id	sid	tid	token	lemma	pos
bioscience-10	1	1	highlights	highlight	NOUN
bioscience-10	1	2	in	in	ADP
bioscience-10	1	3	bioscience	bioscience	NOUN
bioscience-10	1	4	;	;	PUNCT
bioscience-10	1	5	paper	paper	NOUN
bioscience-10	1	6	format	format	NOUN
bioscience-10	1	7	highlights	highlight	NOUN
bioscience-10	1	8	in	in	ADP
bioscience-10	1	9	bioscience	bioscience	PROPN
bioscience-10	1	10	issn	issn	PROPN
bioscience-10	1	11	:	:	PUNCT
bioscience-10	1	12	2682	2682	NUM
bioscience-10	1	13	-	-	SYM
bioscience-10	1	14	4043	4043	NUM
bioscience-10	1	15	highlights	highlight	NOUN
bioscience-10	1	16	in	in	ADP
bioscience-10	1	17	bioscience	bioscience	NOUN
bioscience-10	1	18	doi	doi	NOUN
bioscience-10	1	19	:	:	PUNCT
bioscience-10	1	20	10.36462	10.36462	NUM
bioscience-10	1	21	/	/	SYM
bioscience-10	1	22	h.biosci.20193	h.biosci.20193	NOUN
bioscience-10	1	23	october	october	PROPN
bioscience-10	1	24	2019	2019	NUM
bioscience-10	1	25	|	|	ADV
bioscience-10	1	26	volume2	volume2	ADJ
bioscience-10	1	27	http://highlightsin.org/index.php/bioscience/	http://highlightsin.org/index.php/bioscience/	VERB
bioscience-10	1	28	page	page	NOUN
bioscience-10	1	29	1	1	NUM
bioscience-10	1	30	of	of	ADP
bioscience-10	1	31	10	10	NUM
bioscience-10	1	32	citation	citation	NOUN
bioscience-10	1	33	:	:	PUNCT
bioscience-10	1	34	alsamman	alsamman	PROPN
bioscience-10	1	35	m.a	m.a	PROPN
bioscience-10	1	36	.	.	PROPN
bioscience-10	2	1	(	(	PUNCT
bioscience-10	2	2	2019	2019	NUM
bioscience-10	2	3	)	)	PUNCT
bioscience-10	2	4	the	the	DET
bioscience-10	2	5	art	art	NOUN
bioscience-10	2	6	of	of	ADP
bioscience-10	2	7	bioinformatics	bioinformatics	NOUN
bioscience-10	2	8	learning	learn	VERB
bioscience-10	2	9	in	in	ADP
bioscience-10	2	10	our	our	PRON
bioscience-10	2	11	arabic	arabic	ADJ
bioscience-10	2	12	world	world	NOUN
bioscience-10	2	13	.	.	PUNCT
bioscience-10	3	1	highlights	highlight	NOUN
bioscience-10	3	2	in	in	ADP
bioscience-10	3	3	bioscience	bioscience	NOUN
bioscience-10	3	4	,	,	PUNCT
bioscience-10	3	5	volume	volume	NOUN
bioscience-10	3	6	2	2	NUM
bioscience-10	3	7	.	.	PUNCT
bioscience-10	4	1	article	article	NOUN
bioscience-10	4	2	i	i	PROPN
bioscience-10	4	3	d	d	PROPN
bioscience-10	4	4	20193	20193	NUM
bioscience-10	4	5	,	,	PUNCT
bioscience-10	4	6	dio:10.36462/	dio:10.36462/	PROPN
bioscience-10	4	7	h.biosci.20193	h.biosci.20193	NOUN
bioscience-10	4	8	received	receive	VERB
bioscience-10	4	9	:	:	PUNCT
bioscience-10	4	10	august	august	PROPN
bioscience-10	4	11	19	19	NUM
bioscience-10	4	12	,	,	PUNCT
bioscience-10	4	13	2019	2019	NUM
bioscience-10	4	14	accepted	accept	VERB
bioscience-10	4	15	:	:	PUNCT
bioscience-10	4	16	september	september	PROPN
bioscience-10	4	17	13	13	NUM
bioscience-10	4	18	,	,	PUNCT
bioscience-10	4	19	2019	2019	NUM
bioscience-10	4	20	published	publish	VERB
bioscience-10	4	21	:	:	PUNCT
bioscience-10	4	22	october	october	PROPN
bioscience-10	4	23	12	12	NUM
bioscience-10	4	24	,	,	PUNCT
bioscience-10	4	25	2019	2019	NUM
bioscience-10	4	26	copyright	copyright	NOUN
bioscience-10	4	27	:	:	PUNCT
bioscience-10	5	1	©	©	PROPN
bioscience-10	5	2	2019	2019	NUM
bioscience-10	5	3	alsamman	alsamman	NOUN
bioscience-10	5	4	.this	.this	PRON
bioscience-10	5	5	is	be	AUX
bioscience-10	5	6	an	an	DET
bioscience-10	5	7	open	open	ADJ
bioscience-10	5	8	access	access	NOUN
bioscience-10	5	9	article	article	NOUN
bioscience-10	5	10	distributed	distribute	VERB
bioscience-10	5	11	under	under	ADP
bioscience-10	5	12	the	the	DET
bioscience-10	5	13	terms	term	NOUN
bioscience-10	5	14	of	of	ADP
bioscience-10	5	15	the	the	DET
bioscience-10	5	16	creative	creative	ADJ
bioscience-10	5	17	commons	common	NOUN
bioscience-10	5	18	attribution	attribution	NOUN
bioscience-10	5	19	license	license	NOUN
bioscience-10	5	20	,	,	PUNCT
bioscience-10	5	21	which	which	PRON
bioscience-10	5	22	permits	permit	VERB
bioscience-10	5	23	unrestricted	unrestricted	ADJ
bioscience-10	5	24	use	use	NOUN
bioscience-10	5	25	,	,	PUNCT
bioscience-10	5	26	distribution	distribution	NOUN
bioscience-10	5	27	,	,	PUNCT
bioscience-10	5	28	and	and	CCONJ
bioscience-10	5	29	reproduction	reproduction	NOUN
bioscience-10	5	30	in	in	ADP
bioscience-10	5	31	any	any	DET
bioscience-10	5	32	medium	medium	NOUN
bioscience-10	5	33	,	,	PUNCT
bioscience-10	5	34	provided	provide	VERB
bioscience-10	5	35	the	the	DET
bioscience-10	5	36	original	original	ADJ
bioscience-10	5	37	author	author	NOUN
bioscience-10	5	38	and	and	CCONJ
bioscience-10	5	39	source	source	NOUN
bioscience-10	5	40	are	be	AUX
bioscience-10	5	41	credited	credit	VERB
bioscience-10	5	42	.	.	PUNCT
bioscience-10	6	1	data	datum	NOUN
bioscience-10	6	2	availability	availability	NOUN
bioscience-10	6	3	statement	statement	NOUN
bioscience-10	6	4	:	:	PUNCT
bioscience-10	6	5	all	all	DET
bioscience-10	6	6	relevant	relevant	ADJ
bioscience-10	6	7	data	datum	NOUN
bioscience-10	6	8	are	be	AUX
bioscience-10	6	9	within	within	ADP
bioscience-10	6	10	the	the	DET
bioscience-10	6	11	paper	paper	NOUN
bioscience-10	6	12	funding	funding	NOUN
bioscience-10	6	13	:	:	PUNCT
bioscience-10	6	14	the	the	DET
bioscience-10	6	15	authors	author	NOUN
bioscience-10	6	16	have	have	VERB
bioscience-10	6	17	no	no	DET
bioscience-10	6	18	support	support	NOUN
bioscience-10	6	19	or	or	CCONJ
bioscience-10	6	20	funding	funding	NOUN
bioscience-10	6	21	to	to	PART
bioscience-10	6	22	report	report	VERB
bioscience-10	6	23	.	.	PUNCT
bioscience-10	7	1	the	the	DET
bioscience-10	7	2	art	art	NOUN
bioscience-10	7	3	of	of	ADP
bioscience-10	7	4	bioinformatics	bioinformatics	NOUN
bioscience-10	7	5	learning	learn	VERB
bioscience-10	7	6	in	in	ADP
bioscience-10	7	7	our	our	PRON
bioscience-10	7	8	arabic	arabic	ADJ
bioscience-10	7	9	world	world	PROPN
bioscience-10	7	10	alsamman	alsamman	PROPN
bioscience-10	7	11	m.	m.	PROPN
bioscience-10	7	12	alsamman	alsamman	PROPN
bioscience-10	7	13	*	*	PUNCT
bioscience-10	7	14	1	1	NUM
bioscience-10	7	15	1	1	NUM
bioscience-10	7	16	molecular	molecular	ADJ
bioscience-10	7	17	genetics	genetic	NOUN
bioscience-10	7	18	and	and	CCONJ
bioscience-10	7	19	genome	genome	NOUN
bioscience-10	7	20	mapping	mapping	NOUN
bioscience-10	7	21	lab	lab	NOUN
bioscience-10	7	22	.	.	PUNCT
bioscience-10	8	1	,	,	PUNCT
bioscience-10	8	2	agricultural	agricultural	ADJ
bioscience-10	8	3	genetic	genetic	ADJ
bioscience-10	8	4	engineering	engineering	NOUN
bioscience-10	8	5	research	research	PROPN
bioscience-10	8	6	institute	institute	PROPN
bioscience-10	8	7	,	,	PUNCT
bioscience-10	8	8	agricultural	agricultural	ADJ
bioscience-10	8	9	research	research	NOUN
bioscience-10	8	10	center	center	NOUN
bioscience-10	8	11	,	,	PUNCT
bioscience-10	8	12	egypt	egypt	PROPN
bioscience-10	8	13	.	.	PUNCT
bioscience-10	9	1	*	*	PUNCT
bioscience-10	9	2	to	to	PART
bioscience-10	9	3	whom	whom	PRON
bioscience-10	9	4	correspondence	correspondence	NOUN
bioscience-10	9	5	should	should	AUX
bioscience-10	9	6	be	be	AUX
bioscience-10	9	7	addressed	address	VERB
bioscience-10	9	8	:	:	PUNCT
bioscience-10	9	9	smahmoud@ageri.sci.eg	smahmoud@ageri.sci.eg	PROPN
bioscience-10	9	10	abstract	abstract	ADJ
bioscience-10	9	11	bioinformatics	bioinformatic	NOUN
bioscience-10	9	12	became	become	VERB
bioscience-10	9	13	a	a	DET
bioscience-10	9	14	significant	significant	ADJ
bioscience-10	9	15	field	field	NOUN
bioscience-10	9	16	in	in	ADP
bioscience-10	9	17	life	life	NOUN
bioscience-10	9	18	sciences	science	NOUN
bioscience-10	9	19	that	that	PRON
bioscience-10	9	20	,	,	PUNCT
bioscience-10	9	21	draws	draw	VERB
bioscience-10	9	22	a	a	DET
bioscience-10	9	23	number	number	NOUN
bioscience-10	9	24	of	of	ADP
bioscience-10	9	25	researchers	researcher	NOUN
bioscience-10	9	26	and	and	CCONJ
bioscience-10	9	27	extends	extend	VERB
bioscience-10	9	28	into	into	ADP
bioscience-10	9	29	a	a	DET
bioscience-10	9	30	wide	wide	ADJ
bioscience-10	9	31	range	range	NOUN
bioscience-10	9	32	of	of	ADP
bioscience-10	9	33	biological	biological	ADJ
bioscience-10	9	34	disciplines	discipline	NOUN
bioscience-10	9	35	.	.	PUNCT
bioscience-10	10	1	rendering	render	VERB
bioscience-10	10	2	bioinformatics	bioinformatics	NOUN
bioscience-10	10	3	analysis	analysis	NOUN
bioscience-10	10	4	techniques	technique	NOUN
bioscience-10	10	5	are	be	AUX
bioscience-10	10	6	the	the	DET
bioscience-10	10	7	most	most	ADV
bioscience-10	10	8	desirable	desirable	ADJ
bioscience-10	10	9	skills	skill	NOUN
bioscience-10	10	10	in	in	ADP
bioscience-10	10	11	a	a	DET
bioscience-10	10	12	variety	variety	NOUN
bioscience-10	10	13	of	of	ADP
bioscience-10	10	14	scholarship	scholarship	NOUN
bioscience-10	10	15	programs	program	NOUN
bioscience-10	10	16	and	and	CCONJ
bioscience-10	10	17	academic	academic	ADJ
bioscience-10	10	18	positions	position	NOUN
bioscience-10	10	19	.	.	PUNCT
bioscience-10	11	1	teaching	teach	VERB
bioscience-10	11	2	bioinformatics	bioinformatics	NOUN
bioscience-10	11	3	is	be	AUX
bioscience-10	11	4	very	very	ADV
bioscience-10	11	5	challenging	challenging	ADJ
bioscience-10	11	6	since	since	SCONJ
bioscience-10	11	7	it	it	PRON
bioscience-10	11	8	is	be	AUX
bioscience-10	11	9	a	a	DET
bioscience-10	11	10	multidisciplinary	multidisciplinary	ADJ
bioscience-10	11	11	field	field	NOUN
bioscience-10	11	12	,	,	PUNCT
bioscience-10	11	13	where	where	SCONJ
bioscience-10	11	14	most	most	ADJ
bioscience-10	11	15	of	of	ADP
bioscience-10	11	16	the	the	DET
bioscience-10	11	17	undergraduate	undergraduate	ADJ
bioscience-10	11	18	programs	program	NOUN
bioscience-10	11	19	in	in	ADP
bioscience-10	11	20	colleges	college	NOUN
bioscience-10	11	21	provide	provide	VERB
bioscience-10	11	22	only	only	ADV
bioscience-10	11	23	one	one	NUM
bioscience-10	11	24	area	area	NOUN
bioscience-10	11	25	required	require	VERB
bioscience-10	11	26	for	for	ADP
bioscience-10	11	27	bioinformatics	bioinformatics	NOUN
bioscience-10	11	28	.	.	PUNCT
bioscience-10	12	1	besides	besides	SCONJ
bioscience-10	12	2	the	the	DET
bioscience-10	12	3	regular	regular	ADJ
bioscience-10	12	4	education	education	NOUN
bioscience-10	12	5	system	system	NOUN
bioscience-10	12	6	,	,	PUNCT
bioscience-10	12	7	few	few	ADJ
bioscience-10	12	8	bioinformatics	bioinformatic	NOUN
bioscience-10	12	9	training	training	NOUN
bioscience-10	12	10	courses	course	NOUN
bioscience-10	12	11	are	be	AUX
bioscience-10	12	12	offered	offer	VERB
bioscience-10	12	13	and	and	CCONJ
bioscience-10	12	14	less	less	ADJ
bioscience-10	12	15	are	be	AUX
bioscience-10	12	16	affordable	affordable	ADJ
bioscience-10	12	17	to	to	ADP
bioscience-10	12	18	fresh	fresh	ADJ
bioscience-10	12	19	graduates	graduate	NOUN
bioscience-10	12	20	in	in	ADP
bioscience-10	12	21	countries	country	NOUN
bioscience-10	12	22	most	most	ADJ
bioscience-10	12	23	of	of	ADP
bioscience-10	12	24	which	which	PRON
bioscience-10	12	25	are	be	AUX
bioscience-10	12	26	categorized	categorize	VERB
bioscience-10	12	27	as	as	ADP
bioscience-10	12	28	developing	develop	VERB
bioscience-10	12	29	countries	country	NOUN
bioscience-10	12	30	.	.	PUNCT
bioscience-10	13	1	the	the	DET
bioscience-10	13	2	high	high	ADJ
bioscience-10	13	3	cost	cost	NOUN
bioscience-10	13	4	of	of	ADP
bioscience-10	13	5	learning	learn	VERB
bioscience-10	13	6	,	,	PUNCT
bioscience-10	13	7	confusing	confuse	VERB
bioscience-10	13	8	education	education	NOUN
bioscience-10	13	9	systems	system	NOUN
bioscience-10	13	10	,	,	PUNCT
bioscience-10	13	11	and	and	CCONJ
bioscience-10	13	12	the	the	DET
bioscience-10	13	13	complexity	complexity	NOUN
bioscience-10	13	14	of	of	ADP
bioscience-10	13	15	bioinformatics	bioinformatics	NOUN
bioscience-10	13	16	science	science	NOUN
bioscience-10	13	17	has	have	AUX
bioscience-10	13	18	made	make	VERB
bioscience-10	13	19	it	it	PRON
bioscience-10	13	20	very	very	ADV
bioscience-10	13	21	difficult	difficult	ADJ
bioscience-10	13	22	to	to	PART
bioscience-10	13	23	be	be	AUX
bioscience-10	13	24	taught	teach	VERB
bioscience-10	13	25	and	and	CCONJ
bioscience-10	13	26	more	more	ADV
bioscience-10	13	27	challenging	challenging	ADJ
bioscience-10	13	28	to	to	PART
bioscience-10	13	29	be	be	AUX
bioscience-10	13	30	studied	study	VERB
bioscience-10	13	31	in	in	ADP
bioscience-10	13	32	arab	arab	ADJ
bioscience-10	13	33	countries	country	NOUN
bioscience-10	13	34	.	.	PUNCT
bioscience-10	14	1	this	this	DET
bioscience-10	14	2	review	review	NOUN
bioscience-10	14	3	provides	provide	VERB
bioscience-10	14	4	possible	possible	ADJ
bioscience-10	14	5	solutions	solution	NOUN
bioscience-10	14	6	to	to	ADP
bioscience-10	14	7	most	most	ADJ
bioscience-10	14	8	of	of	ADP
bioscience-10	14	9	these	these	DET
bioscience-10	14	10	issues	issue	NOUN
bioscience-10	14	11	and	and	CCONJ
bioscience-10	14	12	offers	offer	VERB
bioscience-10	14	13	the	the	DET
bioscience-10	14	14	best	good	ADJ
bioscience-10	14	15	practice	practice	NOUN
bioscience-10	14	16	to	to	PART
bioscience-10	14	17	guide	guide	VERB
bioscience-10	14	18	future	future	ADJ
bioscience-10	14	19	arab	arab	ADJ
bioscience-10	14	20	bioinformaticians	bioinformatician	NOUN
bioscience-10	14	21	to	to	PART
bioscience-10	14	22	learn	learn	VERB
bioscience-10	14	23	bioinformatics	bioinformatic	NOUN
bioscience-10	14	24	in	in	ADP
bioscience-10	14	25	a	a	DET
bioscience-10	14	26	way	way	NOUN
bioscience-10	14	27	that	that	PRON
bioscience-10	14	28	fits	fit	VERB
bioscience-10	14	29	our	our	PRON
bioscience-10	14	30	social	social	ADJ
bioscience-10	14	31	,	,	PUNCT
bioscience-10	14	32	financial	financial	ADJ
bioscience-10	14	33	and	and	CCONJ
bioscience-10	14	34	academic	academic	ADJ
bioscience-10	14	35	circumstances	circumstance	NOUN
bioscience-10	14	36	.	.	PUNCT
bioscience-10	15	1	moreover	moreover	ADV
bioscience-10	15	2	,	,	PUNCT
bioscience-10	15	3	it	it	PRON
bioscience-10	15	4	discusses	discuss	VERB
bioscience-10	15	5	the	the	DET
bioscience-10	15	6	key	key	ADJ
bioscience-10	15	7	aspects	aspect	NOUN
bioscience-10	15	8	that	that	PRON
bioscience-10	15	9	a	a	DET
bioscience-10	15	10	bioinformatician	bioinformatician	NOUN
bioscience-10	15	11	needs	need	VERB
bioscience-10	15	12	to	to	PART
bioscience-10	15	13	be	be	AUX
bioscience-10	15	14	aware	aware	ADJ
bioscience-10	15	15	of	of	ADP
