elsr-56128	126	7	data	datum	NOUN
elsr-56128	126	8	visualization	visualization	NOUN
elsr-56128	126	9	design	design	NOUN
elsr-56128	126	10	with	with	ADP
elsr-56128	126	11	the	the	DET
elsr-56128	126	12	rapid	rapid	ADJ
elsr-56128	126	13	advancement	advancement	NOUN
elsr-56128	126	14	of	of	ADP
elsr-56128	126	15	technology	technology	NOUN
elsr-56128	126	16	,	,	PUNCT
elsr-56128	126	17	the	the	DET
elsr-56128	126	18	future	future	NOUN
elsr-56128	126	19	of	of	ADP
elsr-56128	126	20	data	datum	NOUN
elsr-56128	126	21	visualization	visualization	NOUN
elsr-56128	126	22	design	design	NOUN
elsr-56128	126	23	is	be	AUX
elsr-56128	126	24	set	set	VERB
elsr-56128	126	25	to	to	PART
elsr-56128	126	26	witness	witness	VERB
elsr-56128	126	27	a	a	DET
elsr-56128	126	28	series	series	NOUN
elsr-56128	126	29	of	of	ADP
elsr-56128	126	30	innovations	innovation	NOUN
elsr-56128	126	31	and	and	CCONJ
elsr-56128	126	32	transformations	transformation	NOUN
elsr-56128	126	33	.	.	PUNCT
elsr-56128	127	1	the	the	DET
elsr-56128	127	2	rise	rise	NOUN
elsr-56128	127	3	of	of	ADP
elsr-56128	127	4	augmented	augment	VERB
elsr-56128	127	5	reality	reality	NOUN
elsr-56128	127	6	(	(	PUNCT
elsr-56128	127	7	ar	ar	NOUN
elsr-56128	127	8	)	)	PUNCT
elsr-56128	127	9	and	and	CCONJ
elsr-56128	127	10	virtual	virtual	ADJ
elsr-56128	127	11	reality	reality	NOUN
elsr-56128	127	12	(	(	PUNCT
elsr-56128	127	13	vr	vr	NOUN
elsr-56128	127	14	)	)	PUNCT
elsr-56128	127	15	technologies	technology	NOUN
elsr-56128	127	16	indicates	indicate	VERB
elsr-56128	127	17	that	that	SCONJ
elsr-56128	127	18	the	the	DET
elsr-56128	127	19	presentation	presentation	NOUN
elsr-56128	127	20	of	of	ADP
elsr-56128	127	21	data	datum	NOUN
elsr-56128	127	22	visualization	visualization	NOUN
elsr-56128	127	23	will	will	AUX
elsr-56128	127	24	no	no	ADV
elsr-56128	127	25	longer	long	ADV
elsr-56128	127	26	be	be	AUX
elsr-56128	127	27	limited	limit	VERB
elsr-56128	127	28	to	to	ADP
elsr-56128	127	29	traditional	traditional	ADJ
elsr-56128	127	30	two	two	NUM
elsr-56128	127	31	-	-	PUNCT
elsr-56128	127	32	dimensional	dimensional	ADJ
elsr-56128	127	33	charts	chart	NOUN
elsr-56128	127	34	and	and	CCONJ
elsr-56128	127	35	graphs	graph	NOUN
elsr-56128	127	36	.	.	PUNCT
elsr-56128	128	1	with	with	ADP
elsr-56128	128	2	the	the	DET
elsr-56128	128	3	aid	aid	NOUN
elsr-56128	128	4	of	of	ADP
elsr-56128	128	5	ar	ar	PROPN
elsr-56128	128	6	/	/	SYM
elsr-56128	128	7	vr	vr	PROPN
elsr-56128	128	8	devices	device	NOUN
elsr-56128	128	9	,	,	PUNCT
elsr-56128	128	10	users	user	NOUN
elsr-56128	128	11	will	will	AUX
elsr-56128	128	12	be	be	AUX
elsr-56128	128	13	able	able	ADJ
elsr-56128	128	14	to	to	PART
elsr-56128	128	15	interact	interact	VERB
elsr-56128	128	16	with	with	ADP
elsr-56128	128	17	data	datum	NOUN
elsr-56128	128	18	in	in	ADP
elsr-56128	128	19	a	a	DET
elsr-56128	128	20	more	more	ADV
elsr-56128	128	21	intuitive	intuitive	ADJ
elsr-56128	128	22	and	and	CCONJ
elsr-56128	128	23	immersive	immersive	ADJ
elsr-56128	128	24	manner	manner	NOUN
elsr-56128	128	25	within	within	ADP
elsr-56128	128	26	virtual	virtual	ADJ
elsr-56128	128	27	environments	environment	NOUN
elsr-56128	128	28	,	,	PUNCT
elsr-56128	128	29	enhancing	enhance	VERB
elsr-56128	128	30	the	the	DET
elsr-56128	128	31	depth	depth	NOUN
elsr-56128	128	32	and	and	CCONJ
elsr-56128	128	33	experience	experience	NOUN
elsr-56128	128	34	of	of	ADP
elsr-56128	128	35	data	datum	NOUN
elsr-56128	128	36	analysis	analysis	NOUN
elsr-56128	128	37	.	.	PUNCT
elsr-56128	129	1	by	by	ADP
elsr-56128	129	2	dynamically	dynamically	ADV
elsr-56128	129	3	displaying	display	VERB
elsr-56128	129	4	data	datum	NOUN
elsr-56128	129	5	in	in	ADP
elsr-56128	129	6	three	three	NUM
elsr-56128	129	7	-	-	PUNCT
elsr-56128	129	8	dimensional	dimensional	ADJ
elsr-56128	129	9	spaces	space	NOUN
elsr-56128	129	10	,	,	PUNCT
elsr-56128	129	11	users	user	NOUN
elsr-56128	129	12	can	can	AUX
elsr-56128	129	13	explore	explore	VERB
elsr-56128	129	14	and	and	CCONJ
elsr-56128	129	15	manipulate	manipulate	VERB
elsr-56128	129	16	the	the	DET
elsr-56128	129	17	data	datum	NOUN
elsr-56128	129	18	in	in	ADP
elsr-56128	129	19	real	real	ADJ
elsr-56128	129	20	time	time	NOUN
elsr-56128	129	21	through	through	ADP
elsr-56128	129	22	gestures	gesture	NOUN
elsr-56128	129	23	,	,	PUNCT
elsr-56128	129	24	voice	voice	NOUN
elsr-56128	129	25	commands	command	NOUN
elsr-56128	129	26	,	,	PUNCT
elsr-56128	129	27	or	or	CCONJ
elsr-56128	129	28	other	other	ADJ
elsr-56128	129	29	forms	form	NOUN
elsr-56128	129	30	of	of	ADP
elsr-56128	129	31	interaction	interaction	NOUN
elsr-56128	129	32	,	,	PUNCT
elsr-56128	129	33	discovering	discover	VERB
elsr-56128	129	34	potential	potential	ADJ
elsr-56128	129	35	relationships	relationship	NOUN
elsr-56128	129	36	and	and	CCONJ
elsr-56128	129	37	trends	trend	NOUN
elsr-56128	129	38	.	.	PUNCT
elsr-56128	130	1	the	the	DET
elsr-56128	130	2	application	application	NOUN
elsr-56128	130	3	of	of	ADP
elsr-56128	130	4	these	these	DET
elsr-56128	130	5	technologies	technology	NOUN
elsr-56128	130	6	will	will	AUX
elsr-56128	130	7	not	not	PART
elsr-56128	130	8	only	only	ADV
elsr-56128	130	9	break	break	VERB
elsr-56128	130	10	through	through	ADP
elsr-56128	130	11	the	the	DET
elsr-56128	130	12	limitations	limitation	NOUN
elsr-56128	130	13	of	of	ADP
elsr-56128	130	14	traditional	traditional	ADJ
elsr-56128	130	15	data	datum	NOUN
elsr-56128	130	16	presentation	presentation	NOUN
elsr-56128	130	17	but	but	CCONJ
elsr-56128	130	18	also	also	ADV
elsr-56128	130	19	create	create	VERB
elsr-56128	130	20	entirely	entirely	ADV
elsr-56128	130	21	new	new	ADJ
elsr-56128	130	22	data	datum	NOUN
elsr-56128	130	23	www.scholink.org/ojs/index.php/elsr	www.scholink.org/ojs/index.php/elsr	PROPN
elsr-56128	130	24	education	education	NOUN
elsr-56128	130	25	,	,	PUNCT
elsr-56128	130	26	language	language	NOUN
elsr-56128	130	27	and	and	CCONJ
elsr-56128	130	28	sociology	sociology	NOUN
elsr-56128	130	29	research	research	NOUN
elsr-56128	130	30	vol	vol	NOUN
elsr-56128	130	31	.	.	PROPN
elsr-56128	131	1	6	6	NUM
elsr-56128	131	2	,	,	PUNCT
elsr-56128	131	3	no	no	INTJ
elsr-56128	131	4	.	.	NOUN
elsr-56128	131	5	2	2	NUM
elsr-56128	131	6	,	,	PUNCT
elsr-56128	131	7	2025	2025	NUM
elsr-56128	131	8	156	156	NUM
elsr-56128	131	9	published	publish	VERB
elsr-56128	131	10	by	by	ADP
elsr-56128	131	11	scholink	scholink	PROPN
elsr-56128	131	12	inc	inc	PROPN
elsr-56128	131	13	.	.	PROPN
elsr-56128	131	14	analysis	analysis	NOUN
elsr-56128	131	15	scenarios	scenario	NOUN
elsr-56128	131	16	,	,	PUNCT
elsr-56128	131	17	making	make	VERB
elsr-56128	131	18	complex	complex	ADJ
elsr-56128	131	19	datasets	dataset	NOUN
elsr-56128	131	20	easier	easy	ADJ
elsr-56128	131	21	to	to	PART
elsr-56128	131	22	understand	understand	VERB
elsr-56128	131	23	and	and	CCONJ
elsr-56128	131	24	work	work	VERB
elsr-56128	131	25	with	with	ADP
elsr-56128	131	26	.	.	PUNCT
elsr-56128	132	1	future	future	ADJ
elsr-56128	132	2	visualization	visualization	NOUN
elsr-56128	132	3	design	design	NOUN
elsr-56128	132	4	will	will	AUX
elsr-56128	132	5	no	no	ADV
elsr-56128	132	6	longer	long	ADV
elsr-56128	132	7	be	be	AUX
elsr-56128	132	8	a	a	DET
elsr-56128	132	9	one	one	NUM
elsr-56128	132	10	-	-	PUNCT
elsr-56128	132	11	way	way	NOUN
elsr-56128	132	12	information	information	NOUN
elsr-56128	132	13	output	output	NOUN
elsr-56128	132	14	but	but	CCONJ
elsr-56128	132	15	will	will	AUX
elsr-56128	132	16	evolve	evolve	VERB
elsr-56128	132	17	into	into	ADP
elsr-56128	132	18	an	an	DET
elsr-56128	132	19	interactive	interactive	ADJ
elsr-56128	132	20	and	and	CCONJ
elsr-56128	132	21	dynamic	dynamic	ADJ
elsr-56128	132	22	analytical	analytical	ADJ
elsr-56128	132	23	platform	platform	NOUN
elsr-56128	132	24	,	,	PUNCT
elsr-56128	132	25	enhancing	enhance	VERB
elsr-56128	132	26	user	user	NOUN
elsr-56128	132	27	engagement	engagement	NOUN
elsr-56128	132	28	and	and	CCONJ
elsr-56128	132	29	immersion	immersion	NOUN
elsr-56128	132	30	.	.	PUNCT
elsr-56128	133	1	at	at	ADP
elsr-56128	133	2	the	the	DET
elsr-56128	133	3	same	same	ADJ
elsr-56128	133	4	time	time	NOUN
elsr-56128	133	5	,	,	PUNCT
elsr-56128	133	6	artificial	artificial	ADJ
elsr-56128	133	7	intelligence	intelligence	NOUN
elsr-56128	133	8	(	(	PUNCT
elsr-56128	133	9	ai	ai	NOUN
elsr-56128	133	10	)	)	PUNCT
elsr-56128	133	11	and	and	CCONJ
elsr-56128	133	12	machine	machine	NOUN
elsr-56128	133	13	learning	learning	NOUN
elsr-56128	133	14	(	(	PUNCT
elsr-56128	133	15	ml	ml	NOUN
elsr-56128	133	16	)	)	PUNCT
elsr-56128	133	17	technologies	technology	NOUN
elsr-56128	133	18	will	will	AUX
elsr-56128	133	19	play	play	VERB
elsr-56128	133	20	an	an	DET
elsr-56128	133	21	increasingly	increasingly	ADV
elsr-56128	133	22	important	important	ADJ
elsr-56128	133	23	role	role	NOUN
elsr-56128	133	24	in	in	ADP
elsr-56128	133	25	the	the	DET
elsr-56128	133	26	field	field	NOUN
elsr-56128	133	27	of	of	ADP
elsr-56128	133	28	data	datum	NOUN
elsr-56128	133	29	visualization	visualization	NOUN
elsr-56128	133	30	.	.	PUNCT
elsr-56128	134	1	with	with	ADP
elsr-56128	134	2	the	the	DET
elsr-56128	134	3	support	support	NOUN
elsr-56128	134	4	of	of	ADP
elsr-56128	134	5	intelligent	intelligent	ADJ
elsr-56128	134	6	algorithms	algorithm	NOUN
elsr-56128	134	7	,	,	PUNCT
elsr-56128	134	8	data	datum	NOUN
elsr-56128	134	9	visualization	visualization	NOUN
elsr-56128	134	10	will	will	AUX
elsr-56128	134	11	not	not	PART
elsr-56128	134	12	only	only	ADV
elsr-56128	134	13	enable	enable	VERB
elsr-56128	134	14	automatic	automatic	ADJ
elsr-56128	134	15	recognition	recognition	NOUN
elsr-56128	134	16	of	of	ADP
elsr-56128	134	17	data	datum	NOUN