bioscience-10	15	16	and	and	CCONJ
bioscience-10	15	17	the	the	DET
bioscience-10	15	18	basic	basic	ADJ
bioscience-10	15	19	knowledge	knowledge	NOUN
bioscience-10	15	20	that	that	PRON
bioscience-10	15	21	must	must	AUX
bioscience-10	15	22	be	be	AUX
bioscience-10	15	23	gained	gain	VERB
bioscience-10	15	24	.	.	PUNCT
bioscience-10	16	1	on	on	ADP
bioscience-10	16	2	the	the	DET
bioscience-10	16	3	other	other	ADJ
bioscience-10	16	4	side	side	NOUN
bioscience-10	16	5	,	,	PUNCT
bioscience-10	16	6	it	it	PRON
bioscience-10	16	7	will	will	AUX
bioscience-10	16	8	illustrate	illustrate	VERB
bioscience-10	16	9	how	how	SCONJ
bioscience-10	16	10	to	to	PART
bioscience-10	16	11	start	start	VERB
bioscience-10	16	12	learning	learn	VERB
bioscience-10	16	13	,	,	PUNCT
bioscience-10	16	14	to	to	PART
bioscience-10	16	15	address	address	VERB
bioscience-10	16	16	some	some	PRON
bioscience-10	16	17	of	of	ADP
bioscience-10	16	18	these	these	DET
bioscience-10	16	19	challenges	challenge	NOUN
bioscience-10	16	20	and	and	CCONJ
bioscience-10	16	21	how	how	SCONJ
bioscience-10	16	22	to	to	PART
bioscience-10	16	23	deal	deal	VERB
bioscience-10	16	24	with	with	ADP
bioscience-10	16	25	some	some	PRON
bioscience-10	16	26	of	of	ADP
bioscience-10	16	27	the	the	DET
bioscience-10	16	28	related	relate	VERB
bioscience-10	16	29	social	social	ADJ
bioscience-10	16	30	issues	issue	NOUN
bioscience-10	16	31	.	.	PUNCT
bioscience-10	17	1	keywords	keyword	NOUN
bioscience-10	17	2	:	:	PUNCT
bioscience-10	17	3	bioinformatics	bioinformatic	NOUN
bioscience-10	17	4	,	,	PUNCT
bioscience-10	17	5	arab	arab	PROPN
bioscience-10	17	6	,	,	PUNCT
bioscience-10	17	7	programming	programming	NOUN
bioscience-10	17	8	,	,	PUNCT
bioscience-10	17	9	education	education	NOUN
bioscience-10	17	10	,	,	PUNCT
bioscience-10	17	11	linux	linux	PROPN
bioscience-10	17	12	,	,	PUNCT
bioscience-10	17	13	biological	biological	ADJ
bioscience-10	17	14	data	datum	NOUN
bioscience-10	17	15	.	.	PUNCT
bioscience-10	18	1	introduction	introduction	NOUN
bioscience-10	18	2	bioinformatics	bioinformatics	NOUN
bioscience-10	18	3	analysis	analysis	NOUN
bioscience-10	18	4	techniques	technique	NOUN
bioscience-10	18	5	are	be	AUX
bioscience-10	18	6	the	the	DET
bioscience-10	18	7	most	most	ADV
bioscience-10	18	8	desirable	desirable	ADJ
bioscience-10	18	9	skills	skill	NOUN
bioscience-10	18	10	in	in	ADP
bioscience-10	18	11	a	a	DET
bioscience-10	18	12	wide	wide	ADJ
bioscience-10	18	13	range	range	NOUN
bioscience-10	18	14	of	of	ADP
bioscience-10	18	15	scholarship	scholarship	NOUN
bioscience-10	18	16	programs	program	NOUN
bioscience-10	18	17	and	and	CCONJ
bioscience-10	18	18	academic	academic	ADJ
bioscience-10	18	19	positions	position	NOUN
bioscience-10	18	20	.	.	PUNCT
bioscience-10	19	1	as	as	SCONJ
bioscience-10	19	2	the	the	DET
bioscience-10	19	3	study	study	NOUN
bioscience-10	19	4	of	of	ADP
bioscience-10	19	5	bioinformatics	bioinformatics	NOUN
bioscience-10	19	6	and	and	CCONJ
bioscience-10	19	7	computational	computational	ADJ
bioscience-10	19	8	biology	biology	NOUN
bioscience-10	19	9	grows	grow	VERB
bioscience-10	19	10	and	and	CCONJ
bioscience-10	19	11	evolves	evolve	VERB
bioscience-10	19	12	,	,	PUNCT
bioscience-10	19	13	it	it	PRON
bioscience-10	19	14	is	be	AUX
bioscience-10	19	15	essential	essential	ADJ
bioscience-10	19	16	to	to	PART
bioscience-10	19	17	quantify	quantify	VERB
bioscience-10	19	18	the	the	DET
bioscience-10	19	19	factors	factor	NOUN
bioscience-10	19	20	that	that	PRON
bioscience-10	19	21	contribute	contribute	VERB
bioscience-10	19	22	to	to	ADP
bioscience-10	19	23	the	the	DET
bioscience-10	19	24	development	development	NOUN
bioscience-10	19	25	of	of	ADP
bioscience-10	19	26	professionals	professional	NOUN
bioscience-10	19	27	in	in	ADP
bioscience-10	19	28	this	this	DET
bioscience-10	19	29	field	field	NOUN
bioscience-10	19	30	(	(	PUNCT
bioscience-10	19	31	1	1	NUM
bioscience-10	19	32	)	)	PUNCT
bioscience-10	19	33	.	.	PUNCT
bioscience-10	20	1	bioinformatics	bioinformatic	NOUN
bioscience-10	20	2	is	be	AUX
bioscience-10	20	3	an	an	DET
bioscience-10	20	4	interdisciplinary	interdisciplinary	ADJ
bioscience-10	20	5	research	research	NOUN
bioscience-10	20	6	field	field	NOUN
bioscience-10	20	7	where	where	SCONJ
bioscience-10	20	8	computational	computational	ADJ
bioscience-10	20	9	resources	resource	NOUN
bioscience-10	20	10	and	and	CCONJ
bioscience-10	20	11	techniques	technique	NOUN
bioscience-10	20	12	are	be	AUX
bioscience-10	20	13	used	use	VERB
bioscience-10	20	14	to	to	PART
bioscience-10	20	15	interpret	interpret	VERB
bioscience-10	20	16	biological	biological	ADJ
bioscience-10	20	17	data	datum	NOUN
bioscience-10	20	18	through	through	ADP
bioscience-10	20	19	mathematical	mathematical	ADJ
bioscience-10	20	20	and	and	CCONJ
bioscience-10	20	21	statistical	statistical	ADJ
bioscience-10	20	22	approaches	approach	NOUN
bioscience-10	20	23	.	.	PUNCT
bioscience-10	21	1	perspective	perspective	NOUN
bioscience-10	21	2	review	review	NOUN
bioscience-10	21	3	open	open	ADJ
bioscience-10	21	4	access	access	NOUN
bioscience-10	21	5	the	the	DET
bioscience-10	21	6	art	art	NOUN
bioscience-10	21	7	of	of	ADP
bioscience-10	21	8	bioinformatics	bioinformatics	NOUN
bioscience-10	21	9	learning	learn	VERB
bioscience-10	21	10	in	in	ADP
bioscience-10	21	11	our	our	PRON
bioscience-10	21	12	arabic	arabic	ADJ
bioscience-10	21	13	world	world	NOUN
bioscience-10	21	14	highlights	highlight	NOUN
bioscience-10	21	15	in	in	ADP
bioscience-10	21	16	bioscience	bioscience	NOUN
bioscience-10	21	17	doi	doi	NOUN
bioscience-10	21	18	:	:	PUNCT
bioscience-10	21	19	10.36462	10.36462	NUM
bioscience-10	21	20	/	/	SYM
bioscience-10	21	21	h.biosci.20193	h.biosci.20193	NOUN
bioscience-10	21	22	october	october	PROPN
bioscience-10	21	23	2019	2019	NUM
bioscience-10	21	24	|	|	ADV
bioscience-10	21	25	volume2	volume2	ADV
bioscience-10	21	26	http://highlightsin.org/index.php/bioscience/	http://highlightsin.org/index.php/bioscience/	AUX
bioscience-10	21	27	page	page	NOUN
bioscience-10	21	28	2	2	NUM
bioscience-10	21	29	of	of	ADP
bioscience-10	21	30	10	10	NUM
bioscience-10	21	31	the	the	DET
bioscience-10	21	32	rapid	rapid	ADJ
bioscience-10	21	33	acceleration	acceleration	NOUN
bioscience-10	21	34	in	in	ADP
bioscience-10	21	35	computing	compute	VERB
bioscience-10	21	36	power	power	NOUN
bioscience-10	21	37	and	and	CCONJ
bioscience-10	21	38	memory	memory	NOUN
bioscience-10	21	39	storage	storage	NOUN
bioscience-10	21	40	capacity	capacity	NOUN
bioscience-10	21	41	have	have	AUX
bioscience-10	21	42	given	give	VERB
bioscience-10	21	43	rise	rise	NOUN
bioscience-10	21	44	to	to	ADP
bioscience-10	21	45	a	a	DET
bioscience-10	21	46	new	new	ADJ
bioscience-10	21	47	golden	golden	ADJ
bioscience-10	21	48	age	age	NOUN
bioscience-10	21	49	in	in	ADP
bioscience-10	21	50	the	the	DET
bioscience-10	21	51	biological	biological	ADJ
bioscience-10	21	52	data	datum	NOUN
bioscience-10	21	53	analysis	analysis	NOUN
bioscience-10	21	54	(	(	PUNCT
bioscience-10	21	55	2	2	NUM
bioscience-10	21	56	)	)	PUNCT
bioscience-10	21	57	.	.	PUNCT
bioscience-10	22	1	there	there	PRON
bioscience-10	22	2	is	be	VERB
bioscience-10	22	3	almost	almost	ADV
bioscience-10	22	4	no	no	DET
bioscience-10	22	5	biological	biological	ADJ
bioscience-10	22	6	sector	sector	NOUN
bioscience-10	22	7	in	in	ADP
bioscience-10	22	8	which	which	PRON
bioscience-10	22	9	bioinformatics	bioinformatics	NOUN
bioscience-10	22	10	has	have	AUX
bioscience-10	22	11	not	not	PART
bioscience-10	22	12	yet	yet	ADV
bioscience-10	22	13	been	be	AUX
bioscience-10	22	14	incorporated	incorporate	VERB
bioscience-10	22	15	.	.	PUNCT
bioscience-10	23	1	its	its	PRON
bioscience-10	23	2	techniques	technique	NOUN
bioscience-10	23	3	are	be	AUX
bioscience-10	23	4	used	use	VERB
bioscience-10	23	5	in	in	ADP
bioscience-10	23	6	microbiology	microbiology	NOUN
bioscience-10	23	7	to	to	PART
bioscience-10	23	8	examine	examine	VERB
bioscience-10	23	9	microbial	microbial	ADJ
bioscience-10	23	10	diversity	diversity	NOUN
bioscience-10	23	11	and	and	CCONJ
bioscience-10	23	12	species	species	NOUN
bioscience-10	23	13	occurrence	occurrence	NOUN
bioscience-10	23	14	by	by	ADP
bioscience-10	23	15	identifying	identify	VERB
bioscience-10	23	16	and	and	CCONJ
bioscience-10	23	17	quantifying	quantify	VERB
bioscience-10	23	18	the	the	DET
bioscience-10	23	19	association	association	NOUN
bioscience-10	23	20	of	of	ADP
bioscience-10	23	21	microbial	microbial	ADJ
bioscience-10	23	22	communities	community	NOUN
bioscience-10	23	23	among	among	ADP
bioscience-10	23	24	different	different	ADJ
bioscience-10	23	25	biological	biological	ADJ
bioscience-10	23	26	samples	sample	NOUN
bioscience-10	23	27	(	(	PUNCT
bioscience-10	23	28	3	3	NUM
bioscience-10	23	29	)	)	PUNCT
bioscience-10	23	30	.	.	PUNCT
bioscience-10	24	1	throughout	throughout	ADP
bioscience-10	24	2	the	the	DET
bioscience-10	24	3	pharmaceutical	pharmaceutical	ADJ
bioscience-10	24	4	industry	industry	NOUN
bioscience-10	24	5	,	,	PUNCT
bioscience-10	24	6	bioinformatics	bioinformatics	NOUN
bioscience-10	24	7	offers	offer	VERB
bioscience-10	24	8	analytical	analytical	ADJ
bioscience-10	24	9	tools	tool	NOUN
bioscience-10	24	10	that	that	PRON
bioscience-10	24	11	can	can	AUX
bioscience-10	24	12	enhance	enhance	VERB
bioscience-10	24	13	drug	drug	NOUN
bioscience-10	24	14	target	target	NOUN
bioscience-10	24	15	identification	identification	NOUN
bioscience-10	24	16	,	,	PUNCT
bioscience-10	24	17	drug	drug	NOUN
bioscience-10	24	18	candidate	candidate	NOUN
bioscience-10	24	19	monitoring	monitoring	NOUN
bioscience-10	24	20	and	and	CCONJ
bioscience-10	24	21	drug	drug	NOUN
bioscience-10	24	22	optimization	optimization	NOUN
bioscience-10	24	23	.	.	PUNCT
bioscience-10	25	1	in	in	ADP
bioscience-10	25	2	particular	particular	ADJ
bioscience-10	25	3	,	,	PUNCT
bioscience-10	25	4	it	it	PRON
bioscience-10	25	5	promotes	promote	VERB
bioscience-10	25	6	the	the	DET
bioscience-10	25	7	recognition	recognition	NOUN
bioscience-10	25	8	of	of	ADP
bioscience-10	25	9	side	side	NOUN
bioscience-10	25	10	effects	effect	NOUN
bioscience-10	25	11	and	and	CCONJ
bioscience-10	25	12	forecasts	forecast	VERB
bioscience-10	25	13	drug	drug	NOUN
bioscience-10	25	14	resistance	resistance	NOUN
bioscience-10	25	15	(	(	PUNCT
bioscience-10	25	16	4	4	NUM
bioscience-10	25	17	)	)	PUNCT
bioscience-10	25	18	.	.	PUNCT
bioscience-10	26	1	recently	recently	ADV
bioscience-10	26	2	,	,	PUNCT
bioscience-10	26	3	bioinformatics	bioinformatic	NOUN
bioscience-10	26	4	has	have	AUX
bioscience-10	26	5	proposed	propose	VERB
bioscience-10	26	6	the	the	DET
bioscience-10	26	7	idea	idea	NOUN
bioscience-10	26	8	of	of	ADP
bioscience-10	26	9	personalized	personalized	ADJ
bioscience-10	26	10	medicine	medicine	NOUN
bioscience-10	26	11	,	,	PUNCT
bioscience-10	26	12	where	where	SCONJ
bioscience-10	26	13	treatments	treatment	NOUN
bioscience-10	26	14	will	will	AUX
bioscience-10	26	15	be	be	AUX
bioscience-10	26	16	adapted	adapt	VERB
bioscience-10	26	17	to	to	ADP
bioscience-10	26	18	the	the	DET
bioscience-10	26	19	unique	unique	ADJ
bioscience-10	26	20	genotype	genotype	NOUN
bioscience-10	26	21	of	of	ADP
bioscience-10	26	22	patients	patient	NOUN
bioscience-10	26	23	.	.	PUNCT
bioscience-10	27	1	integrating	integrate	VERB
bioscience-10	27	2	the	the	DET
bioscience-10	27	3	vast	vast	ADJ
bioscience-10	27	4	genetic	genetic	ADJ
bioscience-10	27	5	information	information	NOUN
bioscience-10	27	6	provided	provide	VERB
bioscience-10	27	7	by	by	ADP
bioscience-10	27	8	the	the	DET
bioscience-10	27	9	genome	genome	NOUN
bioscience-10	27	10	wide	wide	ADJ
bioscience-10	27	11	association	association	NOUN
bioscience-10	27	12	studies	study	NOUN
bioscience-10	27	13	(	(	PUNCT
bioscience-10	27	14	gwass	gwass	PROPN
bioscience-10	27	15	)	)	PUNCT
bioscience-10	27	16	is	be	AUX
bioscience-10	27	17	a	a	DET
bioscience-10	27	18	valuable	valuable	ADJ
bioscience-10	27	19	resource	resource	NOUN
bioscience-10	27	20	for	for	ADP
bioscience-10	27	21	mapping	map	VERB
bioscience-10	27	22	genetic	genetic	ADJ
bioscience-10	27	23	traits	trait	NOUN
bioscience-10	27	24	with	with	ADP
bioscience-10	27	25	drug	drug	NOUN
bioscience-10	27	26	reactions	reaction	NOUN
bioscience-10	27	27	and	and	CCONJ
bioscience-10	27	28	phenotypes	phenotype	NOUN
bioscience-10	27	29	,	,	PUNCT
bioscience-10	27	30	allowing	allow	VERB
bioscience-10	27	31	individual	individual	ADJ
bioscience-10	27	32	characteristics	characteristic	NOUN
bioscience-10	27	33	of	of	ADP
bioscience-10	27	34	each	each	DET
bioscience-10	27	35	patient	patient	NOUN
bioscience-10	27	36	to	to	PART
bioscience-10	27	37	be	be	AUX
bioscience-10	27	38	monitored	monitor	VERB
bioscience-10	27	39	and	and	CCONJ
bioscience-10	27	40	their	their	PRON
bioscience-10	27	41	susceptibility	susceptibility	NOUN
bioscience-10	27	42	to	to	ADP
bioscience-10	27	43	certain	certain	ADJ
bioscience-10	27	44	diseases	disease	NOUN
bioscience-10	27	45	to	to	PART
bioscience-10	27	46	be	be	AUX
bioscience-10	27	47	considered	consider	VERB
bioscience-10	27	48	(	(	PUNCT
bioscience-10	27	49	5	5	NUM
bioscience-10	27	50	)	)	PUNCT
bioscience-10	27	51	.	.	PUNCT
bioscience-10	28	1	last	last	ADJ
bioscience-10	28	2	but	but	CCONJ
bioscience-10	28	3	not	not	PART
bioscience-10	28	4	the	the	DET
bioscience-10	28	5	least	least	ADJ
bioscience-10	28	6	,	,	PUNCT
bioscience-10	28	7	the	the	DET
bioscience-10	28	8	integration	integration	NOUN
bioscience-10	28	9	of	of	ADP
bioscience-10	28	10	machine	machine	NOUN
bioscience-10	28	11	learning	learning	NOUN
bioscience-10	28	12	in	in	ADP
bioscience-10	28	13	bioinformatics	bioinformatics	NOUN
bioscience-10	28	14	analytical	analytical	ADJ
bioscience-10	28	15	methods	method	NOUN
bioscience-10	28	16	has	have	AUX
bioscience-10	28	17	opened	open	VERB
bioscience-10	28	18	a	a	DET
bioscience-10	28	19	new	new	ADJ
bioscience-10	28	20	era	era	NOUN
bioscience-10	28	21	in	in	ADP
bioscience-10	28	22	which	which	PRON
bioscience-10	28	23	sample	sample	NOUN
bioscience-10	28	24	data	datum	NOUN
bioscience-10	28	25	and	and	CCONJ