elsr-56128	134	18	patterns	pattern	NOUN
elsr-56128	134	19	but	but	CCONJ
elsr-56128	134	20	also	also	ADV
elsr-56128	134	21	provide	provide	VERB
elsr-56128	134	22	personalized	personalized	ADJ
elsr-56128	134	23	analysis	analysis	NOUN
elsr-56128	134	24	recommendations	recommendation	NOUN
elsr-56128	134	25	,	,	PUNCT
elsr-56128	134	26	helping	help	VERB
elsr-56128	134	27	users	user	NOUN
elsr-56128	134	28	quickly	quickly	ADV
elsr-56128	134	29	uncover	uncover	VERB
elsr-56128	134	30	trends	trend	NOUN
elsr-56128	134	31	and	and	CCONJ
elsr-56128	134	32	anomalies	anomaly	NOUN
elsr-56128	134	33	within	within	ADP
elsr-56128	134	34	the	the	DET
elsr-56128	134	35	data	datum	NOUN
elsr-56128	134	36	.	.	PUNCT
elsr-56128	135	1	for	for	ADP
elsr-56128	135	2	example	example	NOUN
elsr-56128	135	3	,	,	PUNCT
elsr-56128	135	4	ai	ai	VERB
elsr-56128	135	5	can	can	AUX
elsr-56128	135	6	automatically	automatically	ADV
elsr-56128	135	7	recommend	recommend	VERB
elsr-56128	135	8	the	the	DET
elsr-56128	135	9	most	most	ADV
elsr-56128	135	10	appropriate	appropriate	ADJ
elsr-56128	135	11	chart	chart	NOUN
elsr-56128	135	12	types	type	NOUN
elsr-56128	135	13	based	base	VERB
elsr-56128	135	14	on	on	ADP
elsr-56128	135	15	historical	historical	ADJ
elsr-56128	135	16	data	datum	NOUN
elsr-56128	135	17	and	and	CCONJ
elsr-56128	135	18	user	user	NOUN
elsr-56128	135	19	preferences	preference	NOUN
elsr-56128	135	20	,	,	PUNCT
elsr-56128	135	21	even	even	ADV
elsr-56128	135	22	generating	generate	VERB
elsr-56128	135	23	automated	automate	VERB
elsr-56128	135	24	reports	report	NOUN
elsr-56128	135	25	,	,	PUNCT
elsr-56128	135	26	greatly	greatly	ADV
elsr-56128	135	27	improving	improve	VERB
elsr-56128	135	28	the	the	DET
elsr-56128	135	29	efficiency	efficiency	NOUN
elsr-56128	135	30	and	and	CCONJ
elsr-56128	135	31	accuracy	accuracy	NOUN
elsr-56128	135	32	of	of	ADP
elsr-56128	135	33	data	datum	NOUN
elsr-56128	135	34	analysis	analysis	NOUN
elsr-56128	135	35	.	.	PUNCT
elsr-56128	136	1	additionally	additionally	ADV
elsr-56128	136	2	,	,	PUNCT
elsr-56128	136	3	by	by	ADP
elsr-56128	136	4	incorporating	incorporate	VERB
elsr-56128	136	5	natural	natural	ADJ
elsr-56128	136	6	language	language	NOUN
elsr-56128	136	7	processing	processing	NOUN
elsr-56128	136	8	(	(	PUNCT
elsr-56128	136	9	nlp	nlp	NOUN
elsr-56128	136	10	)	)	PUNCT
elsr-56128	136	11	technology	technology	NOUN
elsr-56128	136	12	,	,	PUNCT
elsr-56128	136	13	users	user	NOUN
elsr-56128	136	14	can	can	AUX
elsr-56128	136	15	generate	generate	VERB
elsr-56128	136	16	corresponding	corresponding	ADJ
elsr-56128	136	17	charts	chart	NOUN
elsr-56128	136	18	and	and	CCONJ
elsr-56128	136	19	analysis	analysis	NOUN
elsr-56128	136	20	reports	report	NOUN
elsr-56128	136	21	simply	simply	ADV
elsr-56128	136	22	by	by	ADP
elsr-56128	136	23	entering	enter	VERB
elsr-56128	136	24	natural	natural	ADJ
elsr-56128	136	25	language	language	NOUN
elsr-56128	136	26	commands	command	NOUN
elsr-56128	136	27	,	,	PUNCT
elsr-56128	136	28	lowering	lower	VERB
elsr-56128	136	29	the	the	DET
elsr-56128	136	30	threshold	threshold	NOUN
elsr-56128	136	31	for	for	ADP
elsr-56128	136	32	data	datum	NOUN
elsr-56128	136	33	analysis	analysis	NOUN
elsr-56128	136	34	and	and	CCONJ
elsr-56128	136	35	making	make	VERB
elsr-56128	136	36	it	it	PRON
elsr-56128	136	37	easier	easy	ADJ
elsr-56128	136	38	for	for	SCONJ
elsr-56128	136	39	non	non	ADJ
elsr-56128	136	40	-	-	ADJ
elsr-56128	136	41	expert	expert	ADJ
elsr-56128	136	42	users	user	NOUN
elsr-56128	136	43	to	to	PART
elsr-56128	136	44	perform	perform	VERB
elsr-56128	136	45	data	datum	NOUN
elsr-56128	136	46	analysis	analysis	NOUN
elsr-56128	136	47	.	.	PUNCT
elsr-56128	137	1	this	this	DET
elsr-56128	137	2	trend	trend	NOUN
elsr-56128	137	3	towards	towards	ADP
elsr-56128	137	4	automation	automation	NOUN
elsr-56128	137	5	and	and	CCONJ
elsr-56128	137	6	intelligence	intelligence	NOUN
elsr-56128	137	7	will	will	AUX
elsr-56128	137	8	make	make	VERB
elsr-56128	137	9	data	data	NOUN
elsr-56128	137	10	visualization	visualization	NOUN
elsr-56128	137	11	more	more	ADV
elsr-56128	137	12	aligned	align	VERB
elsr-56128	137	13	with	with	ADP
elsr-56128	137	14	user	user	NOUN
elsr-56128	137	15	needs	need	NOUN
elsr-56128	137	16	,	,	PUNCT
elsr-56128	137	17	offering	offer	VERB
elsr-56128	137	18	more	more	ADJ
elsr-56128	137	19	personalized	personalized	ADJ
elsr-56128	137	20	and	and	CCONJ
elsr-56128	137	21	flexible	flexible	ADJ
elsr-56128	137	22	services	service	NOUN
elsr-56128	137	23	.	.	PUNCT
elsr-56128	138	1	moreover	moreover	ADV
elsr-56128	138	2	,	,	PUNCT
elsr-56128	138	3	as	as	SCONJ
elsr-56128	138	4	concerns	concern	NOUN
elsr-56128	138	5	about	about	ADP
elsr-56128	138	6	data	datum	NOUN
elsr-56128	138	7	privacy	privacy	NOUN
elsr-56128	138	8	and	and	CCONJ
elsr-56128	138	9	security	security	NOUN