bioscience-10	28	26	past	past	ADJ
bioscience-10	28	27	experience	experience	NOUN
bioscience-10	28	28	could	could	AUX
bioscience-10	28	29	be	be	AUX
bioscience-10	28	30	used	use	VERB
bioscience-10	28	31	to	to	PART
bioscience-10	28	32	improve	improve	VERB
bioscience-10	28	33	the	the	DET
bioscience-10	28	34	output	output	NOUN
bioscience-10	28	35	criterion	criterion	NOUN
bioscience-10	28	36	in	in	ADP
bioscience-10	28	37	computational	computational	ADJ
bioscience-10	28	38	algorithms	algorithm	NOUN
bioscience-10	28	39	,	,	PUNCT
bioscience-10	28	40	the	the	DET
bioscience-10	28	41	optimized	optimize	VERB
bioscience-10	28	42	criteria	criterion	NOUN
bioscience-10	28	43	could	could	AUX
bioscience-10	28	44	be	be	AUX
bioscience-10	28	45	the	the	DET
bioscience-10	28	46	rating	rating	NOUN
bioscience-10	28	47	of	of	ADP
bioscience-10	28	48	reliability	reliability	NOUN
bioscience-10	28	49	provided	provide	VERB
bioscience-10	28	50	by	by	ADP
bioscience-10	28	51	the	the	DET
bioscience-10	28	52	statistical	statistical	ADJ
bioscience-10	28	53	model	model	NOUN
bioscience-10	28	54	and	and	CCONJ
bioscience-10	28	55	the	the	DET
bioscience-10	28	56	significance	significance	NOUN
bioscience-10	28	57	of	of	ADP
bioscience-10	28	58	the	the	DET
bioscience-10	28	59	performance	performance	NOUN
bioscience-10	28	60	(	(	PUNCT
bioscience-10	28	61	6	6	NUM
bioscience-10	28	62	)	)	PUNCT
bioscience-10	28	63	.	.	PUNCT
bioscience-10	29	1	machine	machine	NOUN
bioscience-10	29	2	learning	learning	NOUN
bioscience-10	29	3	has	have	AUX
bioscience-10	29	4	therefore	therefore	ADV
bioscience-10	29	5	enabled	enable	VERB
bioscience-10	29	6	what	what	PRON
bioscience-10	29	7	appears	appear	VERB
bioscience-10	29	8	to	to	PART
bioscience-10	29	9	be	be	AUX
bioscience-10	29	10	a	a	DET
bioscience-10	29	11	breakthrough	breakthrough	NOUN
bioscience-10	29	12	in	in	ADP
bioscience-10	29	13	biological	biological	ADJ
bioscience-10	29	14	research	research	NOUN
bioscience-10	29	15	,	,	PUNCT
bioscience-10	29	16	where	where	SCONJ
bioscience-10	29	17	computer	computer	NOUN
bioscience-10	29	18	programs	program	NOUN
bioscience-10	29	19	can	can	AUX
bioscience-10	29	20	solve	solve	VERB
bioscience-10	29	21	complex	complex	ADJ
bioscience-10	29	22	biological	biological	ADJ
bioscience-10	29	23	problems	problem	NOUN
bioscience-10	29	24	efficiently	efficiently	ADV
bioscience-10	29	25	and	and	CCONJ
bioscience-10	29	26	effectively	effectively	ADV
bioscience-10	29	27	.	.	PUNCT
bioscience-10	30	1	through	through	ADP
bioscience-10	30	2	cancer	cancer	NOUN
bioscience-10	30	3	diagnosis	diagnosis	NOUN
bioscience-10	30	4	(	(	PUNCT
bioscience-10	30	5	7	7	NUM
bioscience-10	30	6	)	)	PUNCT
bioscience-10	30	7	,	,	PUNCT
bioscience-10	30	8	neurooncology	neurooncology	NOUN
bioscience-10	30	9	imaging	imaging	NOUN
bioscience-10	30	10	(	(	PUNCT
bioscience-10	30	11	8)	8)	NUM
bioscience-10	30	12	and	and	CCONJ
bioscience-10	30	13	drug	drug	NOUN
bioscience-10	30	14	design	design	NOUN
bioscience-10	30	15	(	(	PUNCT
bioscience-10	30	16	9	9	NUM
bioscience-10	30	17	)	)	PUNCT
bioscience-10	30	18	in	in	ADP
bioscience-10	30	19	medicine	medicine	NOUN
bioscience-10	30	20	and	and	CCONJ
bioscience-10	30	21	plant	plant	NOUN
bioscience-10	30	22	physiology	physiology	NOUN
bioscience-10	30	23	(	(	PUNCT
bioscience-10	30	24	10	10	NUM
bioscience-10	30	25	)	)	PUNCT
bioscience-10	30	26	,	,	PUNCT
bioscience-10	30	27	forecasting	forecast	VERB
bioscience-10	30	28	crop	crop	NOUN
bioscience-10	30	29	yields	yield	NOUN
bioscience-10	30	30	(	(	PUNCT
bioscience-10	30	31	11	11	NUM
bioscience-10	30	32	)	)	PUNCT
bioscience-10	30	33	and	and	CCONJ
bioscience-10	30	34	livestock	livestock	NOUN
bioscience-10	30	35	production	production	NOUN
bioscience-10	30	36	in	in	ADP
bioscience-10	30	37	agriculture	agriculture	NOUN
bioscience-10	30	38	(	(	PUNCT
bioscience-10	30	39	12	12	NUM
bioscience-10	30	40	)	)	PUNCT
bioscience-10	30	41	,	,	PUNCT
bioscience-10	30	42	machine	machine	NOUN
bioscience-10	30	43	learning	learning	NOUN
bioscience-10	30	44	has	have	AUX
bioscience-10	30	45	been	be	AUX
bioscience-10	30	46	used	use	VERB
bioscience-10	30	47	to	to	PART
bioscience-10	30	48	solve	solve	VERB
bioscience-10	30	49	both	both	CCONJ
bioscience-10	30	50	challenging	challenging	ADJ
bioscience-10	30	51	and	and	CCONJ
bioscience-10	30	52	basic	basic	ADJ
bioscience-10	30	53	tasks	task	NOUN
bioscience-10	30	54	.	.	PUNCT
bioscience-10	31	1	the	the	DET
bioscience-10	31	2	rapid	rapid	ADJ
bioscience-10	31	3	development	development	NOUN
bioscience-10	31	4	of	of	ADP
bioscience-10	31	5	life	life	NOUN
bioscience-10	31	6	sciences	sciences	PROPN
bioscience-10	31	7	and	and	CCONJ
bioscience-10	31	8	information	information	NOUN
bioscience-10	31	9	technology	technology	NOUN
bioscience-10	31	10	requires	require	VERB
bioscience-10	31	11	the	the	DET
bioscience-10	31	12	continuous	continuous	ADJ
bioscience-10	31	13	development	development	NOUN
bioscience-10	31	14	of	of	ADP
bioscience-10	31	15	bioinformatics	bioinformatics	NOUN
bioscience-10	31	16	learning	learn	VERB
bioscience-10	31	17	programs	program	NOUN
bioscience-10	31	18	in	in	ADP
bioscience-10	31	19	order	order	NOUN
bioscience-10	31	20	to	to	PART
bioscience-10	31	21	sustain	sustain	VERB
bioscience-10	31	22	their	their	PRON
bioscience-10	31	23	significance	significance	NOUN
bioscience-10	31	24	(	(	PUNCT
bioscience-10	31	25	1	1	NUM
bioscience-10	31	26	)	)	PUNCT
bioscience-10	31	27	.	.	PUNCT
bioscience-10	32	1	the	the	DET
bioscience-10	32	2	quality	quality	NOUN
bioscience-10	32	3	of	of	ADP
bioscience-10	32	4	the	the	DET
bioscience-10	32	5	education	education	NOUN
bioscience-10	32	6	systems	system	NOUN
bioscience-10	32	7	in	in	ADP
bioscience-10	32	8	the	the	DET
bioscience-10	32	9	arab	arab	ADJ
bioscience-10	32	10	countries	country	NOUN
bioscience-10	32	11	has	have	AUX
bioscience-10	32	12	gradually	gradually	ADV
bioscience-10	32	13	improved	improve	VERB
bioscience-10	32	14	over	over	ADP
bioscience-10	32	15	the	the	DET
bioscience-10	32	16	last	last	ADJ
bioscience-10	32	17	30	30	NUM
bioscience-10	32	18	years	year	NOUN
bioscience-10	32	19	in	in	ADP
bioscience-10	32	20	the	the	DET
bioscience-10	32	21	arab	arab	ADJ
bioscience-10	32	22	world	world	NOUN
bioscience-10	32	23	.	.	PUNCT
bioscience-10	33	1	more	more	ADJ
bioscience-10	33	2	work	work	NOUN
bioscience-10	33	3	has	have	AUX
bioscience-10	33	4	been	be	AUX
bioscience-10	33	5	done	do	VERB
bioscience-10	33	6	by	by	ADP
bioscience-10	33	7	non	non	ADJ
bioscience-10	33	8	-	-	ADJ
bioscience-10	33	9	governmental	governmental	ADJ
bioscience-10	33	10	and	and	CCONJ
bioscience-10	33	11	government	government	NOUN
bioscience-10	33	12	agencies	agency	NOUN
bioscience-10	33	13	and	and	CCONJ
bioscience-10	33	14	organizations	organization	NOUN
bioscience-10	33	15	to	to	PART
bioscience-10	33	16	improve	improve	VERB
bioscience-10	33	17	the	the	DET
bioscience-10	33	18	educational	educational	ADJ
bioscience-10	33	19	opportunities	opportunity	NOUN
bioscience-10	33	20	for	for	ADP
bioscience-10	33	21	arab	arab	ADJ
bioscience-10	33	22	students	student	NOUN
bioscience-10	33	23	,	,	PUNCT
bioscience-10	33	24	and	and	CCONJ
bioscience-10	33	25	to	to	PART
bioscience-10	33	26	promote	promote	VERB
bioscience-10	33	27	their	their	PRON
bioscience-10	33	28	independence	independence	NOUN
bioscience-10	33	29	and	and	CCONJ
bioscience-10	33	30	integration	integration	NOUN
bioscience-10	33	31	into	into	ADP
bioscience-10	33	32	their	their	PRON
bioscience-10	33	33	societies	society	NOUN
bioscience-10	33	34	and	and	CCONJ
bioscience-10	33	35	to	to	PART
bioscience-10	33	36	prepare	prepare	VERB
bioscience-10	33	37	them	they	PRON
bioscience-10	33	38	for	for	ADP
bioscience-10	33	39	future	future	ADJ
bioscience-10	33	40	careers	career	NOUN
bioscience-10	33	41	,	,	PUNCT
bioscience-10	33	42	taking	take	VERB
bioscience-10	33	43	into	into	ADP
bioscience-10	33	44	account	account	NOUN
bioscience-10	33	45	current	current	ADJ
bioscience-10	33	46	trends	trend	NOUN
bioscience-10	33	47	in	in	ADP
bioscience-10	33	48	the	the	DET
bioscience-10	33	49	labor	labor	NOUN
bioscience-10	33	50	market	market	NOUN
bioscience-10	33	51	(	(	PUNCT
bioscience-10	33	52	13	13	NUM
bioscience-10	33	53	)	)	PUNCT
bioscience-10	33	54	.	.	PUNCT
bioscience-10	34	1	few	few	ADJ
bioscience-10	34	2	leading	lead	VERB
bioscience-10	34	3	bioinformatics	bioinformatics	NOUN
bioscience-10	34	4	programs	program	NOUN
bioscience-10	34	5	in	in	ADP
bioscience-10	34	6	arab	arab	ADJ
bioscience-10	34	7	countries	country	NOUN
bioscience-10	34	8	have	have	AUX
bioscience-10	34	9	been	be	AUX
bioscience-10	34	10	established	establish	VERB
bioscience-10	34	11	over	over	ADP
bioscience-10	34	12	the	the	DET
bioscience-10	34	13	last	last	ADJ
bioscience-10	34	14	decade	decade	NOUN
bioscience-10	34	15	in	in	ADP
bioscience-10	34	16	egypt	egypt	PROPN
bioscience-10	34	17	,	,	PUNCT
bioscience-10	34	18	lebanon	lebanon	PROPN
bioscience-10	34	19	,	,	PUNCT
bioscience-10	34	20	ksa	ksa	PROPN
bioscience-10	34	21	,	,	PUNCT
bioscience-10	34	22	uae	uae	PROPN
bioscience-10	34	23	,	,	PUNCT
bioscience-10	34	24	and	and	CCONJ
bioscience-10	34	25	oman	oman	NOUN
bioscience-10	34	26	.	.	PUNCT
bioscience-10	35	1	some	some	PRON
bioscience-10	35	2	of	of	ADP
bioscience-10	35	3	these	these	DET
bioscience-10	35	4	programs	program	NOUN
bioscience-10	35	5	have	have	AUX
bioscience-10	35	6	launched	launch	VERB
bioscience-10	35	7	throughout	throughout	ADP
bioscience-10	35	8	the	the	DET
bioscience-10	35	9	biotechnology	biotechnology	NOUN
bioscience-10	35	10	and	and	CCONJ
bioscience-10	35	11	genetics	genetic	NOUN
bioscience-10	35	12	departments	department	NOUN
bioscience-10	35	13	of	of	ADP
bioscience-10	35	14	computer	computer	NOUN
bioscience-10	35	15	science	science	NOUN
bioscience-10	35	16	,	,	PUNCT
bioscience-10	35	17	science	science	NOUN
bioscience-10	35	18	and	and	CCONJ
bioscience-10	35	19	agriculture	agriculture	NOUN
bioscience-10	35	20	colleges	college	NOUN
bioscience-10	35	21	in	in	ADP
bioscience-10	35	22	both	both	CCONJ
bioscience-10	35	23	special	special	ADJ
bioscience-10	35	24	and	and	CCONJ
bioscience-10	35	25	governmental	governmental	ADJ
bioscience-10	35	26	universities	university	NOUN
bioscience-10	35	27	(	(	PUNCT
bioscience-10	35	28	14	14	NUM
bioscience-10	35	29	)	)	PUNCT
bioscience-10	35	30	.	.	PUNCT
bioscience-10	36	1	so	so	ADV
bioscience-10	36	2	far	far	ADV
bioscience-10	36	3	,	,	PUNCT
bioscience-10	36	4	in	in	ADP
bioscience-10	36	5	arab	arab	ADJ
bioscience-10	36	6	countries	country	NOUN
bioscience-10	36	7	,	,	PUNCT
bioscience-10	36	8	neither	neither	CCONJ
bioscience-10	36	9	colleges	college	NOUN
bioscience-10	36	10	nor	nor	CCONJ
bioscience-10	36	11	departments	department	NOUN
bioscience-10	36	12	have	have	AUX
bioscience-10	36	13	been	be	AUX
bioscience-10	36	14	specifically	specifically	ADV
bioscience-10	36	15	founded	found	VERB
bioscience-10	36	16	to	to	PART
bioscience-10	36	17	teach	teach	VERB
bioscience-10	36	18	bioinformatics	bioinformatics	NOUN
bioscience-10	36	19	.	.	PUNCT
bioscience-10	37	1	as	as	ADP
bioscience-10	37	2	multidisciplinary	multidisciplinary	ADJ
bioscience-10	37	3	science	science	NOUN
bioscience-10	37	4	,	,	PUNCT
bioscience-10	37	5	bioinformatics	bioinformatics	NOUN
bioscience-10	37	6	is	be	AUX
bioscience-10	37	7	difficult	difficult	ADJ
bioscience-10	37	8	to	to	PART
bioscience-10	37	9	teach	teach	VERB
bioscience-10	37	10	,	,	PUNCT
bioscience-10	37	11	most	most	ADJ
bioscience-10	37	12	of	of	ADP
bioscience-10	37	13	the	the	DET
bioscience-10	37	14	programs	program	NOUN
bioscience-10	37	15	are	be	AUX
bioscience-10	37	16	designed	design	VERB
bioscience-10	37	17	for	for	ADP
bioscience-10	37	18	undergraduate	undergraduate	ADJ
bioscience-10	37	19	students	student	NOUN
bioscience-10	37	20	in	in	ADP
bioscience-10	37	21	colleges	college	NOUN
bioscience-10	37	22	that	that	PRON
bioscience-10	37	23	provide	provide	VERB
bioscience-10	37	24	only	only	ADV
bioscience-10	37	25	one	one	NUM
bioscience-10	37	26	field	field	NOUN
bioscience-10	37	27	required	require	VERB
bioscience-10	37	28	for	for	ADP
bioscience-10	37	29	bioinformatics	bioinformatics	NOUN
bioscience-10	37	30	.	.	PUNCT
bioscience-10	38	1	these	these	DET
bioscience-10	38	2	programs	program	NOUN
bioscience-10	38	3	address	address	VERB
bioscience-10	38	4	these	these	DET
bioscience-10	38	5	issues	issue	NOUN
bioscience-10	38	6	by	by	ADP
bioscience-10	38	7	borrowing	borrow	VERB
bioscience-10	38	8	a	a	DET
bioscience-10	38	9	few	few	ADJ
bioscience-10	38	10	courses	course	NOUN
bioscience-10	38	11	from	from	ADP
bioscience-10	38	12	other	other	ADJ
bioscience-10	38	13	colleges	college	NOUN
bioscience-10	38	14	,	,	PUNCT
bioscience-10	38	15	for	for	ADP
bioscience-10	38	16	example	example	NOUN
bioscience-10	38	17	,	,	PUNCT
bioscience-10	38	18	when	when	SCONJ
bioscience-10	38	19	bioinformatics	bioinformatics	NOUN
bioscience-10	38	20	programs	program	NOUN
bioscience-10	38	21	are	be	AUX
bioscience-10	38	22	embraced	embrace	VERB
bioscience-10	38	23	by	by	ADP
bioscience-10	38	24	computer	computer	NOUN
bioscience-10	38	25	science	science	NOUN
bioscience-10	38	26	colleges	college	NOUN
bioscience-10	38	27	,	,	PUNCT
bioscience-10	38	28	students	student	NOUN
bioscience-10	38	29	are	be	AUX
bioscience-10	38	30	expected	expect	VERB
bioscience-10	38	31	to	to	PART
bioscience-10	38	32	pursue	pursue	VERB
bioscience-10	38	33	a	a	DET
bioscience-10	38	34	few	few	ADJ
bioscience-10	38	35	courses	course	NOUN
bioscience-10	38	36	in	in	ADP
bioscience-10	38	37	biology	biology	NOUN
bioscience-10	38	38	in	in	ADP
bioscience-10	38	39	science	science	NOUN
bioscience-10	38	40	or	or	CCONJ
bioscience-10	38	41	agriculture	agriculture	NOUN
bioscience-10	38	42	colleges	college	NOUN
bioscience-10	38	43	.	.	PUNCT
bioscience-10	39	1	these	these	DET
bioscience-10	39	2	courses	course	NOUN
bioscience-10	39	3	could	could	AUX
bioscience-10	39	4	take	take	VERB
bioscience-10	39	5	place	place	NOUN
bioscience-10	39	6	in	in	ADP
bioscience-10	39	7	the	the	DET
bioscience-10	39	8	second	second	ADJ
bioscience-10	39	9	or	or	CCONJ
bioscience-10	39	10	last	last	ADJ
bioscience-10	39	11	years	year	NOUN
bioscience-10	39	12	,	,	PUNCT
bioscience-10	39	13	and	and	CCONJ
bioscience-10	39	14	could	could	AUX
bioscience-10	39	15	be	be	AUX
bioscience-10	39	16	acquired	acquire	VERB
bioscience-10	39	17	in	in	ADP
bioscience-10	39	18	the	the	DET
bioscience-10	39	19	worst	bad	ADJ
bioscience-10	39	20	situations	situation	NOUN
bioscience-10	39	21	a	a	DET
bioscience-10	39	22	few	few	ADJ
bioscience-10	39	23	weeks	week	NOUN
bioscience-10	39	24	before	before	ADP
bioscience-10	39	25	graduation	graduation	NOUN
bioscience-10	39	26	.	.	PUNCT
bioscience-10	40	1	this	this	DET
bioscience-10	40	2	system	system	NOUN
bioscience-10	40	3	creates	create	VERB
bioscience-10	40	4	a	a	DET
bioscience-10	40	5	gap	gap	NOUN
bioscience-10	40	6	in	in	ADP
bioscience-10	40	7	the	the	DET
bioscience-10	40	8	experience	experience	NOUN
bioscience-10	40	9	of	of	ADP
bioscience-10	40	10	the	the	DET
bioscience-10	40	11	participant	participant	NOUN
bioscience-10	40	12	,	,	PUNCT
bioscience-10	40	13	a	a	DET
bioscience-10	40	14	hole	hole	NOUN
bioscience-10	40	15	that	that	PRON
bioscience-10	40	16	must	must	AUX
bioscience-10	40	17	be	be	AUX
bioscience-10	40	18	filled	fill	VERB
bioscience-10	40	19	in	in	ADP
bioscience-10	40	20	the	the	DET
bioscience-10	40	21	next	next	ADJ
bioscience-10	40	22	few	few	ADJ
bioscience-10	40	23	years	year	NOUN
bioscience-10	40	24	of	of	ADP
bioscience-10	40	25	his	his	PRON
bioscience-10	40	26	life	life	NOUN
bioscience-10	40	27	as	as	ADP
bioscience-10	40	28	a	a	DET
bioscience-10	40	29	researcher	researcher	NOUN
bioscience-10	40	30	or	or	CCONJ
bioscience-10	40	31	even	even	ADV
bioscience-10	40	32	as	as	ADP
bioscience-10	40	33	an	an	DET
bioscience-10	40	34	employee	employee	NOUN
bioscience-10	40	35	.	.	PUNCT
bioscience-10	41	1	beyond	beyond	ADP
bioscience-10	41	2	the	the	DET
bioscience-10	41	3	regular	regular	ADJ
bioscience-10	41	4	education	education	NOUN
bioscience-10	41	5	program	program	NOUN
bioscience-10	41	6	,	,	PUNCT
bioscience-10	41	7	few	few	ADJ
bioscience-10	41	8	bioinformatics	bioinformatics	NOUN
bioscience-10	41	9	training	training	NOUN
bioscience-10	41	10	courses	course	NOUN
bioscience-10	41	11	are	be	AUX
bioscience-10	41	12	offered	offer	VERB
bioscience-10	41	13	and	and	CCONJ
bioscience-10	41	14	less	less	ADJ
bioscience-10	41	15	are	be	AUX
bioscience-10	41	16	affordable	affordable	ADJ
bioscience-10	41	17	to	to	ADP
bioscience-10	41	18	fresh	fresh	ADJ
bioscience-10	41	19	graduates	graduate	NOUN
bioscience-10	41	20	in	in	ADP
bioscience-10	41	21	countries	country	NOUN
bioscience-10	41	22	most	most	ADJ
bioscience-10	41	23	of	of	ADP
bioscience-10	41	24	which	which	PRON
bioscience-10	41	25	are	be	AUX
bioscience-10	41	26	classified	classify	VERB
bioscience-10	41	27	as	as	ADP
bioscience-10	41	28	developing	develop	VERB
bioscience-10	41	29	countries	country	NOUN
bioscience-10	41	30	.	.	PUNCT
bioscience-10	42	1	the	the	DET
bioscience-10	42	2	high	high	ADJ
bioscience-10	42	3	cost	cost	NOUN
bioscience-10	42	4	of	of	ADP
bioscience-10	42	5	training	training	NOUN
bioscience-10	42	6	,	,	PUNCT
bioscience-10	42	7	confusing	confuse	VERB
bioscience-10	42	8	education	education	NOUN
bioscience-10	42	9	systems	system	NOUN
bioscience-10	42	10	and	and	CCONJ
bioscience-10	42	11	the	the	DET
bioscience-10	42	12	complexity	complexity	NOUN
bioscience-10	42	13	of	of	ADP
bioscience-10	42	14	bioinformatics	bioinformatics	NOUN
bioscience-10	42	15	science	science	NOUN
bioscience-10	42	16	has	have	AUX
bioscience-10	42	17	made	make	VERB
bioscience-10	42	18	it	it	PRON
bioscience-10	42	19	very	very	ADV
bioscience-10	42	20	difficult	difficult	ADJ
bioscience-10	42	21	to	to	PART
bioscience-10	42	22	teach	teach	VERB
bioscience-10	42	23	and	and	CCONJ
bioscience-10	42	24	more	more	ADV
bioscience-10	42	25	difficult	difficult	ADJ
bioscience-10	42	26	to	to	PART
bioscience-10	42	27	study	study	VERB
bioscience-10	42	28	in	in	ADP
bioscience-10	42	29	arab	arab	ADJ
bioscience-10	42	30	countries	country	NOUN
bioscience-10	42	31	.	.	PUNCT
bioscience-10	43	1	inducing	induce	VERB
bioscience-10	43	2	bioinformatics	bioinformatics	NOUN
bioscience-10	43	3	education	education	NOUN
bioscience-10	43	4	systems	system	NOUN
bioscience-10	43	5	to	to	PART
bioscience-10	43	6	move	move	VERB
bioscience-10	43	7	slowly	slowly	ADV
bioscience-10	43	8	toward	toward	ADP
bioscience-10	43	9	improving	improve	VERB
bioscience-10	43	10	the	the	DET
bioscience-10	43	11	quality	quality	NOUN
bioscience-10	43	12	of	of	ADP
bioscience-10	43	13	life	life	NOUN
bioscience-10	43	14	of	of	ADP
bioscience-10	43	15	arab	arab	ADJ
bioscience-10	43	16	residents	resident	NOUN
bioscience-10	43	17	and	and	CCONJ
bioscience-10	43	18	addressing	address	VERB
bioscience-10	43	19	crucial	crucial	ADJ
bioscience-10	43	20	food	food	NOUN
bioscience-10	43	21	and	and	CCONJ
bioscience-10	43	22	drug	drug	NOUN
bioscience-10	43	23	issues	issue	NOUN
bioscience-10	43	24	.	.	PUNCT
bioscience-10	44	1	this	this	DET
bioscience-10	44	2	review	review	NOUN
bioscience-10	44	3	is	be	AUX
bioscience-10	44	4	written	write	VERB
bioscience-10	44	5	in	in	ADP
bioscience-10	44	6	order	order	NOUN
bioscience-10	44	7	to	to	PART
bioscience-10	44	8	offer	offer	VERB
bioscience-10	44	9	possible	possible	ADJ
bioscience-10	44	10	solutions	solution	NOUN
bioscience-10	44	11	to	to	ADP
bioscience-10	44	12	most	most	ADJ
bioscience-10	44	13	of	of	ADP
bioscience-10	44	14	these	these	DET
bioscience-10	44	15	issues	issue	NOUN
bioscience-10	44	16	and	and	CCONJ
bioscience-10	44	17	to	to	PART
bioscience-10	44	18	guide	guide	VERB
bioscience-10	44	19	future	future	ADJ
bioscience-10	44	20	arab	arab	ADJ
bioscience-10	44	21	bioinformaticians	bioinformatician	NOUN
bioscience-10	44	22	throughout	throughout	ADP
bioscience-10	44	23	the	the	DET
bioscience-10	44	24	best	good	ADJ
bioscience-10	44	25	methods	method	NOUN
bioscience-10	44	26	to	to	PART
bioscience-10	44	27	study	study	VERB
bioscience-10	44	28	bioinformatics	bioinformatic	NOUN
bioscience-10	44	29	in	in	ADP
bioscience-10	44	30	a	a	DET
bioscience-10	44	31	way	way	NOUN
bioscience-10	44	32	that	that	PRON
bioscience-10	44	33	fits	fit	VERB
bioscience-10	44	34	our	our	PRON
bioscience-10	44	35	social	social	ADJ
bioscience-10	44	36	,	,	PUNCT
bioscience-10	44	37	financial	financial	ADJ
bioscience-10	44	38	and	and	CCONJ
bioscience-10	44	39	academic	academic	ADJ
bioscience-10	44	40	circumstances	circumstance	NOUN
bioscience-10	44	41	.	.	PUNCT
bioscience-10	45	1	it	it	PRON
bioscience-10	45	2	also	also	ADV
bioscience-10	45	3	addresses	address	VERB
bioscience-10	45	4	the	the	DET
bioscience-10	45	5	key	key	ADJ
bioscience-10	45	6	aspects	aspect	NOUN
bioscience-10	45	7	that	that	PRON
bioscience-10	45	8	the	the	DET
bioscience-10	45	9	bioinformatician	bioinformatician	NOUN
bioscience-10	45	10	needs	need	VERB
bioscience-10	45	11	to	to	PART
bioscience-10	45	12	know	know	VERB
bioscience-10	45	13	about	about	ADP
bioscience-10	45	14	,	,	PUNCT
bioscience-10	45	15	such	such	ADJ
bioscience-10	45	16	as	as	ADP
bioscience-10	45	17	how	how	SCONJ
bioscience-10	45	18	to	to	PART
bioscience-10	45	19	begin	begin	VERB
bioscience-10	45	20	learning	learn	VERB
bioscience-10	45	21	the	the	DET
bioscience-10	45	22	basic	basic	ADJ
bioscience-10	45	23	knowledge	knowledge	NOUN
bioscience-10	45	24	that	that	PRON
bioscience-10	45	25	needs	need	VERB
bioscience-10	45	26	to	to	PART
bioscience-10	45	27	be	be	AUX
bioscience-10	45	28	learned	learn	VERB
bioscience-10	45	29	,	,	PUNCT
bioscience-10	45	30	and	and	CCONJ
bioscience-10	45	31	how	how	SCONJ
bioscience-10	45	32	to	to	PART
bioscience-10	45	33	overcome	overcome	VERB
bioscience-10	45	34	some	some	PRON
bioscience-10	45	35	of	of	ADP
bioscience-10	45	36	the	the	DET
bioscience-10	45	37	social	social	ADJ
bioscience-10	45	38	issues	issue	NOUN
bioscience-10	45	39	faced	face	VERB
bioscience-10	45	40	by	by	ADP
bioscience-10	45	41	young	young	ADJ
bioscience-10	45	42	bioinformaticians	bioinformatician	NOUN
bioscience-10	45	43	.	.	PUNCT
bioscience-10	46	1	how	how	SCONJ
bioscience-10	46	2	to	to	PART
bioscience-10	46	3	get	get	AUX
bioscience-10	46	4	started	start	VERB
bioscience-10	46	5	in	in	ADP
bioscience-10	46	6	bioinformatics	bioinformatics	NOUN
bioscience-10	46	7	bioinformatics	bioinformatic	NOUN
bioscience-10	46	8	,	,	PUNCT
bioscience-10	46	9	as	as	SCONJ
bioscience-10	46	10	already	already	ADV
bioscience-10	46	11	stated	state	VERB
bioscience-10	46	12	,	,	PUNCT
bioscience-10	46	13	comprises	comprise	NOUN
bioscience-10	46	14	of	of	ADP
bioscience-10	46	15	three	three	NUM
bioscience-10	46	16	different	different	ADJ
bioscience-10	46	17	fields	field	NOUN
bioscience-10	46	18	:	:	PUNCT
bioscience-10	46	19	genetics	genetic	NOUN
bioscience-10	46	20	,	,	PUNCT
bioscience-10	46	21	computer	computer	NOUN
bioscience-10	46	22	science	science	NOUN
bioscience-10	46	23	and	and	CCONJ
bioscience-10	46	24	mathematics	mathematic	NOUN
bioscience-10	46	25	.	.	PUNCT
bioscience-10	47	1	the	the	DET
bioscience-10	47	2	purpose	purpose	NOUN
bioscience-10	47	3	of	of	ADP
bioscience-10	47	4	these	these	DET
bioscience-10	47	5	three	three	NUM
bioscience-10	47	6	domains	domain	NOUN
bioscience-10	47	7	is	be	AUX
bioscience-10	47	8	important	important	ADJ
bioscience-10	47	9	for	for	ADP
bioscience-10	47	10	the	the	DET
bioscience-10	47	11	organization	organization	NOUN
bioscience-10	47	12	,	,	PUNCT
bioscience-10	47	13	comprehension	comprehension	NOUN
bioscience-10	47	14	and	and	CCONJ
bioscience-10	47	15	interpretation	interpretation	NOUN
bioscience-10	47	16	of	of	ADP
bioscience-10	47	17	the	the	DET
bioscience-10	47	18	different	different	ADJ
bioscience-10	47	19	biological	biological	ADJ
bioscience-10	47	20	information	information	NOUN
bioscience-10	47	21	that	that	PRON
bioscience-10	47	22	bioinformatician	bioinformatician	NOUN
bioscience-10	47	23	handles	handle	VERB
bioscience-10	47	24	on	on	ADP
bioscience-10	47	25	a	a	DET
bioscience-10	47	26	daily	daily	ADJ
bioscience-10	47	27	basis	basis	NOUN
bioscience-10	47	28	.	.	PUNCT
bioscience-10	48	1	the	the	DET
bioscience-10	48	2	question	question	NOUN
bioscience-10	48	3	of	of	ADP
bioscience-10	48	4	studying	study	VERB
bioscience-10	48	5	these	these	DET
bioscience-10	48	6	three	three	NUM
bioscience-10	48	7	areas	area	NOUN
bioscience-10	48	8	is	be	AUX
bioscience-10	48	9	very	very	ADV
bioscience-10	48	10	difficult	difficult	ADJ
bioscience-10	48	11	and	and	CCONJ
bioscience-10	48	12	few	few	ADJ
bioscience-10	48	13	places	place	NOUN
bioscience-10	48	14	of	of	ADP
bioscience-10	48	15	education	education	NOUN
bioscience-10	48	16	provide	provide	VERB
bioscience-10	48	17	this	this	DET
bioscience-10	48	18	knowledge	knowledge	NOUN
bioscience-10	48	19	in	in	ADP
bioscience-10	48	20	one	one	NUM
bioscience-10	48	21	location	location	NOUN
bioscience-10	48	22	.	.	PUNCT
bioscience-10	49	1	you	you	PRON
bioscience-10	49	2	've	have	AUX
bioscience-10	49	3	certainly	certainly	ADV
bioscience-10	49	4	learned	learn	VERB
bioscience-10	49	5	the	the	DET
bioscience-10	49	6	fundamentals	fundamental	NOUN
bioscience-10	49	7	of	of	ADP
bioscience-10	49	8	one	one	NUM
bioscience-10	49	9	or	or	CCONJ
bioscience-10	49	10	two	two	NUM
bioscience-10	49	11	of	of	ADP
bioscience-10	49	12	these	these	DET
bioscience-10	49	13	areas	area	NOUN
bioscience-10	49	14	as	as	ADP
bioscience-10	49	15	biology	biology	NOUN
bioscience-10	49	16	,	,	PUNCT
bioscience-10	49	17	computer	computer	NOUN
bioscience-10	49	18	science	science	NOUN
bioscience-10	49	19	or	or	CCONJ
bioscience-10	49	20	mathematics	mathematic	NOUN
bioscience-10	49	21	graduate	graduate	NOUN
bioscience-10	49	22	,	,	PUNCT
bioscience-10	49	23	you	you	PRON
bioscience-10	49	24	only	only	ADV
bioscience-10	49	25	need	need	VERB
bioscience-10	49	26	one	one	NUM
bioscience-10	49	27	or	or	CCONJ
bioscience-10	49	28	two	two	NUM
bioscience-10	49	29	remaining	remain	VERB
bioscience-10	49	30	knowledge	knowledge	NOUN
bioscience-10	49	31	to	to	PART
bioscience-10	49	32	become	become	VERB
bioscience-10	49	33	a	a	DET
bioscience-10	49	34	bioinformatician	bioinformatician	NOUN
bioscience-10	49	35	.	.	PUNCT
bioscience-10	50	1	as	as	SCONJ
bioscience-10	50	2	you	you	PRON
bioscience-10	50	3	begin	begin	VERB
bioscience-10	50	4	to	to	PART
bioscience-10	50	5	learn	learn	VERB
bioscience-10	50	6	,	,	PUNCT
bioscience-10	50	7	my	my	PRON
bioscience-10	50	8	tips	tip	NOUN
bioscience-10	50	9	are	be	AUX
bioscience-10	50	10	:	:	PUNCT
bioscience-10	50	11	1	1	X
bioscience-10	50	12	)	)	PUNCT
bioscience-10	50	13	learn	learn	VERB
bioscience-10	50	14	the	the	DET
bioscience-10	50	15	basics	basic	NOUN
bioscience-10	50	16	,	,	PUNCT
bioscience-10	50	17	and	and	CCONJ
bioscience-10	50	18	then	then	ADV
bioscience-10	50	19	you	you	PRON
bioscience-10	50	20	will	will	AUX
bioscience-10	50	21	know	know	VERB
bioscience-10	50	22	where	where	SCONJ
bioscience-10	50	23	to	to	PART
bioscience-10	50	24	go	go	VERB
bioscience-10	50	25	next	next	ADV
bioscience-10	50	26	.	.	PUNCT
bioscience-10	51	1	the	the	DET
bioscience-10	51	2	art	art	NOUN
bioscience-10	51	3	of	of	ADP
bioscience-10	51	4	bioinformatics	bioinformatics	NOUN
bioscience-10	51	5	learning	learn	VERB
bioscience-10	51	6	in	in	ADP
bioscience-10	51	7	our	our	PRON
bioscience-10	51	8	arabic	arabic	ADJ
bioscience-10	51	9	world	world	NOUN
bioscience-10	51	10	highlights	highlight	NOUN
bioscience-10	51	11	in	in	ADP
bioscience-10	51	12	bioscience	bioscience	NOUN
bioscience-10	51	13	doi	doi	NOUN
bioscience-10	51	14	:	:	PUNCT
bioscience-10	51	15	10.36462	10.36462	NUM
bioscience-10	51	16	/	/	SYM
bioscience-10	51	17	h.biosci.20193	h.biosci.20193	NOUN
bioscience-10	51	18	october	october	PROPN
bioscience-10	51	19	2019	2019	NUM
bioscience-10	51	20	|	|	ADV
bioscience-10	51	21	volume2	volume2	ADJ
bioscience-10	51	22	http://highlightsin.org/index.php/bioscience/	http://highlightsin.org/index.php/bioscience/	VERB
bioscience-10	51	23	page	page	NOUN
bioscience-10	51	24	3	3	NUM