elsr-56128	138	10	continue	continue	VERB
elsr-56128	138	11	to	to	PART
elsr-56128	138	12	grow	grow	VERB
elsr-56128	138	13	,	,	PUNCT
elsr-56128	138	14	future	future	ADJ
elsr-56128	138	15	data	datum	NOUN
elsr-56128	138	16	visualization	visualization	NOUN
elsr-56128	138	17	design	design	NOUN
elsr-56128	138	18	will	will	AUX
elsr-56128	138	19	place	place	VERB
elsr-56128	138	20	greater	great	ADJ
elsr-56128	138	21	emphasis	emphasis	NOUN
elsr-56128	138	22	on	on	ADP
elsr-56128	138	23	data	datum	NOUN
elsr-56128	138	24	interpretability	interpretability	NOUN
elsr-56128	138	25	and	and	CCONJ
elsr-56128	138	26	transparency	transparency	NOUN
elsr-56128	138	27	.	.	PUNCT
elsr-56128	139	1	ensuring	ensure	VERB
elsr-56128	139	2	that	that	SCONJ
elsr-56128	139	3	users	user	NOUN
elsr-56128	139	4	not	not	PART
elsr-56128	139	5	only	only	ADV
elsr-56128	139	6	understand	understand	VERB
elsr-56128	139	7	the	the	DET
elsr-56128	139	8	meaning	meaning	NOUN
elsr-56128	139	9	of	of	ADP
elsr-56128	139	10	data	datum	NOUN
elsr-56128	139	11	but	but	CCONJ
elsr-56128	139	12	also	also	ADV
elsr-56128	139	13	have	have	VERB
elsr-56128	139	14	clear	clear	ADJ
elsr-56128	139	15	explanations	explanation	NOUN
elsr-56128	139	16	of	of	ADP
elsr-56128	139	17	data	datum	NOUN
elsr-56128	139	18	sources	source	NOUN
elsr-56128	139	19	,	,	PUNCT
elsr-56128	139	20	processing	processing	NOUN
elsr-56128	139	21	methods	method	NOUN
elsr-56128	139	22	,	,	PUNCT
elsr-56128	139	23	and	and	CCONJ
elsr-56128	139	24	analytical	analytical	ADJ
elsr-56128	139	25	results	result	NOUN
elsr-56128	139	26	will	will	AUX
elsr-56128	139	27	foster	foster	VERB
elsr-56128	139	28	greater	great	ADJ
elsr-56128	139	29	trust	trust	NOUN
elsr-56128	139	30	in	in	ADP
elsr-56128	139	31	the	the	DET
elsr-56128	139	32	data	datum	NOUN
elsr-56128	139	33	.	.	PUNCT
elsr-56128	140	1	in	in	ADP
elsr-56128	140	2	conclusion	conclusion	NOUN
elsr-56128	140	3	,	,	PUNCT
elsr-56128	140	4	the	the	DET
elsr-56128	140	5	future	future	NOUN
elsr-56128	140	6	of	of	ADP
elsr-56128	140	7	data	datum	NOUN
elsr-56128	140	8	visualization	visualization	NOUN
elsr-56128	140	9	will	will	AUX
elsr-56128	140	10	move	move	VERB
elsr-56128	140	11	towards	towards	ADP
elsr-56128	140	12	smarter	smart	ADJ
elsr-56128	140	13	,	,	PUNCT
elsr-56128	140	14	more	more	ADV
elsr-56128	140	15	customized	customized	ADJ
elsr-56128	140	16	,	,	PUNCT
elsr-56128	140	17	and	and	CCONJ
elsr-56128	140	18	interactive	interactive	ADJ
elsr-56128	140	19	approaches	approach	NOUN
elsr-56128	140	20	,	,	PUNCT
elsr-56128	140	21	becoming	become	VERB
elsr-56128	140	22	a	a	DET
elsr-56128	140	23	powerful	powerful	ADJ
elsr-56128	140	24	tool	tool	NOUN
elsr-56128	140	25	integrating	integrate	VERB
elsr-56128	140	26	advanced	advanced	ADJ
elsr-56128	140	27	technologies	technology	NOUN
elsr-56128	140	28	and	and	CCONJ
elsr-56128	140	29	user	user	NOUN
elsr-56128	140	30	needs	need	NOUN
elsr-56128	140	31	,	,	PUNCT
elsr-56128	140	32	offering	offer	VERB
elsr-56128	140	33	users	user	NOUN
elsr-56128	140	34	richer	rich	ADJ
elsr-56128	140	35	,	,	PUNCT
elsr-56128	140	36	more	more	ADV
elsr-56128	140	37	accurate	accurate	ADJ
elsr-56128	140	38	,	,	PUNCT
elsr-56128	140	39	and	and	CCONJ
elsr-56128	140	40	more	more	ADV
elsr-56128	140	41	convenient	convenient	ADJ
elsr-56128	140	42	data	datum	NOUN
elsr-56128	140	43	analysis	analysis	NOUN
elsr-56128	140	44	and	and	CCONJ
elsr-56128	140	45	decision	decision	NOUN
elsr-56128	140	46	-	-	PUNCT
elsr-56128	140	47	making	make	VERB
elsr-56128	140	48	support	support	NOUN
elsr-56128	140	49	.	.	PUNCT
elsr-56128	141	1	6	6	X
elsr-56128	141	2	.	.	X
elsr-56128	141	3	conclusion	conclusion	NOUN
elsr-56128	141	4	data	datum	NOUN
elsr-56128	141	5	visualization	visualization	NOUN
elsr-56128	141	6	design	design	NOUN
elsr-56128	141	7	is	be	AUX
elsr-56128	141	8	not	not	PART
elsr-56128	141	9	only	only	ADV
elsr-56128	141	10	the	the	DET
elsr-56128	141	11	combination	combination	NOUN
elsr-56128	141	12	of	of	ADP
elsr-56128	141	13	technology	technology	NOUN
elsr-56128	141	14	and	and	CCONJ
elsr-56128	141	15	art	art	NOUN
elsr-56128	141	16	but	but	CCONJ
elsr-56128	141	17	also	also	ADV
elsr-56128	141	18	an	an	DET
elsr-56128	141	19	essential	essential	ADJ
elsr-56128	141	20	tool	tool	NOUN
elsr-56128	141	21	in	in	ADP
elsr-56128	141	22	modern	modern	ADJ
elsr-56128	141	23	data	datum	NOUN
elsr-56128	141	24	analysis	analysis	NOUN
elsr-56128	141	25	and	and	CCONJ
elsr-56128	141	26	decision	decision	NOUN
elsr-56128	141	27	-	-	PUNCT
elsr-56128	141	28	making	make	VERB
elsr-56128	141	29	processes	process	NOUN
elsr-56128	141	30	.	.	PUNCT
elsr-56128	142	1	through	through	ADP
elsr-56128	142	2	scientifically	scientifically	ADV
elsr-56128	142	3	sound	sound	ADJ
elsr-56128	142	4	evaluation	evaluation	NOUN
elsr-56128	142	5	,	,	PUNCT