bioscience-10	51	25	of	of	ADP
bioscience-10	51	26	10	10	NUM
bioscience-10	51	27	2	2	NUM
bioscience-10	51	28	)	)	PUNCT
bioscience-10	51	29	this	this	PRON
bioscience-10	51	30	is	be	AUX
bioscience-10	51	31	about	about	ADP
bioscience-10	51	32	knowledge	knowledge	NOUN
bioscience-10	51	33	,	,	PUNCT
bioscience-10	51	34	not	not	PART
bioscience-10	51	35	certification	certification	NOUN
bioscience-10	51	36	;	;	PUNCT
bioscience-10	51	37	certification	certification	NOUN
bioscience-10	51	38	will	will	AUX
bioscience-10	51	39	not	not	PART
bioscience-10	51	40	indicate	indicate	VERB
bioscience-10	51	41	that	that	SCONJ
bioscience-10	51	42	an	an	DET
bioscience-10	51	43	individual	individual	NOUN
bioscience-10	51	44	has	have	VERB
bioscience-10	51	45	adequate	adequate	ADJ
bioscience-10	51	46	knowledge	knowledge	NOUN
bioscience-10	51	47	of	of	ADP
bioscience-10	51	48	the	the	DET
bioscience-10	51	49	subject	subject	ADJ
bioscience-10	51	50	area	area	NOUN
bioscience-10	51	51	.	.	PUNCT
bioscience-10	52	1	arab	arab	ADJ
bioscience-10	52	2	bioinformatics	bioinformatics	PROPN
bioscience-10	52	3	students	student	NOUN
bioscience-10	52	4	are	be	AUX
bioscience-10	52	5	more	more	ADV
bioscience-10	52	6	worried	worried	ADJ
bioscience-10	52	7	about	about	ADP
bioscience-10	52	8	the	the	DET
bioscience-10	52	9	credential	credential	NOUN
bioscience-10	52	10	than	than	SCONJ
bioscience-10	52	11	they	they	PRON
bioscience-10	52	12	are	be	AUX
bioscience-10	52	13	about	about	ADP
bioscience-10	52	14	the	the	DET
bioscience-10	52	15	skills	skill	NOUN
bioscience-10	52	16	they	they	PRON
bioscience-10	52	17	need	need	VERB
bioscience-10	52	18	to	to	PART
bioscience-10	52	19	acquire	acquire	VERB
bioscience-10	52	20	.	.	PUNCT
bioscience-10	53	1	3	3	X
bioscience-10	53	2	)	)	PUNCT
bioscience-10	53	3	take	take	VERB
bioscience-10	53	4	what	what	PRON
bioscience-10	53	5	you	you	PRON
bioscience-10	53	6	need	need	VERB
bioscience-10	53	7	through	through	ADP
bioscience-10	53	8	free	free	ADJ
bioscience-10	53	9	learning	learning	NOUN
bioscience-10	53	10	;	;	PUNCT
bioscience-10	53	11	this	this	PRON
bioscience-10	53	12	is	be	AUX
bioscience-10	53	13	your	your	PRON
bioscience-10	53	14	university	university	NOUN
bioscience-10	53	15	and	and	CCONJ
bioscience-10	53	16	your	your	PRON
bioscience-10	53	17	home	home	NOUN
bioscience-10	53	18	,	,	PUNCT
bioscience-10	53	19	attend	attend	VERB
bioscience-10	53	20	those	those	DET
bioscience-10	53	21	classes	class	NOUN
bioscience-10	53	22	you	you	PRON
bioscience-10	53	23	need	need	VERB
bioscience-10	53	24	to	to	PART
bioscience-10	53	25	learn	learn	VERB
bioscience-10	53	26	,	,	PUNCT
bioscience-10	53	27	even	even	ADV
bioscience-10	53	28	if	if	SCONJ
bioscience-10	53	29	it	it	PRON
bioscience-10	53	30	is	be	AUX
bioscience-10	53	31	not	not	PART
bioscience-10	53	32	your	your	PRON
bioscience-10	53	33	college	college	NOUN
bioscience-10	53	34	.	.	PUNCT
bioscience-10	54	1	many	many	ADJ
bioscience-10	54	2	students	student	NOUN
bioscience-10	54	3	overlook	overlook	VERB
bioscience-10	54	4	the	the	DET
bioscience-10	54	5	fact	fact	NOUN
bioscience-10	54	6	that	that	SCONJ
bioscience-10	54	7	most	most	ADJ
bioscience-10	54	8	university	university	NOUN
bioscience-10	54	9	lectures	lecture	NOUN
bioscience-10	54	10	are	be	AUX
bioscience-10	54	11	not	not	PART
bioscience-10	54	12	closed	close	VERB
bioscience-10	54	13	to	to	ADP
bioscience-10	54	14	free	free	ADJ
bioscience-10	54	15	learners	learner	NOUN
bioscience-10	54	16	as	as	ADV
bioscience-10	54	17	long	long	ADV
bioscience-10	54	18	as	as	SCONJ
bioscience-10	54	19	they	they	PRON
bioscience-10	54	20	do	do	AUX
bioscience-10	54	21	not	not	PART
bioscience-10	54	22	need	need	VERB
bioscience-10	54	23	a	a	DET
bioscience-10	54	24	credential	credential	NOUN
bioscience-10	54	25	.	.	PUNCT
bioscience-10	55	1	4	4	X
bioscience-10	55	2	)	)	PUNCT
bioscience-10	55	3	take	take	VERB
bioscience-10	55	4	a	a	DET
bioscience-10	55	5	basic	basic	ADJ
bioscience-10	55	6	course	course	NOUN
bioscience-10	55	7	;	;	PUNCT
bioscience-10	55	8	most	most	ADJ
bioscience-10	55	9	of	of	ADP
bioscience-10	55	10	the	the	DET
bioscience-10	55	11	basic	basic	ADJ
bioscience-10	55	12	courses	course	NOUN
bioscience-10	55	13	offered	offer	VERB
bioscience-10	55	14	in	in	ADP
bioscience-10	55	15	arabic	arabic	ADJ
bioscience-10	55	16	countries	country	NOUN
bioscience-10	55	17	cover	cover	VERB
bioscience-10	55	18	weak	weak	ADJ
bioscience-10	55	19	bioinformatics	bioinformatics	NOUN
bioscience-10	55	20	skills	skill	NOUN
bioscience-10	55	21	such	such	ADJ
bioscience-10	55	22	as	as	ADP
bioscience-10	55	23	primer	primer	NOUN
bioscience-10	55	24	design	design	NOUN
bioscience-10	55	25	,	,	PUNCT
bioscience-10	55	26	sequence	sequence	NOUN
bioscience-10	55	27	alignment	alignment	NOUN
bioscience-10	55	28	,	,	PUNCT
bioscience-10	55	29	ncbi	ncbi	PROPN
bioscience-10	55	30	software	software	PROPN
bioscience-10	55	31	and	and	CCONJ
bioscience-10	55	32	gene	gene	NOUN
bioscience-10	55	33	annotation	annotation	NOUN
bioscience-10	55	34	using	use	VERB
bioscience-10	55	35	online	online	ADJ
bioscience-10	55	36	tools	tool	NOUN
bioscience-10	55	37	.	.	PUNCT
bioscience-10	56	1	you	you	PRON
bioscience-10	56	2	may	may	AUX
bioscience-10	56	3	take	take	VERB
bioscience-10	56	4	one	one	NUM
bioscience-10	56	5	basic	basic	ADJ
bioscience-10	56	6	course	course	NOUN
bioscience-10	56	7	if	if	SCONJ
bioscience-10	56	8	you	you	PRON
bioscience-10	56	9	do	do	AUX
bioscience-10	56	10	n't	not	PART
bioscience-10	56	11	understand	understand	VERB
bioscience-10	56	12	the	the	DET
bioscience-10	56	13	software	software	NOUN
bioscience-10	56	14	,	,	PUNCT
bioscience-10	56	15	as	as	ADV
bioscience-10	56	16	long	long	ADV
bioscience-10	56	17	as	as	SCONJ
bioscience-10	56	18	you	you	PRON
bioscience-10	56	19	do	do	AUX
bioscience-10	56	20	n't	not	PART
bioscience-10	56	21	repeat	repeat	VERB
bioscience-10	56	22	courses	course	NOUN
bioscience-10	56	23	with	with	ADP
bioscience-10	56	24	the	the	DET
bioscience-10	56	25	same	same	ADJ
bioscience-10	56	26	content	content	NOUN
bioscience-10	56	27	.	.	PUNCT
bioscience-10	57	1	5	5	X
bioscience-10	57	2	)	)	PUNCT
bioscience-10	57	3	ask	ask	VERB
bioscience-10	57	4	as	as	ADV
bioscience-10	57	5	much	much	ADV
bioscience-10	57	6	as	as	SCONJ
bioscience-10	57	7	you	you	PRON
bioscience-10	57	8	can	can	AUX
bioscience-10	57	9	;	;	PUNCT
bioscience-10	57	10	there	there	PRON
bioscience-10	57	11	are	be	VERB
bioscience-10	57	12	many	many	ADJ
bioscience-10	57	13	public	public	ADJ
bioscience-10	57	14	forums	forum	NOUN
bioscience-10	57	15	for	for	ADP
bioscience-10	57	16	bioinformaticians	bioinformatician	NOUN
bioscience-10	57	17	that	that	PRON
bioscience-10	57	18	offer	offer	VERB
bioscience-10	57	19	gatherings	gathering	NOUN
bioscience-10	57	20	across	across	ADP
bioscience-10	57	21	all	all	DET
bioscience-10	57	22	disciplines	discipline	NOUN
bioscience-10	57	23	such	such	ADJ
bioscience-10	57	24	as	as	ADP
bioscience-10	57	25	biology	biology	NOUN
bioscience-10	57	26	,	,	PUNCT
bioscience-10	57	27	mathematics	mathematic	NOUN
bioscience-10	57	28	,	,	PUNCT
bioscience-10	57	29	and	and	CCONJ
bioscience-10	57	30	computer	computer	NOUN
bioscience-10	57	31	science	science	NOUN
bioscience-10	57	32	,	,	PUNCT
bioscience-10	57	33	where	where	SCONJ
bioscience-10	57	34	you	you	PRON
bioscience-10	57	35	can	can	AUX
bioscience-10	57	36	ask	ask	VERB
bioscience-10	57	37	any	any	DET
bioscience-10	57	38	question	question	NOUN
bioscience-10	57	39	you	you	PRON
bioscience-10	57	40	want	want	VERB
bioscience-10	57	41	.	.	PUNCT
bioscience-10	58	1	6	6	NUM
bioscience-10	58	2	)	)	PUNCT
bioscience-10	58	3	engage	engage	VERB
bioscience-10	58	4	the	the	DET
bioscience-10	58	5	scientific	scientific	ADJ
bioscience-10	58	6	society	society	NOUN
bioscience-10	58	7	as	as	ADP
bioscience-10	58	8	a	a	DET
bioscience-10	58	9	free	free	ADJ
bioscience-10	58	10	bioinformatician	bioinformatician	NOUN
bioscience-10	58	11	;	;	PUNCT
bioscience-10	58	12	i	i	PRON
bioscience-10	58	13	know	know	VERB
bioscience-10	58	14	it	it	PRON
bioscience-10	58	15	's	be	AUX
bioscience-10	58	16	hard	hard	ADJ
bioscience-10	58	17	for	for	SCONJ
bioscience-10	58	18	some	some	DET
bioscience-10	58	19	arab	arab	ADJ
bioscience-10	58	20	students	student	NOUN
bioscience-10	58	21	to	to	PART
bioscience-10	58	22	work	work	VERB
bioscience-10	58	23	after	after	ADP
bioscience-10	58	24	graduation	graduation	NOUN
bioscience-10	58	25	for	for	ADP
bioscience-10	58	26	6	6	NUM
bioscience-10	58	27	-	-	SYM
bioscience-10	58	28	12	12	NUM
bioscience-10	58	29	months	month	NOUN
bioscience-10	58	30	without	without	ADP
bioscience-10	58	31	any	any	DET
bioscience-10	58	32	kind	kind	NOUN
bioscience-10	58	33	of	of	ADP
bioscience-10	58	34	support	support	NOUN
bioscience-10	58	35	.	.	PUNCT
bioscience-10	59	1	but	but	CCONJ
bioscience-10	59	2	it	it	PRON
bioscience-10	59	3	is	be	AUX
bioscience-10	59	4	about	about	ADP
bioscience-10	59	5	joining	join	VERB
bioscience-10	59	6	the	the	DET
bioscience-10	59	7	research	research	NOUN
bioscience-10	59	8	community	community	NOUN
bioscience-10	59	9	,	,	PUNCT
bioscience-10	59	10	learning	learn	VERB
bioscience-10	59	11	about	about	ADP
bioscience-10	59	12	the	the	DET
bioscience-10	59	13	issues	issue	NOUN
bioscience-10	59	14	they	they	PRON
bioscience-10	59	15	face	face	VERB
bioscience-10	59	16	and	and	CCONJ
bioscience-10	59	17	seeking	seek	VERB
bioscience-10	59	18	out	out	ADP
bioscience-10	59	19	how	how	SCONJ
bioscience-10	59	20	to	to	PART
bioscience-10	59	21	manage	manage	VERB
bioscience-10	59	22	it	it	PRON
bioscience-10	59	23	as	as	ADP
bioscience-10	59	24	a	a	DET
bioscience-10	59	25	bioinformatician	bioinformatician	NOUN
bioscience-10	59	26	.	.	PUNCT
bioscience-10	60	1	the	the	DET
bioscience-10	60	2	advantage	advantage	NOUN
bioscience-10	60	3	of	of	ADP
bioscience-10	60	4	this	this	PRON
bioscience-10	60	5	would	would	AUX
bioscience-10	60	6	be	be	AUX
bioscience-10	60	7	that	that	SCONJ
bioscience-10	60	8	,	,	PUNCT
bioscience-10	60	9	if	if	SCONJ
bioscience-10	60	10	they	they	PRON
bioscience-10	60	11	do	do	AUX
bioscience-10	60	12	n't	not	PART
bioscience-10	60	13	pay	pay	VERB
bioscience-10	60	14	they	they	PRON
bioscience-10	60	15	ca	can	AUX
bioscience-10	60	16	n't	not	PART
bioscience-10	60	17	control	control	VERB
bioscience-10	60	18	you	you	PRON
bioscience-10	60	19	.	.	PUNCT
bioscience-10	61	1	you	you	PRON
bioscience-10	61	2	can	can	AUX
bioscience-10	61	3	choose	choose	VERB
bioscience-10	61	4	to	to	PART
bioscience-10	61	5	work	work	VERB
bioscience-10	61	6	on	on	ADP
bioscience-10	61	7	any	any	DET
bioscience-10	61	8	type	type	NOUN
bioscience-10	61	9	of	of	ADP
bioscience-10	61	10	data	datum	NOUN
bioscience-10	61	11	without	without	ADP
bioscience-10	61	12	any	any	DET
bioscience-10	61	13	restrictions	restriction	NOUN
bioscience-10	61	14	,	,	PUNCT
bioscience-10	61	15	the	the	DET
bioscience-10	61	16	ability	ability	NOUN
bioscience-10	61	17	to	to	PART
bioscience-10	61	18	attend	attend	VERB
bioscience-10	61	19	any	any	DET
bioscience-10	61	20	class	class	NOUN
bioscience-10	61	21	outside	outside	ADP
bioscience-10	61	22	the	the	DET
bioscience-10	61	23	workplace	workplace	NOUN
bioscience-10	61	24	,	,	PUNCT
bioscience-10	61	25	and	and	CCONJ
bioscience-10	61	26	if	if	SCONJ
bioscience-10	61	27	there	there	PRON
bioscience-10	61	28	is	be	VERB
bioscience-10	61	29	any	any	DET
bioscience-10	61	30	other	other	ADJ
bioscience-10	61	31	work	work	NOUN
bioscience-10	61	32	opportunity	opportunity	NOUN
bioscience-10	61	33	you	you	PRON
bioscience-10	61	34	can	can	AUX
bioscience-10	61	35	apply	apply	VERB
bioscience-10	61	36	.	.	PUNCT
bioscience-10	62	1	in	in	ADP
bioscience-10	62	2	fact	fact	NOUN
bioscience-10	62	3	,	,	PUNCT
bioscience-10	62	4	you	you	PRON
bioscience-10	62	5	should	should	AUX
bioscience-10	62	6	have	have	VERB
bioscience-10	62	7	a	a	DET
bioscience-10	62	8	certificate	certificate	NOUN
bioscience-10	62	9	of	of	ADP
bioscience-10	62	10	work	work	NOUN
bioscience-10	62	11	experience	experience	NOUN
bioscience-10	62	12	and	and	CCONJ
bioscience-10	62	13	my	my	PRON
bioscience-10	62	14	recommendation	recommendation	NOUN
bioscience-10	62	15	is	be	AUX
bioscience-10	62	16	to	to	PART
bioscience-10	62	17	look	look	VERB
bioscience-10	62	18	elsewhere	elsewhere	ADV
bioscience-10	62	19	if	if	SCONJ
bioscience-10	62	20	they	they	PRON
bioscience-10	62	21	do	do	AUX
bioscience-10	62	22	n't	not	PART
bioscience-10	62	23	offer	offer	VERB
bioscience-10	62	24	you	you	PRON
bioscience-10	62	25	such	such	DET
bioscience-10	62	26	a	a	DET
bioscience-10	62	27	credential	credential	NOUN
bioscience-10	62	28	.	.	PUNCT
bioscience-10	63	1	taking	take	VERB
bioscience-10	63	2	in	in	ADP
bioscience-10	63	3	advantage	advantage	NOUN
bioscience-10	63	4	that	that	SCONJ
bioscience-10	63	5	,	,	PUNCT
bioscience-10	63	6	most	most	ADJ
bioscience-10	63	7	of	of	ADP
bioscience-10	63	8	the	the	DET
bioscience-10	63	9	scientific	scientific	ADJ
bioscience-10	63	10	institutions	institution	NOUN
bioscience-10	63	11	in	in	ADP
bioscience-10	63	12	arabic	arabic	ADJ
bioscience-10	63	13	world	world	NOUN
bioscience-10	63	14	can	can	AUX
bioscience-10	63	15	not	not	PART
bioscience-10	63	16	offer	offer	VERB
bioscience-10	63	17	payment	payment	NOUN
bioscience-10	63	18	for	for	ADP
bioscience-10	63	19	fresh	fresh	ADJ
bioscience-10	63	20	graduates	graduate	NOUN
bioscience-10	63	21	and	and	CCONJ
bioscience-10	63	22	they	they	PRON
bioscience-10	63	23	have	have	VERB
bioscience-10	63	24	limited	limit	VERB
bioscience-10	63	25	funding	funding	NOUN
bioscience-10	63	26	,	,	PUNCT
bioscience-10	63	27	which	which	PRON
bioscience-10	63	28	made	make	VERB
bioscience-10	63	29	them	they	PRON
bioscience-10	63	30	in	in	ADP
bioscience-10	63	31	a	a	DET
bioscience-10	63	32	big	big	ADJ
bioscience-10	63	33	need	need	NOUN
bioscience-10	63	34	for	for	ADP
bioscience-10	63	35	graduates	graduate	NOUN
bioscience-10	63	36	who	who	PRON
bioscience-10	63	37	do	do	AUX
bioscience-10	63	38	not	not	PART
bioscience-10	63	39	ask	ask	VERB