elsr-56128	142	6	graphic	graphic	ADJ
elsr-56128	142	7	design	design	NOUN
elsr-56128	142	8	,	,	PUNCT
elsr-56128	142	9	interactive	interactive	ADJ
elsr-56128	142	10	design	design	NOUN
elsr-56128	142	11	,	,	PUNCT
elsr-56128	142	12	and	and	CCONJ
elsr-56128	142	13	multi	multi	ADJ
elsr-56128	142	14	-	-	ADJ
elsr-56128	142	15	dimensional	dimensional	ADJ
elsr-56128	142	16	data	datum	NOUN
elsr-56128	142	17	presentation	presentation	NOUN
elsr-56128	142	18	,	,	PUNCT
elsr-56128	142	19	data	datum	NOUN
elsr-56128	142	20	visualization	visualization	NOUN
elsr-56128	142	21	not	not	PART
elsr-56128	142	22	only	only	ADV
elsr-56128	142	23	aids	aid	VERB
elsr-56128	142	24	users	user	NOUN
elsr-56128	142	25	in	in	ADP
elsr-56128	142	26	understanding	understand	VERB
elsr-56128	142	27	complex	complex	ADJ
elsr-56128	142	28	data	datum	NOUN
elsr-56128	142	29	and	and	CCONJ
elsr-56128	142	30	discovering	discover	VERB
elsr-56128	142	31	underlying	underlie	VERB
elsr-56128	142	32	patterns	pattern	NOUN
elsr-56128	142	33	but	but	CCONJ
elsr-56128	142	34	also	also	ADV
elsr-56128	142	35	facilitates	facilitate	VERB
elsr-56128	142	36	efficient	efficient	ADJ
elsr-56128	142	37	information	information	NOUN
elsr-56128	142	38	transmission	transmission	NOUN
elsr-56128	142	39	and	and	CCONJ
elsr-56128	142	40	decision	decision	NOUN
elsr-56128	142	41	-	-	PUNCT
elsr-56128	142	42	making	make	VERB
elsr-56128	142	43	support	support	NOUN
elsr-56128	142	44	.	.	PUNCT
elsr-56128	143	1	with	with	ADP
elsr-56128	143	2	the	the	DET
elsr-56128	143	3	development	development	NOUN
elsr-56128	143	4	of	of	ADP
elsr-56128	143	5	technology	technology	NOUN
elsr-56128	143	6	,	,	PUNCT
elsr-56128	143	7	especially	especially	ADV
elsr-56128	143	8	the	the	DET
elsr-56128	143	9	real	real	ADJ
elsr-56128	143	10	-	-	PUNCT
elsr-56128	143	11	world	world	NOUN
elsr-56128	143	12	applications	application	NOUN
elsr-56128	143	13	of	of	ADP
elsr-56128	143	14	augmented	augment	VERB
elsr-56128	143	15	and	and	CCONJ
elsr-56128	143	16	virtual	virtual	ADJ
elsr-56128	143	17	reality	reality	NOUN
elsr-56128	143	18	and	and	CCONJ
elsr-56128	143	19	artificial	artificial	ADJ
elsr-56128	143	20	intelligence	intelligence	NOUN
elsr-56128	143	21	,	,	PUNCT
elsr-56128	143	22	the	the	DET
elsr-56128	143	23	future	future	NOUN
elsr-56128	143	24	of	of	ADP
elsr-56128	143	25	data	datum	NOUN
elsr-56128	143	26	visualization	visualization	NOUN
elsr-56128	143	27	will	will	AUX
elsr-56128	143	28	exhibit	exhibit	VERB
elsr-56128	143	29	smarter	smart	ADJ
elsr-56128	143	30	,	,	PUNCT
elsr-56128	143	31	more	more	ADV
elsr-56128	143	32	dynamic	dynamic	ADJ
elsr-56128	143	33	,	,	PUNCT
elsr-56128	143	34	and	and	CCONJ
elsr-56128	143	35	personalized	personalized	ADJ
elsr-56128	143	36	trends	trend	NOUN
elsr-56128	143	37	.	.	PUNCT
elsr-56128	144	1	future	future	ADJ
elsr-56128	144	2	data	data	NOUN
elsr-56128	144	3	visualization	visualization	NOUN
elsr-56128	144	4	will	will	AUX
elsr-56128	144	5	break	break	VERB
elsr-56128	144	6	through	through	ADP
elsr-56128	144	7	the	the	DET
elsr-56128	144	8	confines	confine	NOUN
elsr-56128	144	9	of	of	ADP
elsr-56128	144	10	traditional	traditional	ADJ
elsr-56128	144	11	two	two	NUM
elsr-56128	144	12	-	-	PUNCT
elsr-56128	144	13	dimensional	dimensional	ADJ
elsr-56128	144	14	charts	chart	NOUN
elsr-56128	144	15	,	,	PUNCT
elsr-56128	144	16	offering	offer	VERB
elsr-56128	144	17	more	more	ADJ
elsr-56128	144	18	immersive	immersive	ADJ
elsr-56128	144	19	and	and	CCONJ
elsr-56128	144	20	interactive	interactive	ADJ
elsr-56128	144	21	user	user	NOUN
elsr-56128	144	22	experiences	experience	NOUN
elsr-56128	144	23	,	,	PUNCT
elsr-56128	144	24	while	while	SCONJ
elsr-56128	144	25	also	also	ADV
elsr-56128	144	26	integrating	integrate	VERB
elsr-56128	144	27	intelligent	intelligent	ADJ
elsr-56128	144	28	algorithms	algorithm	NOUN
elsr-56128	144	29	and	and	CCONJ
elsr-56128	144	30	natural	natural	ADJ
elsr-56128	144	31	language	language	NOUN
elsr-56128	144	32	processing	processing	NOUN
elsr-56128	144	33	,	,	PUNCT
elsr-56128	144	34	making	make	VERB
elsr-56128	144	35	data	datum	NOUN
elsr-56128	144	36	analysis	analysis	NOUN
elsr-56128	144	37	more	more	ADV
elsr-56128	144	38	precise	precise	ADJ
elsr-56128	144	39	and	and	CCONJ
elsr-56128	144	40	accessible	accessible	ADJ
elsr-56128	144	41	and	and	CCONJ
elsr-56128	144	42	opening	open	VERB
elsr-56128	144	43	the	the	DET
elsr-56128	144	44	door	door	NOUN
elsr-56128	144	45	to	to	ADP
elsr-56128	144	46	data	datum	NOUN
elsr-56128	144	47	exploration	exploration	NOUN
elsr-56128	144	48	for	for	ADP
elsr-56128	144	49	nonprofessional	nonprofessional	ADJ
elsr-56128	144	50	users	user	NOUN
elsr-56128	144	51	.	.	PUNCT
elsr-56128	145	1	as	as	SCONJ
elsr-56128	145	2	these	these	DET
elsr-56128	145	3	new	new	ADJ
elsr-56128	145	4	technologies	technology	NOUN
elsr-56128	145	5	continue	continue	VERB
elsr-56128	145	6	to	to	PART
elsr-56128	145	7	evolve	evolve	VERB
elsr-56128	145	8	,	,	PUNCT
elsr-56128	145	9	data	datum	NOUN
elsr-56128	145	10	visualization	visualization	NOUN
elsr-56128	145	11	will	will	AUX
elsr-56128	145	12	gradually	gradually	ADV
elsr-56128	145	13	become	become	VERB
elsr-56128	145	14	a	a	DET
elsr-56128	145	15	multifunctional	multifunctional	ADJ
elsr-56128	145	16	platform	platform	NOUN
elsr-56128	145	17	for	for	ADP
elsr-56128	145	18	information	information	NOUN
elsr-56128	145	19	transmission	transmission	NOUN
elsr-56128	145	20	,	,	PUNCT
elsr-56128	145	21	decision	decision	NOUN
elsr-56128	145	22	support	support	NOUN
elsr-56128	145	23	,	,	PUNCT
elsr-56128	145	24	and	and	CCONJ
elsr-56128	145	25	interdisciplinary	interdisciplinary	ADJ
elsr-56128	145	26	communication	communication	NOUN
elsr-56128	145	27	,	,	PUNCT
elsr-56128	145	28	driving	drive	VERB
elsr-56128	145	29	deep	deep	ADJ
elsr-56128	145	30	insights	insight	NOUN
elsr-56128	145	31	and	and	CCONJ
elsr-56128	145	32	decision	decision	NOUN
elsr-56128	145	33	-	-	PUNCT
elsr-56128	145	34	making	making	NOUN
elsr-56128	145	35	across	across	ADP
elsr-56128	145	36	various	various	ADJ
elsr-56128	145	37	fields	field	NOUN
elsr-56128	145	38	.	.	PUNCT
elsr-56128	146	1	www.scholink.org/ojs/index.php/elsr	www.scholink.org/ojs/index.php/elsr	PROPN
elsr-56128	146	2	education	education	NOUN
elsr-56128	146	3	,	,	PUNCT
elsr-56128	146	4	language	language	NOUN
elsr-56128	146	5	and	and	CCONJ
elsr-56128	146	6	sociology	sociology	NOUN
elsr-56128	146	7	research	research	NOUN
elsr-56128	146	8	vol	vol	NOUN
elsr-56128	146	9	.	.	PROPN
elsr-56128	147	1	6	6	NUM
elsr-56128	147	2	,	,	PUNCT
elsr-56128	147	3	no	no	INTJ
elsr-56128	147	4	.	.	NOUN
elsr-56128	147	5	2	2	NUM
elsr-56128	147	6	,	,	PUNCT
elsr-56128	147	7	2025	2025	NUM
elsr-56128	147	8	157	157	NUM
elsr-56128	147	9	published	publish	VERB
elsr-56128	147	10	by	by	ADP
elsr-56128	147	11	scholink	scholink	PROPN
elsr-56128	147	12	inc	inc	PROPN
elsr-56128	147	13	.	.	PROPN
elsr-56128	147	14	acknowledgments	acknowledgment	NOUN
elsr-56128	147	15	this	this	DET
elsr-56128	147	16	research	research	NOUN
elsr-56128	147	17	was	be	AUX
elsr-56128	147	18	funded	fund	VERB
elsr-56128	147	19	by	by	ADP
elsr-56128	147	20	the	the	DET
elsr-56128	147	21	2024	2024	NUM
elsr-56128	147	22	horizontal	horizontal	ADJ
elsr-56128	147	23	project	project	NOUN
elsr-56128	147	24	matching	matching	NOUN
elsr-56128	147	25	funds	fund	NOUN
elsr-56128	147	26	of	of	ADP
elsr-56128	147	27	qingdao	qingdao	PROPN
elsr-56128	147	28	huanghai	huanghai	PROPN
elsr-56128	147	29	university	university	PROPN
elsr-56128	147	30	(	(	PUNCT
elsr-56128	147	31	kyh2024112	kyh2024112	PROPN
elsr-56128	147	32	)	)	PUNCT
elsr-56128	147	33	.	.	PUNCT
elsr-56128	148	1	references	reference	NOUN
elsr-56128	148	2	zhao	zhao	PROPN
elsr-56128	148	3	,	,	PUNCT
elsr-56128	148	4	n.	n.	PROPN
elsr-56128	148	5	y.	y.	PROPN
elsr-56128	148	6	,	,	PUNCT
elsr-56128	148	7	&	&	CCONJ
elsr-56128	148	8	chen	chen	PROPN
elsr-56128	148	9	,	,	PUNCT
elsr-56128	148	10	h.	h.	PROPN
elsr-56128	148	11	(	(	PUNCT
elsr-56128	148	12	2016	2016	NUM
elsr-56128	148	13	)	)	PUNCT
elsr-56128	148	14	.	.	PUNCT
elsr-56128	149	1	a	a	DET
elsr-56128	149	2	study	study	NOUN
elsr-56128	149	3	on	on	ADP
elsr-56128	149	4	the	the	DET
elsr-56128	149	5	morphological	morphological	ADJ
elsr-56128	149	6	elements	element	NOUN
elsr-56128	149	7	and	and	CCONJ
elsr-56128	149	8	compositional	compositional	ADJ
elsr-56128	149	9	forms	form	NOUN
elsr-56128	149	10	in	in	ADP
elsr-56128	149	11	information	information	NOUN
elsr-56128	149	12	visualization	visualization	NOUN
elsr-56128	149	13	design	design	NOUN
elsr-56128	149	14	under	under	ADP
elsr-56128	149	15	the	the	DET
elsr-56128	149	16	context	context	NOUN
elsr-56128	149	17	of	of	ADP
elsr-56128	149	18	media	medium	NOUN
elsr-56128	149	19	convergence	convergence	NOUN
elsr-56128	149	20	.	.	PUNCT
elsr-56128	150	1	beauty	beauty	NOUN
elsr-56128	150	2	and	and	CCONJ
elsr-56128	150	3	era	era	NOUN
elsr-56128	150	4	,	,	PUNCT
elsr-56128	150	5	11	11	NUM
elsr-56128	150	6	,	,	PUNCT
elsr-56128	150	7	2225	2225	NUM
elsr-56128	150	8	.	.	PUNCT
elsr-56128	151	1	chen	chen	PROPN
elsr-56128	151	2	,	,	PUNCT
elsr-56128	151	3	y.	y.	PROPN
elsr-56128	151	4	n.	n.	PROPN
elsr-56128	151	5	,	,	PUNCT
elsr-56128	151	6	hu	hu	PROPN
elsr-56128	151	7	,	,	PUNCT
elsr-56128	151	8	s.	s.	PROPN
elsr-56128	151	9	f.	f.	PROPN
elsr-56128	151	10	,	,	PUNCT
elsr-56128	151	11	&	&	CCONJ
elsr-56128	151	12	kang	kang	PROPN
elsr-56128	151	13	,	,	PUNCT
elsr-56128	151	14	k.	k.	PROPN
elsr-56128	151	15	(	(	PUNCT
elsr-56128	151	16	2024	2024	NUM
elsr-56128	151	17	)	)	PUNCT
elsr-56128	151	18	.	.	PUNCT
elsr-56128	152	1	design	design	NOUN