bioscience-10	63	40	for	for	ADP
bioscience-10	63	41	payment	payment	NOUN
bioscience-10	63	42	.	.	PUNCT
bioscience-10	64	1	7	7	X
bioscience-10	64	2	)	)	PUNCT
bioscience-10	64	3	read	read	VERB
bioscience-10	64	4	even	even	ADV
bioscience-10	64	5	when	when	SCONJ
bioscience-10	64	6	it	it	PRON
bioscience-10	64	7	is	be	AUX
bioscience-10	64	8	difficult	difficult	ADJ
bioscience-10	64	9	to	to	PART
bioscience-10	64	10	understand	understand	VERB
bioscience-10	64	11	;	;	PUNCT
bioscience-10	64	12	bioinformatics	bioinformatics	NOUN
bioscience-10	64	13	is	be	AUX
bioscience-10	64	14	a	a	DET
bioscience-10	64	15	science	science	NOUN
bioscience-10	64	16	that	that	PRON
bioscience-10	64	17	is	be	AUX
bioscience-10	64	18	changing	change	VERB
bioscience-10	64	19	every	every	DET
bioscience-10	64	20	day	day	NOUN
bioscience-10	64	21	and	and	CCONJ
bioscience-10	64	22	few	few	ADJ
bioscience-10	64	23	textbooks	textbook	NOUN
bioscience-10	64	24	will	will	AUX
bioscience-10	64	25	cover	cover	VERB
bioscience-10	64	26	all	all	PRON
bioscience-10	64	27	of	of	ADP
bioscience-10	64	28	its	its	PRON
bioscience-10	64	29	aspects	aspect	NOUN
bioscience-10	64	30	so	so	SCONJ
bioscience-10	64	31	you	you	PRON
bioscience-10	64	32	need	need	VERB
bioscience-10	64	33	to	to	PART
bioscience-10	64	34	keep	keep	VERB
bioscience-10	64	35	reading	read	VERB
bioscience-10	64	36	.	.	PUNCT
bioscience-10	65	1	that	that	SCONJ
bioscience-10	65	2	you	you	PRON
bioscience-10	65	3	will	will	AUX
bioscience-10	65	4	be	be	AUX
bioscience-10	65	5	able	able	ADJ
bioscience-10	65	6	to	to	PART
bioscience-10	65	7	understand	understand	VERB
bioscience-10	65	8	a	a	DET
bioscience-10	65	9	few	few	ADJ
bioscience-10	65	10	more	more	ADJ
bioscience-10	65	11	every	every	DET
bioscience-10	65	12	time	time	NOUN
bioscience-10	65	13	you	you	PRON
bioscience-10	65	14	start	start	VERB
bioscience-10	65	15	reading	read	VERB
bioscience-10	65	16	new	new	ADJ
bioscience-10	65	17	research	research	NOUN
bioscience-10	65	18	,	,	PUNCT
bioscience-10	65	19	finally	finally	ADV
bioscience-10	65	20	you	you	PRON
bioscience-10	65	21	will	will	AUX
bioscience-10	65	22	get	get	VERB
bioscience-10	65	23	a	a	DET
bioscience-10	65	24	clear	clear	ADJ
bioscience-10	65	25	understanding	understanding	NOUN
bioscience-10	65	26	of	of	ADP
bioscience-10	65	27	most	most	ADJ
bioscience-10	65	28	of	of	ADP
bioscience-10	65	29	these	these	DET
bioscience-10	65	30	articles	article	NOUN
bioscience-10	65	31	.	.	PUNCT
bioscience-10	66	1	while	while	SCONJ
bioscience-10	66	2	you	you	PRON
bioscience-10	66	3	're	be	AUX
bioscience-10	66	4	reading	read	VERB
bioscience-10	66	5	,	,	PUNCT
bioscience-10	66	6	take	take	VERB
bioscience-10	66	7	care	care	NOUN
bioscience-10	66	8	of	of	ADP
bioscience-10	66	9	the	the	DET
bioscience-10	66	10	software	software	NOUN
bioscience-10	66	11	that	that	PRON
bioscience-10	66	12	they	they	PRON
bioscience-10	66	13	have	have	AUX
bioscience-10	66	14	used	use	VERB
bioscience-10	66	15	and	and	CCONJ
bioscience-10	66	16	try	try	VERB
bioscience-10	66	17	to	to	PART
bioscience-10	66	18	run	run	VERB
bioscience-10	66	19	it	it	PRON
bioscience-10	66	20	using	use	VERB
bioscience-10	66	21	sample	sample	NOUN
bioscience-10	66	22	data	datum	NOUN
bioscience-10	66	23	.	.	PUNCT
bioscience-10	67	1	supplementary	supplementary	ADJ
bioscience-10	67	2	1	1	NUM
bioscience-10	67	3	contains	contain	VERB
bioscience-10	67	4	some	some	DET
bioscience-10	67	5	simple	simple	ADJ
bioscience-10	67	6	articles	article	NOUN
bioscience-10	67	7	and	and	CCONJ
bioscience-10	67	8	reviews	review	NOUN
bioscience-10	67	9	you	you	PRON
bioscience-10	67	10	can	can	AUX
bioscience-10	67	11	start	start	VERB
bioscience-10	67	12	with	with	ADP
bioscience-10	67	13	.	.	PUNCT
bioscience-10	67	14	8)	8)	NUM
bioscience-10	67	15	self	self	NOUN
bioscience-10	67	16	-	-	PUNCT
bioscience-10	67	17	learning	learning	NOUN
bioscience-10	67	18	is	be	AUX
bioscience-10	67	19	not	not	PART
bioscience-10	67	20	the	the	DET
bioscience-10	67	21	full	full	ADJ
bioscience-10	67	22	answer	answer	NOUN
bioscience-10	67	23	;	;	PUNCT
bioscience-10	67	24	while	while	SCONJ
bioscience-10	67	25	self	self	NOUN
bioscience-10	67	26	-	-	PUNCT
bioscience-10	67	27	learning	learning	NOUN
bioscience-10	67	28	through	through	ADP
bioscience-10	67	29	online	online	ADJ
bioscience-10	67	30	resources	resource	NOUN
bioscience-10	67	31	such	such	ADJ
bioscience-10	67	32	as	as	ADP
bioscience-10	67	33	youtube	youtube	NOUN
bioscience-10	67	34	(	(	PUNCT
bioscience-10	67	35	15	15	NUM
bioscience-10	67	36	)	)	PUNCT
bioscience-10	67	37	and	and	CCONJ
bioscience-10	67	38	academia	academia	NOUN
bioscience-10	67	39	(	(	PUNCT
bioscience-10	67	40	16	16	NUM
bioscience-10	67	41	)	)	PUNCT
bioscience-10	67	42	is	be	AUX
bioscience-10	67	43	very	very	ADV
bioscience-10	67	44	helpful	helpful	ADJ
bioscience-10	67	45	in	in	ADP
bioscience-10	67	46	expanding	expand	VERB
bioscience-10	67	47	your	your	PRON
bioscience-10	67	48	knowledge	knowledge	NOUN
bioscience-10	67	49	,	,	PUNCT
bioscience-10	67	50	you	you	PRON
bioscience-10	67	51	need	need	VERB
bioscience-10	67	52	to	to	PART
bioscience-10	67	53	deal	deal	VERB
bioscience-10	67	54	with	with	ADP
bioscience-10	67	55	real	real	ADJ
bioscience-10	67	56	problems	problem	NOUN
bioscience-10	67	57	by	by	ADP
bioscience-10	67	58	hand	hand	NOUN
bioscience-10	67	59	in	in	ADP
bioscience-10	67	60	order	order	NOUN
bioscience-10	67	61	to	to	PART
bioscience-10	67	62	sharpen	sharpen	VERB
bioscience-10	67	63	your	your	PRON
bioscience-10	67	64	abilities	ability	NOUN
bioscience-10	67	65	,	,	PUNCT
bioscience-10	67	66	and	and	CCONJ
bioscience-10	67	67	this	this	PRON
bioscience-10	67	68	will	will	AUX
bioscience-10	67	69	not	not	PART
bioscience-10	67	70	happen	happen	VERB
bioscience-10	67	71	without	without	ADP
bioscience-10	67	72	joining	join	VERB
bioscience-10	67	73	a	a	DET
bioscience-10	67	74	scientific	scientific	ADJ
bioscience-10	67	75	group	group	NOUN
bioscience-10	67	76	.	.	PUNCT
bioscience-10	68	1	9	9	NUM
bioscience-10	68	2	)	)	PUNCT
bioscience-10	68	3	the	the	DET
bioscience-10	68	4	way	way	NOUN
bioscience-10	68	5	to	to	PART
bioscience-10	68	6	learn	learn	VERB
bioscience-10	68	7	more	more	ADJ
bioscience-10	68	8	is	be	AUX
bioscience-10	68	9	to	to	PART
bioscience-10	68	10	teach	teach	VERB
bioscience-10	68	11	others	other	NOUN
bioscience-10	68	12	;	;	PUNCT
bioscience-10	68	13	passing	pass	VERB
bioscience-10	68	14	bioinformatics	bioinformatics	NOUN
bioscience-10	68	15	skills	skill	NOUN
bioscience-10	68	16	to	to	ADP
bioscience-10	68	17	others	other	NOUN
bioscience-10	68	18	would	would	AUX
bioscience-10	68	19	open	open	VERB
bioscience-10	68	20	your	your	PRON
bioscience-10	68	21	eyes	eye	NOUN
bioscience-10	68	22	to	to	ADP
bioscience-10	68	23	different	different	ADJ
bioscience-10	68	24	applications	application	NOUN
bioscience-10	68	25	of	of	ADP
bioscience-10	68	26	the	the	DET
bioscience-10	68	27	same	same	ADJ
bioscience-10	68	28	tools	tool	NOUN
bioscience-10	68	29	and	and	CCONJ
bioscience-10	68	30	knowledge	knowledge	NOUN
bioscience-10	68	31	gaps	gap	NOUN
bioscience-10	68	32	,	,	PUNCT
bioscience-10	68	33	granting	grant	VERB
bioscience-10	68	34	you	you	PRON
bioscience-10	68	35	more	more	ADJ
bioscience-10	68	36	opportunities	opportunity	NOUN
bioscience-10	68	37	in	in	ADP
bioscience-10	68	38	the	the	DET
bioscience-10	68	39	near	near	ADJ
bioscience-10	68	40	future	future	NOUN
bioscience-10	68	41	.	.	PUNCT
bioscience-10	69	1	operating	operate	VERB
bioscience-10	69	2	systems	system	NOUN
bioscience-10	69	3	and	and	CCONJ
bioscience-10	69	4	bioinformatics	bioinformatics	NOUN
bioscience-10	69	5	although	although	SCONJ
bioscience-10	69	6	most	most	ADJ
bioscience-10	69	7	of	of	ADP
bioscience-10	69	8	the	the	DET
bioscience-10	69	9	bioinformatics	bioinformatics	NOUN
bioscience-10	69	10	courses	course	NOUN
bioscience-10	69	11	are	be	AUX
bioscience-10	69	12	interested	interested	ADJ
bioscience-10	69	13	in	in	ADP
bioscience-10	69	14	teaching	teach	VERB
bioscience-10	69	15	software	software	NOUN
bioscience-10	69	16	,	,	PUNCT
bioscience-10	69	17	i	i	PRON
bioscience-10	69	18	would	would	AUX
bioscience-10	69	19	suggest	suggest	VERB
bioscience-10	69	20	that	that	SCONJ
bioscience-10	69	21	it	it	PRON
bioscience-10	69	22	is	be	AUX
bioscience-10	69	23	not	not	PART
bioscience-10	69	24	more	more	ADJ
bioscience-10	69	25	about	about	ADP
bioscience-10	69	26	the	the	DET
bioscience-10	69	27	tool	tool	NOUN
bioscience-10	69	28	than	than	ADP
bioscience-10	69	29	the	the	DET
bioscience-10	69	30	environment	environment	NOUN
bioscience-10	69	31	in	in	ADP
bioscience-10	69	32	which	which	PRON
bioscience-10	69	33	you	you	PRON
bioscience-10	69	34	operate	operate	VERB
bioscience-10	69	35	.	.	PUNCT
bioscience-10	70	1	many	many	ADJ
bioscience-10	70	2	scientists	scientist	NOUN
bioscience-10	70	3	in	in	ADP
bioscience-10	70	4	our	our	PRON
bioscience-10	70	5	arabic	arabic	ADJ
bioscience-10	70	6	world	world	NOUN
bioscience-10	70	7	use	use	VERB
bioscience-10	70	8	the	the	DET
bioscience-10	70	9	microsoft	microsoft	PROPN
bioscience-10	70	10	windows	windows	PROPN
bioscience-10	70	11	operating	operating	NOUN
bioscience-10	70	12	system	system	NOUN
bioscience-10	70	13	every	every	DET
bioscience-10	70	14	day	day	NOUN
bioscience-10	70	15	to	to	PART
bioscience-10	70	16	manage	manage	VERB
bioscience-10	70	17	and	and	CCONJ
bioscience-10	70	18	evaluate	evaluate	VERB
bioscience-10	70	19	their	their	PRON
bioscience-10	70	20	data	datum	NOUN
bioscience-10	70	21	.	.	PUNCT
bioscience-10	71	1	microsoft	microsoft	PROPN
bioscience-10	71	2	's	's	PART
bioscience-10	71	3	operating	operating	NOUN
bioscience-10	71	4	system	system	NOUN
bioscience-10	71	5	is	be	AUX
bioscience-10	71	6	commercially	commercially	ADV
bioscience-10	71	7	closed	closed	ADJ
bioscience-10	71	8	and	and	CCONJ
bioscience-10	71	9	hackable	hackable	ADJ
bioscience-10	71	10	(	(	PUNCT
bioscience-10	71	11	17	17	NUM
bioscience-10	71	12	)	)	PUNCT
bioscience-10	71	13	.	.	PUNCT
bioscience-10	72	1	such	such	DET
bioscience-10	72	2	an	an	DET
bioscience-10	72	3	environment	environment	NOUN
bioscience-10	72	4	is	be	AUX
bioscience-10	72	5	not	not	PART
bioscience-10	72	6	a	a	DET
bioscience-10	72	7	natural	natural	ADJ
bioscience-10	72	8	space	space	NOUN
bioscience-10	72	9	for	for	ADP
bioscience-10	72	10	innovation	innovation	NOUN
bioscience-10	72	11	and	and	CCONJ
bioscience-10	72	12	research	research	NOUN
bioscience-10	72	13	,	,	PUNCT
bioscience-10	72	14	especially	especially	ADV
bioscience-10	72	15	when	when	SCONJ
bioscience-10	72	16	dealing	deal	VERB
bioscience-10	72	17	with	with	ADP
bioscience-10	72	18	mega	mega	ADJ
bioscience-10	72	19	-	-	ADJ
bioscience-10	72	20	biological	biological	ADJ
bioscience-10	72	21	data	datum	NOUN
bioscience-10	72	22	.	.	PUNCT
bioscience-10	73	1	the	the	DET
bioscience-10	73	2	normal	normal	ADJ
bioscience-10	73	3	bioinformatics	bioinformatics	NOUN
bioscience-10	73	4	operating	operating	NOUN
bioscience-10	73	5	system	system	NOUN
bioscience-10	73	6	should	should	AUX
bioscience-10	73	7	be	be	AUX
bioscience-10	73	8	opened	open	VERB
bioscience-10	73	9	(	(	PUNCT
bioscience-10	73	10	could	could	AUX
bioscience-10	73	11	be	be	AUX
bioscience-10	73	12	programmatically	programmatically	ADV
bioscience-10	73	13	modified	modify	VERB
bioscience-10	73	14	)	)	PUNCT
bioscience-10	73	15	,	,	PUNCT
bioscience-10	73	16	highly	highly	ADV
bioscience-10	73	17	secured	secured	ADJ
bioscience-10	73	18	,	,	PUNCT
bioscience-10	73	19	free	free	ADJ
bioscience-10	73	20	of	of	ADP
bioscience-10	73	21	charge	charge	NOUN
bioscience-10	73	22	,	,	PUNCT
bioscience-10	73	23	and	and	CCONJ
bioscience-10	73	24	compatible	compatible	ADJ
bioscience-10	73	25	with	with	ADP
bioscience-10	73	26	all	all	DET
bioscience-10	73	27	bioinformatics	bioinformatics	NOUN
bioscience-10	73	28	software	software	NOUN
bioscience-10	73	29	.	.	PUNCT
bioscience-10	74	1	of	of	ADP
bioscience-10	74	2	which	which	PRON
bioscience-10	74	3	only	only	ADV
bioscience-10	74	4	one	one	NUM
bioscience-10	74	5	operating	operate	VERB
bioscience-10	74	6	system	system	NOUN
bioscience-10	74	7	could	could	AUX
bioscience-10	74	8	have	have	AUX
bioscience-10	74	9	granted	grant	VERB
bioscience-10	74	10	these	these	DET
bioscience-10	74	11	privileges	privilege	NOUN
bioscience-10	74	12	,	,	PUNCT
bioscience-10	74	13	linux	linux	PROPN
bioscience-10	74	14	.	.	PUNCT
bioscience-10	75	1	linux	linux	PROPN
bioscience-10	75	2	is	be	AUX
bioscience-10	75	3	a	a	DET
bioscience-10	75	4	unix	unix	NOUN
bioscience-10	75	5	-	-	PUNCT
bioscience-10	75	6	like	like	ADJ
bioscience-10	75	7	and	and	CCONJ
bioscience-10	75	8	often	often	ADV
bioscience-10	75	9	posix	posix	ADJ
bioscience-10	75	10	-	-	PUNCT
bioscience-10	75	11	compliant	compliant	ADJ
bioscience-10	75	12	operating	operating	NOUN
bioscience-10	75	13	system	system	NOUN
bioscience-10	75	14	(	(	PUNCT
bioscience-10	75	15	os	os	NOUN
bioscience-10	75	16	)	)	PUNCT
bioscience-10	75	17	based	base	VERB
bioscience-10	75	18	on	on	ADP
bioscience-10	75	19	the	the	DET
bioscience-10	75	20	design	design	NOUN
bioscience-10	75	21	and	and	CCONJ
bioscience-10	75	22	distribution	distribution	NOUN
bioscience-10	75	23	of	of	ADP
bioscience-10	75	24	free	free	ADJ
bioscience-10	75	25	and	and	CCONJ
bioscience-10	75	26	open	open	ADJ
bioscience-10	75	27	source	source	NOUN
bioscience-10	75	28	code	code	NOUN
bioscience-10	75	29	.	.	PUNCT
bioscience-10	76	1	the	the	DET
bioscience-10	76	2	basic	basic	ADJ
bioscience-10	76	3	element	element	NOUN
bioscience-10	76	4	of	of	ADP
bioscience-10	76	5	linux	linux	PROPN
bioscience-10	76	6	is	be	AUX
bioscience-10	76	7	the	the	DET
bioscience-10	76	8	linux	linux	PROPN
bioscience-10	76	9	kernel	kernel	PROPN
bioscience-10	76	10	,	,	PUNCT
bioscience-10	76	11	the	the	DET
bioscience-10	76	12	very	very	ADV
bioscience-10	76	13	first	first	ADJ
bioscience-10	76	14	operating	operating	NOUN
bioscience-10	76	15	system	system	NOUN
bioscience-10	76	16	kernel	kernel	PROPN
bioscience-10	76	17	introduced	introduce	VERB
bioscience-10	76	18	by	by	ADP
bioscience-10	76	19	linus	linus	PROPN
bioscience-10	76	20	torvalds	torvald	NOUN
bioscience-10	76	21	on	on	ADP
bioscience-10	76	22	september	september	PROPN
bioscience-10	76	23	17	17	NUM
bioscience-10	76	24	,	,	PUNCT
bioscience-10	76	25	1991	1991	NUM
bioscience-10	76	26	.	.	PUNCT
bioscience-10	77	1	the	the	DET
bioscience-10	77	2	free	free	PROPN
bioscience-10	77	3	software	software	PROPN
bioscience-10	77	4	foundation	foundation	PROPN
bioscience-10	77	5	uses	use	VERB
bioscience-10	77	6	the	the	DET
bioscience-10	77	7	name	name	NOUN
bioscience-10	77	8	of	of	ADP
bioscience-10	77	9	gnu	gnu	PROPN
bioscience-10	77	10	/	/	SYM
bioscience-10	77	11	linux	linux	PROPN
bioscience-10	77	12	to	to	PART
bioscience-10	77	13	describe	describe	VERB
bioscience-10	77	14	a	a	DET
bioscience-10	77	15	complex	complex	ADJ
bioscience-10	77	16	operating	operating	NOUN
bioscience-10	77	17	system	system	NOUN
bioscience-10	77	18	(	(	PUNCT
bioscience-10	77	19	18	18	NUM
bioscience-10	77	20	)	)	PUNCT
bioscience-10	77	21	.	.	PUNCT
bioscience-10	78	1	most	most	ADJ
bioscience-10	78	2	arab	arab	ADJ
bioscience-10	78	3	researchers	researcher	NOUN
bioscience-10	78	4	fear	fear	VERB
bioscience-10	78	5	linux	linux	PROPN
bioscience-10	78	6	operating	operating	NOUN
bioscience-10	78	7	system	system	NOUN
bioscience-10	78	8	,	,	PUNCT
bioscience-10	78	9	depending	depend	VERB
bioscience-10	78	10	on	on	ADP
bioscience-10	78	11	the	the	DET
bioscience-10	78	12	false	false	ADJ
bioscience-10	78	13	belief	belief	NOUN
bioscience-10	78	14	that	that	SCONJ
bioscience-10	78	15	linux	linux	PROPN
bioscience-10	78	16	is	be	AUX
bioscience-10	78	17	only	only	ADV
bioscience-10	78	18	a	a	DET
bioscience-10	78	19	black	black	ADJ
bioscience-10	78	20	and	and	CCONJ
bioscience-10	78	21	complicated	complicated	ADJ
bioscience-10	78	22	command	command	NOUN
bioscience-10	78	23	line	line	NOUN
bioscience-10	78	24	window	window	NOUN
bioscience-10	78	25	.	.	PUNCT
bioscience-10	79	1	on	on	ADP
bioscience-10	79	2	the	the	DET
bioscience-10	79	3	contrary	contrary	NOUN
bioscience-10	79	4	,	,	PUNCT
bioscience-10	79	5	linux	linux	PROPN
bioscience-10	79	6	can	can	AUX
bioscience-10	79	7	operate	operate	VERB
bioscience-10	79	8	videos	video	NOUN
bioscience-10	79	9	,	,	PUNCT
bioscience-10	79	10	games	game	NOUN
bioscience-10	79	11	and	and	CCONJ
bioscience-10	79	12	handle	handle	VERB
bioscience-10	79	13	all	all	DET
bioscience-10	79	14	the	the	DET
bioscience-10	79	15	types	type	NOUN
bioscience-10	79	16	of	of	ADP
bioscience-10	79	17	data	datum	NOUN
bioscience-10	79	18	files	file	NOUN
bioscience-10	79	19	you	you	PRON
bioscience-10	79	20	use	use	VERB
bioscience-10	79	21	in	in	ADP
bioscience-10	79	22	windows	window	NOUN
bioscience-10	79	23	,	,	PUNCT
bioscience-10	79	24	and	and	CCONJ
bioscience-10	79	25	it	it	PRON
bioscience-10	79	26	has	have	VERB
bioscience-10	79	27	free	free	ADJ
bioscience-10	79	28	writing	writing	NOUN
bioscience-10	79	29	programs	program	NOUN
bioscience-10	79	30	like	like	ADP
bioscience-10	79	31	libreoffice	libreoffice	PROPN
bioscience-10	79	32	(	(	PUNCT
bioscience-10	79	33	19	19	NUM
bioscience-10	79	34	)	)	PUNCT
bioscience-10	79	35	and	and	CCONJ
bioscience-10	79	36	a	a	DET
bioscience-10	79	37	lot	lot	NOUN
bioscience-10	79	38	of	of	ADP
bioscience-10	79	39	wonderful	wonderful	ADJ
bioscience-10	79	40	programs	program	NOUN
bioscience-10	79	41	and	and	CCONJ
bioscience-10	79	42	tools	tool	NOUN
bioscience-10	79	43	that	that	PRON
bioscience-10	79	44	could	could	AUX
bioscience-10	79	45	change	change	VERB
bioscience-10	79	46	your	your	PRON
bioscience-10	79	47	life	life	NOUN
bioscience-10	79	48	.	.	PUNCT
bioscience-10	80	1	linux	linux	PROPN
bioscience-10	80	2	also	also	ADV
bioscience-10	80	3	gives	give	VERB
bioscience-10	80	4	users	user	NOUN
bioscience-10	80	5	a	a	DET
bioscience-10	80	6	bit	bit	NOUN
bioscience-10	80	7	of	of	ADP
bioscience-10	80	8	control	control	NOUN
bioscience-10	80	9	about	about	ADP
bioscience-10	80	10	what	what	PRON
bioscience-10	80	11	occurs	occur	VERB
bioscience-10	80	12	on	on	ADP
bioscience-10	80	13	their	their	PRON
bioscience-10	80	14	machine	machine	NOUN
bioscience-10	80	15	what	what	PRON
bioscience-10	80	16	does	do	AUX
bioscience-10	80	17	and	and	CCONJ
bioscience-10	80	18	does	do	AUX
bioscience-10	80	19	n't	not	PART
bioscience-10	80	20	changing	change	VERB
bioscience-10	80	21	.	.	PUNCT
bioscience-10	81	1	you	you	PRON
bioscience-10	81	2	could	could	AUX
bioscience-10	81	3	learn	learn	VERB
bioscience-10	81	4	more	more	ADJ
bioscience-10	81	5	about	about	ADP
bioscience-10	81	6	the	the	DET
bioscience-10	81	7	advantages	advantage	NOUN
bioscience-10	81	8	of	of	ADP
bioscience-10	81	9	linux	linux	PROPN
bioscience-10	81	10	over	over	ADP
bioscience-10	81	11	windows	window	NOUN
bioscience-10	81	12	through	through	ADP
bioscience-10	81	13	a	a	DET
bioscience-10	81	14	number	number	NOUN
bioscience-10	81	15	of	of	ADP
bioscience-10	81	16	articles	article	NOUN
bioscience-10	81	17	(	(	PUNCT
bioscience-10	81	18	20	20	NUM
bioscience-10	81	19	)	)	PUNCT
bioscience-10	81	20	.	.	PUNCT
bioscience-10	82	1	linux	linux	PROPN
bioscience-10	82	2	has	have	VERB
bioscience-10	82	3	different	different	ADJ
bioscience-10	82	4	flavor	flavor	NOUN
bioscience-10	82	5	distributions	distribution	NOUN
bioscience-10	82	6	such	such	ADJ
bioscience-10	82	7	as	as	ADP
bioscience-10	82	8	ubuntu	ubuntu	NOUN
bioscience-10	82	9	(	(	PUNCT
bioscience-10	82	10	21	21	NUM
bioscience-10	82	11	)	)	PUNCT
bioscience-10	82	12	,	,	PUNCT
bioscience-10	82	13	fedora	fedora	PROPN
bioscience-10	82	14	(	(	PUNCT
bioscience-10	82	15	22	22	NUM
bioscience-10	82	16	)	)	PUNCT
bioscience-10	82	17	,	,	PUNCT
bioscience-10	82	18	opensuse	opensuse	NOUN
bioscience-10	82	19	(	(	PUNCT
bioscience-10	82	20	23	23	NUM
bioscience-10	82	21	)	)	PUNCT
bioscience-10	82	22	,	,	PUNCT
bioscience-10	82	23	red	red	ADJ
bioscience-10	82	24	hat	hat	NOUN
bioscience-10	82	25	(	(	PUNCT
bioscience-10	82	26	24	24	NUM
bioscience-10	82	27	)	)	PUNCT
bioscience-10	82	28	and	and	CCONJ
bioscience-10	82	29	many	many	ADJ
bioscience-10	82	30	others	other	NOUN
bioscience-10	82	31	.	.	PUNCT
bioscience-10	83	1	mostly	mostly	ADV
bioscience-10	83	2	there	there	PRON
bioscience-10	83	3	is	be	VERB
bioscience-10	83	4	no	no	DET
bioscience-10	83	5	difference	difference	NOUN
bioscience-10	83	6	between	between	ADP
bioscience-10	83	7	the	the	DET
bioscience-10	83	8	various	various	ADJ
bioscience-10	83	9	linux	linux	NOUN
bioscience-10	83	10	distributions	distribution	NOUN
bioscience-10	83	11	,	,	PUNCT
bioscience-10	83	12	although	although	SCONJ
bioscience-10	83	13	there	there	PRON
bioscience-10	83	14	is	be	VERB
bioscience-10	83	15	some	some	DET
bioscience-10	83	16	variance	variance	NOUN
bioscience-10	83	17	between	between	ADP
bioscience-10	83	18	the	the	DET
bioscience-10	83	19	software	software	NOUN
bioscience-10	83	20	configuration	configuration	NOUN
bioscience-10	83	21	,	,	PUNCT
bioscience-10	83	22	where	where	SCONJ
bioscience-10	83	23	it	it	PRON
bioscience-10	83	24	does	do	AUX
bioscience-10	83	25	not	not	PART
bioscience-10	83	26	influence	influence	VERB
bioscience-10	83	27	the	the	DET
bioscience-10	83	28	core	core	NOUN
bioscience-10	83	29	system	system	NOUN
bioscience-10	83	30	performance	performance	NOUN
bioscience-10	83	31	or	or	CCONJ
bioscience-10	83	32	stability	stability	NOUN
bioscience-10	83	33	.	.	PUNCT
bioscience-10	84	1	ubuntu	ubuntu	PROPN
bioscience-10	84	2	is	be	AUX
bioscience-10	84	3	one	one	NUM
bioscience-10	84	4	of	of	ADP
bioscience-10	84	5	the	the	DET
bioscience-10	84	6	most	most	ADV
bioscience-10	84	7	common	common	ADJ
bioscience-10	84	8	linux	linux	NOUN
bioscience-10	84	9	distributions	distribution	NOUN
bioscience-10	84	10	(	(	PUNCT
bioscience-10	84	11	25	25	NUM
bioscience-10	84	12	)	)	PUNCT
bioscience-10	84	13	,	,	PUNCT
bioscience-10	84	14	and	and	CCONJ
bioscience-10	84	15	the	the	DET
bioscience-10	84	16	initial	initial	ADJ
bioscience-10	84	17	findings	finding	NOUN
bioscience-10	84	18	indicate	indicate	VERB
bioscience-10	84	19	that	that	PRON
bioscience-10	84	20	ubuntu	ubuntu	NOUN
bioscience-10	84	21	do	do	AUX
bioscience-10	84	22	’s	’s	AUX
bioscience-10	84	23	not	not	PART
bioscience-10	84	24	require	require	VERB
bioscience-10	84	25	technical	technical	ADJ
bioscience-10	84	26	assistance	assistance	NOUN
bioscience-10	84	27	(	(	PUNCT
bioscience-10	84	28	26	26	NUM
bioscience-10	84	29	)	)	PUNCT
bioscience-10	84	30	,	,	PUNCT
bioscience-10	84	31	the	the	DET
bioscience-10	84	32	art	art	NOUN
bioscience-10	84	33	of	of	ADP
bioscience-10	84	34	bioinformatics	bioinformatics	NOUN
bioscience-10	84	35	learning	learn	VERB
bioscience-10	84	36	in	in	ADP
bioscience-10	84	37	our	our	PRON
bioscience-10	84	38	arabic	arabic	ADJ
bioscience-10	84	39	world	world	NOUN
bioscience-10	84	40	highlights	highlight	NOUN
bioscience-10	84	41	in	in	ADP
bioscience-10	84	42	bioscience	bioscience	NOUN
bioscience-10	84	43	doi	doi	NOUN
bioscience-10	84	44	:	:	PUNCT
bioscience-10	84	45	10.36462	10.36462	NUM
bioscience-10	84	46	/	/	SYM
bioscience-10	84	47	h.biosci.20193	h.biosci.20193	NOUN
bioscience-10	84	48	october	october	PROPN
bioscience-10	84	49	2019	2019	NUM
bioscience-10	84	50	|	|	ADV
bioscience-10	84	51	volume2	volume2	ADV
bioscience-10	84	52	http://highlightsin.org/index.php/bioscience/	http://highlightsin.org/index.php/bioscience/	AUX
bioscience-10	84	53	page	page	NOUN
bioscience-10	84	54	4	4	NUM
bioscience-10	84	55	of	of	ADP
bioscience-10	84	56	10	10	NUM
bioscience-10	84	57	has	have	VERB
bioscience-10	84	58	a	a	DET
bioscience-10	84	59	defined	define	VERB
bioscience-10	84	60	and	and	CCONJ
bioscience-10	84	61	simple	simple	ADJ
bioscience-10	84	62	graphical	graphical	ADJ
bioscience-10	84	63	user	user	NOUN
bioscience-10	84	64	interface	interface	NOUN
bioscience-10	84	65	(	(	PUNCT
bioscience-10	84	66	gui	gui	NOUN
bioscience-10	84	67	)	)	PUNCT
bioscience-10	84	68	and	and	CCONJ
bioscience-10	84	69	has	have	AUX
bioscience-10	84	70	been	be	AUX
bioscience-10	84	71	incorporated	incorporate	VERB
bioscience-10	84	72	into	into	ADP
bioscience-10	84	73	some	some	DET
bioscience-10	84	74	arabic	arabic	ADJ
bioscience-10	84	75	education	education	NOUN
bioscience-10	84	76	systems	system	NOUN
bioscience-10	84	77	(	(	PUNCT
bioscience-10	84	78	27	27	NUM
bioscience-10	84	79	)	)	PUNCT
bioscience-10	84	80	.	.	PUNCT
bioscience-10	85	1	ubuntu	ubuntu	PROPN
bioscience-10	85	2	has	have	VERB
bioscience-10	85	3	a	a	DET
bioscience-10	85	4	great	great	ADJ
bioscience-10	85	5	and	and	CCONJ
bioscience-10	85	6	powerful	powerful	ADJ
bioscience-10	85	7	version	version	NOUN
bioscience-10	85	8	named	name	VERB
bioscience-10	85	9	bio	bio	NOUN
bioscience-10	85	10	-	-	NOUN
bioscience-10	85	11	linux	linux	PROPN
bioscience-10	85	12	(	(	PUNCT
bioscience-10	85	13	28	28	NUM
bioscience-10	85	14	)	)	PUNCT
bioscience-10	85	15	.	.	PUNCT
bioscience-10	86	1	in	in	ADP
bioscience-10	86	2	2002	2002	NUM
bioscience-10	86	3	,	,	PUNCT
bioscience-10	86	4	dr	dr	PROPN
bioscience-10	86	5	.	.	PROPN
bioscience-10	86	6	dawn	dawn	PROPN
bioscience-10	86	7	field	field	NOUN
bioscience-10	86	8	launched	launch	VERB
bioscience-10	86	9	the	the	DET
bioscience-10	86	10	bio	bio	PROPN
bioscience-10	86	11	-	-	ADJ
bioscience-10	86	12	linux	linux	ADJ
bioscience-10	86	13	system	system	NOUN
bioscience-10	86	14	under	under	ADP
bioscience-10	86	15	the	the	DET
bioscience-10	86	16	nerc	nerc	ADJ
bioscience-10	86	17	environmental	environmental	ADJ
bioscience-10	86	18	bioinformatics	bioinformatics	NOUN
bioscience-10	86	19	program	program	NOUN
bioscience-10	86	20	(	(	PUNCT
bioscience-10	86	21	29	29	NUM
bioscience-10	86	22	)	)	PUNCT
bioscience-10	86	23	.	.	PUNCT
bioscience-10	87	1	bio	bio	PROPN
bioscience-10	87	2	-	-	ADJ
bioscience-10	87	3	linux	linux	PROPN
bioscience-10	87	4	release	release	NOUN
bioscience-10	87	5	allows	allow	VERB
bioscience-10	87	6	easy	easy	ADJ
bioscience-10	87	7	access	access	NOUN
bioscience-10	87	8	to	to	ADP
bioscience-10	87	9	a	a	DET
bioscience-10	87	10	versatile	versatile	ADJ
bioscience-10	87	11	computing	compute	VERB
bioscience-10	87	12	environment	environment	NOUN
bioscience-10	87	13	pre	pre	VERB
bioscience-10	87	14	-	-	VERB
bioscience-10	87	15	loaded	load	VERB
bioscience-10	87	16	with	with	ADP
bioscience-10	87	17	bioinformatics	bioinformatics	NOUN
bioscience-10	87	18	software	software	NOUN
bioscience-10	87	19	from	from	ADP
bioscience-10	87	20	basic	basic	ADJ
bioscience-10	87	21	data	datum	NOUN
bioscience-10	87	22	analysis	analysis	NOUN
bioscience-10	87	23	tools	tool	NOUN
bioscience-10	87	24	to	to	ADP
bioscience-10	87	25	advanced	advanced	ADJ
bioscience-10	87	26	analytic	analytic	ADJ
bioscience-10	87	27	framework	framework	NOUN
bioscience-10	87	28	programming	programming	NOUN
bioscience-10	87	29	packages	package	NOUN
bioscience-10	87	30	(	(	PUNCT
bioscience-10	87	31	21	21	NUM
bioscience-10	87	32	)	)	PUNCT
bioscience-10	87	33	.	.	PUNCT
bioscience-10	88	1	you	you	PRON
bioscience-10	88	2	can	can	AUX
bioscience-10	88	3	download	download	VERB
bioscience-10	88	4	and	and	CCONJ
bioscience-10	88	5	install	install	VERB
bioscience-10	88	6	bio	bio	NOUN
bioscience-10	88	7	-	-	NOUN
bioscience-10	88	8	linux	linux	PROPN
bioscience-10	88	9	in	in	ADP
bioscience-10	88	10	an	an	DET
bioscience-10	88	11	iso	iso	NOUN
bioscience-10	88	12	file	file	NOUN
bioscience-10	88	13	format	format	NOUN
bioscience-10	88	14	from	from	ADP
bioscience-10	88	15	the	the	DET
bioscience-10	88	16	official	official	ADJ
bioscience-10	88	17	website	website	NOUN
bioscience-10	88	18	(	(	PUNCT
bioscience-10	88	19	http://environmentalomics.org/bio	http://environmentalomics.org/bio	NOUN
bioscience-10	88	20	linux/	linux/	NUM
bioscience-10	88	21	)	)	PUNCT
bioscience-10	88	22	.	.	PUNCT
bioscience-10	89	1	the	the	DET
bioscience-10	89	2	only	only	ADJ
bioscience-10	89	3	downside	downside	NOUN
bioscience-10	89	4	is	be	AUX
bioscience-10	89	5	that	that	PRON
bioscience-10	89	6	bio	bio	PROPN
bioscience-10	89	7	-	-	ADJ
bioscience-10	89	8	linux	linux	ADJ
bioscience-10	89	9	distributions	distribution	NOUN