elsr-56128	152	2	and	and	CCONJ
elsr-56128	152	3	implementation	implementation	NOUN
elsr-56128	152	4	of	of	ADP
elsr-56128	152	5	data	datum	NOUN
elsr-56128	152	6	interaction	interaction	NOUN
elsr-56128	152	7	between	between	ADP
elsr-56128	152	8	components	component	NOUN
elsr-56128	152	9	on	on	ADP
elsr-56128	152	10	a	a	DET
elsr-56128	152	11	visualization	visualization	NOUN
elsr-56128	152	12	platform	platform	NOUN
elsr-56128	152	13	.	.	PUNCT
elsr-56128	153	1	telecommunication	telecommunication	NOUN
elsr-56128	153	2	enterprise	enterprise	NOUN
elsr-56128	153	3	management	management	NOUN
elsr-56128	153	4	,	,	PUNCT
elsr-56128	153	5	9	9	NUM
elsr-56128	153	6	,	,	PUNCT
elsr-56128	153	7	78	78	NUM
elsr-56128	153	8	-	-	SYM
elsr-56128	153	9	80	80	NUM
elsr-56128	153	10	.	.	PUNCT
elsr-56128	154	1	wang	wang	PROPN
elsr-56128	154	2	,	,	PUNCT
elsr-56128	154	3	x.	x.	PROPN
elsr-56128	154	4	x.	x.	PROPN
elsr-56128	154	5	(	(	PUNCT
elsr-56128	154	6	2019	2019	NUM
elsr-56128	154	7	)	)	PUNCT
elsr-56128	154	8	.	.	PUNCT
elsr-56128	155	1	data	datum	NOUN
elsr-56128	155	2	visualization	visualization	NOUN
elsr-56128	155	3	design	design	NOUN
elsr-56128	155	4	in	in	ADP
elsr-56128	155	5	virtual	virtual	ADJ
elsr-56128	155	6	reality	reality	NOUN
elsr-56128	155	7	environments	environment	NOUN
elsr-56128	155	8	.	.	PUNCT
elsr-56128	156	1	design	design	NOUN
elsr-56128	156	2	,	,	PUNCT
elsr-56128	156	3	32(24	32(24	NUM
elsr-56128	156	4	)	)	PUNCT
elsr-56128	156	5	,	,	PUNCT
elsr-56128	156	6	115	115	NUM
elsr-56128	156	7	-	-	SYM
elsr-56128	156	8	117	117	NUM
elsr-56128	156	9	.	.	PUNCT
elsr-56128	157	1	zeng	zeng	PROPN
elsr-56128	157	2	,	,	PUNCT
elsr-56128	157	3	y.	y.	PROPN
elsr-56128	157	4	x.	x.	PROPN
elsr-56128	157	5	,	,	PUNCT
elsr-56128	157	6	&	&	CCONJ
elsr-56128	157	7	zhang	zhang	PROPN
elsr-56128	157	8	,	,	PUNCT
elsr-56128	157	9	y.	y.	PROPN
elsr-56128	157	10	(	(	PUNCT
elsr-56128	157	11	2023	2023	NUM
elsr-56128	157	12	)	)	PUNCT
elsr-56128	157	13	.	.	PUNCT
elsr-56128	158	1	design	design	NOUN
elsr-56128	158	2	research	research	NOUN
elsr-56128	158	3	on	on	ADP
elsr-56128	158	4	dynamic	dynamic	ADJ
elsr-56128	158	5	graphics	graphic	NOUN
elsr-56128	158	6	in	in	ADP
elsr-56128	158	7	information	information	NOUN
elsr-56128	158	8	visualization	visualization	NOUN
elsr-56128	158	9	based	base	VERB
elsr-56128	158	10	on	on	ADP
elsr-56128	158	11	new	new	ADJ
elsr-56128	158	12	media	medium	NOUN
elsr-56128	158	13	technology	technology	NOUN
elsr-56128	158	14	.	.	PUNCT
elsr-56128	159	1	tian	tian	ADJ
elsr-56128	159	2	gong	gong	PROPN
elsr-56128	159	3	,	,	PUNCT
elsr-56128	159	4	26	26	NUM
elsr-56128	159	5	,	,	PUNCT
elsr-56128	159	6	28	28	NUM
elsr-56128	159	7	-	-	SYM
elsr-56128	159	8	30	30	NUM
elsr-56128	159	9	.	.	PUNCT
elsr-56128	160	1	xi	xi	PROPN
elsr-56128	160	2	,	,	PUNCT
elsr-56128	160	3	t.	t.	PROPN
elsr-56128	160	4	,	,	PUNCT
elsr-56128	160	5	zhou	zhou	PROPN
elsr-56128	160	6	,	,	PUNCT
elsr-56128	160	7	z.	z.	PROPN
elsr-56128	160	8	w.	w.	PROPN
elsr-56128	160	9	,	,	PUNCT
elsr-56128	160	10	&	&	CCONJ
elsr-56128	160	11	yu	yu	PROPN
elsr-56128	160	12	,	,	PUNCT
elsr-56128	160	13	f.	f.	PROPN
elsr-56128	160	14	s.	s.	PROPN
elsr-56128	160	15	(	(	PUNCT
elsr-56128	160	16	2021	2021	NUM
elsr-56128	160	17	)	)	PUNCT
elsr-56128	160	18	.	.	PUNCT
elsr-56128	161	1	a	a	DET
elsr-56128	161	2	discussion	discussion	NOUN
elsr-56128	161	3	on	on	ADP
elsr-56128	161	4	design	design	NOUN
elsr-56128	161	5	science	science	NOUN
elsr-56128	161	6	research	research	NOUN
elsr-56128	161	7	methods	method	NOUN
elsr-56128	161	8	.	.	PUNCT
elsr-56128	162	1	packaging	packaging	NOUN
elsr-56128	162	2	engineering	engineering	NOUN
elsr-56128	162	3	,	,	PUNCT
elsr-56128	162	4	42(8	42(8	NUM
elsr-56128	162	5	)	)	PUNCT
elsr-56128	162	6	,	,	PUNCT
elsr-56128	162	7	63	63	NUM
elsr-56128	162	8	-	-	SYM
elsr-56128	162	9	78	78	NUM
elsr-56128	162	10	.	.	PUNCT
elsr-56128	163	1	chen	chen	PROPN
elsr-56128	163	2	,	,	PUNCT
elsr-56128	163	3	g.	g.	PROPN
elsr-56128	163	4	q.	q.	PROPN
elsr-56128	163	5	(	(	PUNCT
elsr-56128	163	6	2024	2024	NUM
elsr-56128	163	7	)	)	PUNCT
elsr-56128	163	8	.	.	PUNCT
elsr-56128	164	1	research	research	NOUN
elsr-56128	164	2	and	and	CCONJ
elsr-56128	164	3	analysis	analysis	NOUN
elsr-56128	164	4	of	of	ADP
elsr-56128	164	5	data	datum	NOUN
elsr-56128	164	6	visualization	visualization	NOUN
elsr-56128	164	7	design	design	NOUN
elsr-56128	164	8	.	.	PUNCT
elsr-56128	165	1	electronic	electronic	ADJ
elsr-56128	165	2	components	component	NOUN
elsr-56128	165	3	and	and	CCONJ
elsr-56128	165	4	information	information	NOUN
elsr-56128	165	5	technology	technology	NOUN
elsr-56128	165	6	,	,	PUNCT
elsr-56128	165	7	8(9	8(9	NUM
elsr-56128	165	8	)	)	PUNCT
elsr-56128	165	9	,	,	PUNCT
elsr-56128	165	10	151	151	NUM
elsr-56128	165	11	-	-	SYM
elsr-56128	165	12	153	153	NUM
elsr-56128	165	13	+	+	NOUN
elsr-56128	165	14	157	157	NUM
elsr-56128	165	15	.	.	PUNCT
elsr-56128	166	1	https://doi.org/10.1145/3675249.3675277	https://doi.org/10.1145/3675249.3675277	PROPN
elsr-56128	166	2	post	post	PROPN
elsr-56128	166	3	,	,	PUNCT
elsr-56128	166	4	f.	f.	PROPN
elsr-56128	166	5	h.	h.	PROPN
elsr-56128	166	6	,	,	PUNCT
elsr-56128	166	7	nielson	nielson	PROPN
elsr-56128	166	8	,	,	PUNCT
elsr-56128	166	9	g.	g.	PROPN
elsr-56128	166	10	,	,	PUNCT
elsr-56128	166	11	&	&	CCONJ
elsr-56128	166	12	bonneau	bonneau	PROPN
elsr-56128	166	13	,	,	PUNCT
elsr-56128	166	14	g.	g.	PROPN
elsr-56128	166	15	p.	p.	PROPN
elsr-56128	166	16	(	(	PUNCT
elsr-56128	166	17	eds	ed	NOUN
elsr-56128	166	18	.	.	PUNCT
elsr-56128	166	19	)	)	PUNCT
elsr-56128	166	20	.	.	PUNCT
elsr-56128	167	1	(	(	PUNCT
elsr-56128	167	2	2002	2002	NUM
elsr-56128	167	3	)	)	PUNCT
elsr-56128	167	4	.	.	PUNCT
elsr-56128	168	1	data	datum	NOUN
elsr-56128	168	2	visualization	visualization	NOUN
elsr-56128	168	3	:	:	PUNCT
elsr-56128	168	4	the	the	DET
elsr-56128	168	5	state	state	NOUN
elsr-56128	168	6	of	of	ADP
elsr-56128	168	7	the	the	DET
elsr-56128	168	8	art	art	NOUN
elsr-56128	168	9	.	.	PUNCT
elsr-56128	169	1	https://doi.org/10.1007/978-1-4615-1177-9	https://doi.org/10.1007/978-1-4615-1177-9	PROPN
elsr-56128	169	2	midway	midway	PROPN
elsr-56128	169	3	,	,	PUNCT
elsr-56128	169	4	s.	s.	PROPN
elsr-56128	169	5	r.	r.	PROPN
elsr-56128	169	6	(	(	PUNCT
elsr-56128	169	7	2020	2020	NUM
elsr-56128	169	8	)	)	PUNCT
elsr-56128	169	9	.	.	PUNCT
elsr-56128	170	1	principles	principle	NOUN
elsr-56128	170	2	of	of	ADP
elsr-56128	170	3	effective	effective	ADJ
elsr-56128	170	4	data	datum	NOUN
elsr-56128	170	5	visualization	visualization	NOUN
elsr-56128	170	6	.	.	PUNCT
elsr-56128	171	1	patterns	pattern	NOUN
elsr-56128	171	2	,	,	PUNCT
elsr-56128	171	3	1(9	1(9	NUM
elsr-56128	171	4	)	)	PUNCT
elsr-56128	171	5	.	.	PUNCT
elsr-56128	172	1	https://doi.org/10.1016/j.patter.2020.100141	https://doi.org/10.1016/j.patter.2020.100141	PROPN
elsr-56128	172	2	dimara	dimara	PROPN
elsr-56128	172	3	,	,	PUNCT
elsr-56128	172	4	e.	e.	PROPN
elsr-56128	172	5	,	,	PUNCT
elsr-56128	172	6	&	&	CCONJ
elsr-56128	172	7	perin	perin	PROPN
elsr-56128	172	8	,	,	PUNCT
elsr-56128	172	9	c.	c.	NOUN
elsr-56128	172	10	(	(	PUNCT
elsr-56128	172	11	2019	2019	NUM
elsr-56128	172	12	)	)	PUNCT
elsr-56128	172	13	.	.	PUNCT
elsr-56128	173	1	what	what	PRON
elsr-56128	173	2	is	be	AUX
elsr-56128	173	3	interaction	interaction	NOUN
elsr-56128	173	4	for	for	ADP
elsr-56128	173	5	data	data	NOUN
elsr-56128	173	6	visualization	visualization	NOUN
elsr-56128	173	7	?	?	PUNCT
elsr-56128	174	1	ieee	ieee	NOUN
elsr-56128	174	2	transactions	transaction	NOUN
elsr-56128	174	3	on	on	ADP
elsr-56128	174	4	visualization	visualization	NOUN
elsr-56128	174	5	and	and	CCONJ
elsr-56128	174	6	computer	computer	NOUN
elsr-56128	174	7	graphics	graphic	NOUN
elsr-56128	174	8	,	,	PUNCT
elsr-56128	174	9	26(1	26(1	NUM
elsr-56128	174	10	)	)	PUNCT
elsr-56128	174	11	,	,	PUNCT
elsr-56128	174	12	119	119	NUM
elsr-56128	174	13	-	-	SYM
elsr-56128	174	14	129	129	NUM
elsr-56128	174	15	.	.	PUNCT
elsr-56128	175	1	https://doi.org/10.1109/tvcg.2019.2934283	https://doi.org/10.1109/tvcg.2019.2934283	PROPN
elsr-56128	175	2	sabahath	sabahath	NOUN
elsr-56128	175	3	,	,	PUNCT
elsr-56128	175	4	a.	a.	NOUN
elsr-56128	175	5	,	,	PUNCT
elsr-56128	175	6	begum	begum	PROPN
elsr-56128	175	7	,	,	PUNCT
elsr-56128	175	8	a.	a.	PROPN
elsr-56128	175	9	,	,	PUNCT
elsr-56128	175	10	&	&	CCONJ
elsr-56128	175	11	aisha	aisha	PROPN
elsr-56128	175	12	,	,	PUNCT
elsr-56128	175	13	m.	m.	NOUN
elsr-56128	175	14	(	(	PUNCT
elsr-56128	175	15	2025	2025	NUM
elsr-56128	175	16	)	)	PUNCT
elsr-56128	175	17	.	.	PUNCT
elsr-56128	176	1	understanding	understand	VERB
elsr-56128	176	2	the	the	DET
elsr-56128	176	3	role	role	NOUN
elsr-56128	176	4	of	of	ADP
elsr-56128	176	5	data	datum	NOUN
elsr-56128	176	6	visualization	visualization	NOUN
elsr-56128	176	7	in	in	ADP
elsr-56128	176	8	modern	modern	ADJ
elsr-56128	176	9	business	business	NOUN
elsr-56128	176	10	applications	application	NOUN
elsr-56128	176	11	.	.	PUNCT
elsr-56128	177	1	in	in	ADP
elsr-56128	177	2	data	data	NOUN
elsr-56128	177	3	visualization	visualization	NOUN
elsr-56128	177	4	tools	tool	NOUN
elsr-56128	177	5	for	for	ADP
elsr-56128	177	6	business	business	NOUN
elsr-56128	177	7	applications	application	NOUN
elsr-56128	177	8	(	(	PUNCT
elsr-56128	177	9	pp	pp	ADJ
elsr-56128	177	10	.	.	PUNCT
elsr-56128	178	1	29	29	NUM
elsr-56128	178	2	-	-	SYM
elsr-56128	178	3	44	44	NUM
elsr-56128	178	4	)	)	PUNCT
elsr-56128	178	5	.	.	PUNCT
elsr-56128	179	1	igi	igi	PROPN
elsr-56128	179	2	global	global	PROPN
elsr-56128	179	3	.	.	PUNCT
elsr-56128	180	1	https://doi.org/10.4018/979-8-3693-6537-3.ch002	https://doi.org/10.4018/979-8-3693-6537-3.ch002	PROPN