bioscience-10	89	10	are	be	AUX
bioscience-10	89	11	a	a	DET
bioscience-10	89	12	way	way	NOUN
bioscience-10	89	13	behind	behind	ADP
bioscience-10	89	14	ubuntu	ubuntu	NOUN
bioscience-10	89	15	's	's	PART
bioscience-10	89	16	latest	late	ADJ
bioscience-10	89	17	updates	update	NOUN
bioscience-10	89	18	,	,	PUNCT
bioscience-10	89	19	and	and	CCONJ
bioscience-10	89	20	most	most	ADJ
bioscience-10	89	21	hardware	hardware	NOUN
bioscience-10	89	22	drivers	driver	NOUN
bioscience-10	89	23	such	such	ADJ
bioscience-10	89	24	as	as	ADP
bioscience-10	89	25	wifi	wifi	NOUN
bioscience-10	89	26	,	,	PUNCT
bioscience-10	89	27	computer	computer	NOUN
bioscience-10	89	28	mouse	mouse	NOUN
bioscience-10	89	29	,	,	PUNCT
bioscience-10	89	30	or	or	CCONJ
bioscience-10	89	31	touch	touch	NOUN
bioscience-10	89	32	pad	pad	NOUN
bioscience-10	89	33	,	,	PUNCT
bioscience-10	89	34	are	be	AUX
bioscience-10	89	35	not	not	PART
bioscience-10	89	36	installed	instal	VERB
bioscience-10	89	37	which	which	PRON
bioscience-10	89	38	involve	involve	VERB
bioscience-10	89	39	certain	certain	ADJ
bioscience-10	89	40	installation	installation	NOUN
bioscience-10	89	41	skills	skill	NOUN
bioscience-10	89	42	.	.	PUNCT
bioscience-10	90	1	in	in	ADP
bioscience-10	90	2	order	order	NOUN
bioscience-10	90	3	to	to	PART
bioscience-10	90	4	overcome	overcome	VERB
bioscience-10	90	5	this	this	DET
bioscience-10	90	6	issue	issue	NOUN
bioscience-10	90	7	,	,	PUNCT
bioscience-10	90	8	my	my	PRON
bioscience-10	90	9	recommendation	recommendation	NOUN
bioscience-10	90	10	is	be	AUX
bioscience-10	90	11	to	to	PART
bioscience-10	90	12	install	install	VERB
bioscience-10	90	13	the	the	DET
bioscience-10	90	14	latest	late	ADJ
bioscience-10	90	15	ubuntu	ubuntu	ADJ
bioscience-10	90	16	release	release	NOUN
bioscience-10	90	17	and	and	CCONJ
bioscience-10	90	18	then	then	ADV
bioscience-10	90	19	download	download	VERB
bioscience-10	90	20	bio	bio	PROPN
bioscience-10	90	21	-	-	ADJ
bioscience-10	90	22	linux	linux	PROPN
bioscience-10	90	23	packages	package	NOUN
bioscience-10	90	24	via	via	ADP
bioscience-10	90	25	the	the	DET
bioscience-10	90	26	linux	linux	PROPN
bioscience-10	90	27	synaptic	synaptic	ADJ
bioscience-10	90	28	package	package	NOUN
bioscience-10	90	29	manager	manager	NOUN
bioscience-10	90	30	.	.	PUNCT
bioscience-10	91	1	alternatively	alternatively	ADV
bioscience-10	91	2	,	,	PUNCT
bioscience-10	91	3	you	you	PRON
bioscience-10	91	4	can	can	AUX
bioscience-10	91	5	download	download	VERB
bioscience-10	91	6	the	the	DET
bioscience-10	91	7	edition	edition	NOUN
bioscience-10	91	8	of	of	ADP
bioscience-10	91	9	bio	bio	PROPN
bioscience-10	91	10	-	-	PROPN
bioscience-10	91	11	linux	linux	PROPN
bioscience-10	91	12	and	and	CCONJ
bioscience-10	91	13	then	then	ADV
bioscience-10	91	14	request	request	VERB
bioscience-10	91	15	the	the	DET
bioscience-10	91	16	system	system	NOUN
bioscience-10	91	17	to	to	PART
bioscience-10	91	18	be	be	AUX
bioscience-10	91	19	upgraded	upgrade	VERB
bioscience-10	91	20	with	with	ADP
bioscience-10	91	21	simple	simple	ADJ
bioscience-10	91	22	commands	command	NOUN
bioscience-10	91	23	.	.	PUNCT
bioscience-10	92	1	with	with	ADP
bioscience-10	92	2	the	the	DET
bioscience-10	92	3	ubuntu	ubuntu	ADJ
bioscience-10	92	4	software	software	NOUN
bioscience-10	92	5	center	center	NOUN
bioscience-10	92	6	,	,	PUNCT
bioscience-10	92	7	you	you	PRON
bioscience-10	92	8	can	can	AUX
bioscience-10	92	9	quickly	quickly	ADV
bioscience-10	92	10	download	download	VERB
bioscience-10	92	11	and	and	CCONJ
bioscience-10	92	12	install	install	VERB
bioscience-10	92	13	thousands	thousand	NOUN
bioscience-10	92	14	of	of	ADP
bioscience-10	92	15	linux	linux	PROPN
bioscience-10	92	16	software	software	NOUN
bioscience-10	92	17	without	without	ADP
bioscience-10	92	18	any	any	DET
bioscience-10	92	19	complications	complication	NOUN
bioscience-10	92	20	.	.	PUNCT
bioscience-10	93	1	the	the	DET
bioscience-10	93	2	linux	linux	PROPN
bioscience-10	93	3	terminal	terminal	PROPN
bioscience-10	93	4	is	be	AUX
bioscience-10	93	5	another	another	DET
bioscience-10	93	6	way	way	NOUN
bioscience-10	93	7	the	the	DET
bioscience-10	93	8	software	software	NOUN
bioscience-10	93	9	can	can	AUX
bioscience-10	93	10	be	be	AUX
bioscience-10	93	11	used	use	VERB
bioscience-10	93	12	(	(	PUNCT
bioscience-10	93	13	supplementary	supplementary	ADJ
bioscience-10	93	14	2	2	NUM
bioscience-10	93	15	)	)	PUNCT
bioscience-10	93	16	.	.	PUNCT
bioscience-10	94	1	although	although	SCONJ
bioscience-10	94	2	some	some	DET
bioscience-10	94	3	tools	tool	NOUN
bioscience-10	94	4	require	require	VERB
bioscience-10	94	5	some	some	DET
bioscience-10	94	6	command	command	NOUN
bioscience-10	94	7	lines	line	NOUN
bioscience-10	94	8	to	to	PART
bioscience-10	94	9	be	be	AUX
bioscience-10	94	10	ready	ready	ADJ
bioscience-10	94	11	for	for	ADP
bioscience-10	94	12	analysis	analysis	NOUN
bioscience-10	94	13	,	,	PUNCT
bioscience-10	94	14	most	most	ADJ
bioscience-10	94	15	of	of	ADP
bioscience-10	94	16	them	they	PRON
bioscience-10	94	17	do	do	AUX
bioscience-10	94	18	not	not	PART
bioscience-10	94	19	require	require	VERB
bioscience-10	94	20	installation	installation	NOUN
bioscience-10	94	21	skills	skill	NOUN
bioscience-10	94	22	.	.	PUNCT
bioscience-10	95	1	there	there	PRON
bioscience-10	95	2	are	be	VERB
bioscience-10	95	3	few	few	ADJ
bioscience-10	95	4	linux	linux	NOUN
bioscience-10	95	5	guidelines	guideline	NOUN
bioscience-10	95	6	for	for	ADP
bioscience-10	95	7	fresh	fresh	ADJ
bioscience-10	95	8	bioinformatics	bioinformatics	NOUN
bioscience-10	95	9	students	student	NOUN
bioscience-10	95	10	:	:	PUNCT
bioscience-10	95	11	1	1	X
bioscience-10	95	12	)	)	PUNCT
bioscience-10	95	13	install	install	NOUN
bioscience-10	95	14	and	and	CCONJ
bioscience-10	95	15	boot	boot	NOUN
bioscience-10	95	16	from	from	ADP
bioscience-10	95	17	bio	bio	NOUN
bioscience-10	95	18	-	-	NOUN
bioscience-10	95	19	linux	linux	PROPN
bioscience-10	95	20	using	use	VERB
bioscience-10	95	21	flash	flash	NOUN
bioscience-10	95	22	memory	memory	NOUN
bioscience-10	95	23	for	for	ADP
bioscience-10	95	24	a	a	DET
bioscience-10	95	25	short	short	ADJ
bioscience-10	95	26	period	period	NOUN
bioscience-10	95	27	of	of	ADP
bioscience-10	95	28	time	time	NOUN
bioscience-10	95	29	while	while	SCONJ
bioscience-10	95	30	you	you	PRON
bioscience-10	95	31	are	be	AUX
bioscience-10	95	32	in	in	ADP
bioscience-10	95	33	practice	practice	NOUN
bioscience-10	95	34	(	(	PUNCT
bioscience-10	95	35	supplementary	supplementary	ADJ
bioscience-10	95	36	2	2	NUM
bioscience-10	95	37	)	)	PUNCT
bioscience-10	95	38	.	.	PUNCT
bioscience-10	96	1	2	2	X
bioscience-10	96	2	)	)	PUNCT
bioscience-10	96	3	learn	learn	VERB
bioscience-10	96	4	to	to	PART
bioscience-10	96	5	use	use	VERB
bioscience-10	96	6	all	all	DET
bioscience-10	96	7	the	the	DET
bioscience-10	96	8	tools	tool	NOUN
bioscience-10	96	9	and	and	CCONJ
bioscience-10	96	10	software	software	NOUN
bioscience-10	96	11	that	that	PRON
bioscience-10	96	12	ubuntu	ubuntu	NOUN
bioscience-10	96	13	has	have	AUX
bioscience-10	96	14	provided	provide	VERB
bioscience-10	96	15	,	,	PUNCT
bioscience-10	96	16	even	even	ADV
bioscience-10	96	17	if	if	SCONJ
bioscience-10	96	18	they	they	PRON
bioscience-10	96	19	were	be	AUX
bioscience-10	96	20	really	really	ADV
bioscience-10	96	21	basic	basic	ADJ
bioscience-10	96	22	,	,	PUNCT
bioscience-10	96	23	such	such	ADJ
bioscience-10	96	24	as	as	ADP
bioscience-10	96	25	libreoffice	libreoffice	PROPN
bioscience-10	96	26	and	and	CCONJ
bioscience-10	96	27	calculator	calculator	NOUN
bioscience-10	96	28	.	.	PUNCT
bioscience-10	97	1	this	this	PRON
bioscience-10	97	2	would	would	AUX
bioscience-10	97	3	eliminate	eliminate	VERB
bioscience-10	97	4	the	the	DET
bioscience-10	97	5	fear	fear	NOUN
bioscience-10	97	6	of	of	ADP
bioscience-10	97	7	using	use	VERB
bioscience-10	97	8	a	a	DET
bioscience-10	97	9	new	new	ADJ
bioscience-10	97	10	operating	operating	NOUN
bioscience-10	97	11	system	system	NOUN
bioscience-10	97	12	to	to	PART
bioscience-10	97	13	allow	allow	VERB
bioscience-10	97	14	you	you	PRON
bioscience-10	97	15	more	more	ADV
bioscience-10	97	16	comfortable	comfortable	ADJ
bioscience-10	97	17	with	with	ADP
bioscience-10	97	18	the	the	DET
bioscience-10	97	19	environment	environment	NOUN
bioscience-10	97	20	.	.	PUNCT
bioscience-10	98	1	3	3	X
bioscience-10	98	2	)	)	PUNCT
bioscience-10	98	3	bio	bio	NOUN
bioscience-10	98	4	-	-	NOUN
bioscience-10	98	5	linux	linux	PROPN
bioscience-10	98	6	has	have	VERB
bioscience-10	98	7	a	a	DET
bioscience-10	98	8	web	web	NOUN
bioscience-10	98	9	page	page	NOUN
bioscience-10	98	10	documentation	documentation	NOUN
bioscience-10	98	11	,	,	PUNCT
bioscience-10	98	12	and	and	CCONJ
bioscience-10	98	13	sample	sample	NOUN
bioscience-10	98	14	data	datum	NOUN
bioscience-10	98	15	for	for	ADP
bioscience-10	98	16	most	most	ADJ
bioscience-10	98	17	its	its	PRON
bioscience-10	98	18	bioinformatics	bioinformatics	NOUN
bioscience-10	98	19	software	software	NOUN
bioscience-10	98	20	,	,	PUNCT
bioscience-10	98	21	try	try	VERB
bioscience-10	98	22	to	to	PART
bioscience-10	98	23	open	open	VERB
bioscience-10	98	24	and	and	CCONJ
bioscience-10	98	25	use	use	VERB
bioscience-10	98	26	it	it	PRON
bioscience-10	98	27	through	through	ADP
bioscience-10	98	28	the	the	DET
bioscience-10	98	29	desktop	desktop	NOUN
bioscience-10	98	30	panel	panel	NOUN
bioscience-10	98	31	.	.	PUNCT
bioscience-10	99	1	4	4	X
bioscience-10	99	2	)	)	PUNCT
bioscience-10	99	3	try	try	VERB
bioscience-10	99	4	to	to	PART
bioscience-10	99	5	write	write	VERB
bioscience-10	99	6	your	your	PRON
bioscience-10	99	7	own	own	ADJ
bioscience-10	99	8	easy	easy	ADJ
bioscience-10	99	9	manual	manual	ADJ
bioscience-10	99	10	notes	note	NOUN
bioscience-10	99	11	for	for	ADP
bioscience-10	99	12	all	all	DET
bioscience-10	99	13	software	software	NOUN
bioscience-10	99	14	built	build	VERB
bioscience-10	99	15	on	on	ADP
bioscience-10	99	16	bio	bio	NOUN
bioscience-10	99	17	-	-	NOUN
bioscience-10	99	18	linux	linux	PROPN
bioscience-10	99	19	,	,	PUNCT
bioscience-10	99	20	explain	explain	VERB
bioscience-10	99	21	the	the	DET
bioscience-10	99	22	use	use	NOUN
bioscience-10	99	23	,	,	PUNCT
bioscience-10	99	24	input	input	NOUN
bioscience-10	99	25	,	,	PUNCT
bioscience-10	99	26	output	output	NOUN
bioscience-10	99	27	and	and	CCONJ
bioscience-10	99	28	how	how	SCONJ
bioscience-10	99	29	you	you	PRON
bioscience-10	99	30	can	can	AUX
bioscience-10	99	31	use	use	VERB
bioscience-10	99	32	this	this	DET
bioscience-10	99	33	tool	tool	NOUN
bioscience-10	99	34	in	in	ADP
bioscience-10	99	35	your	your	PRON
bioscience-10	99	36	future	future	ADJ
bioscience-10	99	37	research	research	NOUN
bioscience-10	99	38	.	.	PUNCT
bioscience-10	100	1	in	in	ADP
bioscience-10	100	2	supplementary	supplementary	ADJ
bioscience-10	100	3	2	2	NUM
bioscience-10	100	4	,	,	PUNCT
bioscience-10	100	5	i	i	PRON
bioscience-10	100	6	am	be	AUX
bioscience-10	100	7	explaining	explain	VERB
bioscience-10	100	8	how	how	SCONJ
bioscience-10	100	9	to	to	PART
bioscience-10	100	10	use	use	VERB
bioscience-10	100	11	a	a	DET
bioscience-10	100	12	few	few	ADJ
bioscience-10	100	13	of	of	ADP
bioscience-10	100	14	these	these	DET
bioscience-10	100	15	tools	tool	NOUN
bioscience-10	100	16	.	.	PUNCT
bioscience-10	101	1	5	5	NUM
bioscience-10	101	2	)	)	PUNCT
bioscience-10	101	3	after	after	ADP
bioscience-10	101	4	a	a	DET
bioscience-10	101	5	few	few	ADJ
bioscience-10	101	6	weeks	week	NOUN
bioscience-10	101	7	try	try	VERB
bioscience-10	101	8	installing	instal	VERB
bioscience-10	101	9	the	the	DET
bioscience-10	101	10	latest	late	ADJ
bioscience-10	101	11	version	version	NOUN
bioscience-10	101	12	of	of	ADP
bioscience-10	101	13	ubuntu	ubuntu	ADJ
bioscience-10	101	14	or	or	CCONJ
bioscience-10	101	15	bio	bio	NOUN
bioscience-10	101	16	-	-	ADJ
bioscience-10	101	17	linux	linux	ADJ
bioscience-10	101	18	,	,	PUNCT
bioscience-10	101	19	update	update	NOUN
bioscience-10	101	20	and	and	CCONJ
bioscience-10	101	21	lunch	lunch	NOUN
bioscience-10	101	22	jemboss	jemboss	NOUN
bioscience-10	101	23	(	(	PUNCT
bioscience-10	101	24	30	30	NUM
bioscience-10	101	25	)	)	PUNCT
bioscience-10	101	26	using	use	VERB
bioscience-10	101	27	the	the	DET
bioscience-10	101	28	ubuntu	ubuntu	ADJ
bioscience-10	101	29	software	software	NOUN
bioscience-10	101	30	manager	manager	NOUN
bioscience-10	101	31	6	6	NUM
bioscience-10	101	32	)	)	PUNCT
bioscience-10	101	33	try	try	VERB
bioscience-10	101	34	to	to	PART
bioscience-10	101	35	practice	practice	VERB
bioscience-10	101	36	simple	simple	ADJ
bioscience-10	101	37	linux	linux	PROPN
bioscience-10	101	38	commands	command	NOUN
bioscience-10	101	39	and	and	CCONJ
bioscience-10	101	40	use	use	VERB
bioscience-10	101	41	as	as	ADV
bioscience-10	101	42	many	many	ADJ
bioscience-10	101	43	tools	tool	NOUN
bioscience-10	101	44	as	as	SCONJ
bioscience-10	101	45	you	you	PRON
bioscience-10	101	46	can	can	AUX
bioscience-10	101	47	.	.	PUNCT
bioscience-10	102	1	computer	computer	NOUN
bioscience-10	102	2	science	science	NOUN
bioscience-10	102	3	and	and	CCONJ
bioscience-10	102	4	bioinformatics	bioinformatics	NOUN
bioscience-10	102	5	most	most	ADJ
bioscience-10	102	6	arabic	arabic	ADJ
bioscience-10	102	7	bioinformatics	bioinformatics	NOUN
bioscience-10	102	8	students	student	NOUN
bioscience-10	102	9	prefer	prefer	VERB
bioscience-10	102	10	to	to	PART
bioscience-10	102	11	start	start	VERB
bioscience-10	102	12	with	with	ADP
bioscience-10	102	13	programming	programming	NOUN
bioscience-10	102	14	languages	language	NOUN
bioscience-10	102	15	such	such	ADJ
bioscience-10	102	16	as	as	ADP
bioscience-10	102	17	python	python	NOUN
bioscience-10	102	18	for	for	ADP
bioscience-10	102	19	biological	biological	ADJ
bioscience-10	102	20	data	datum	NOUN
bioscience-10	102	21	analysis	analysis	NOUN
bioscience-10	102	22	.	.	PUNCT
bioscience-10	103	1	python	python	PROPN
bioscience-10	103	2	has	have	VERB
bioscience-10	103	3	many	many	ADJ
bioscience-10	103	4	advantages	advantage	NOUN
bioscience-10	103	5	when	when	SCONJ
bioscience-10	103	6	it	it	PRON
bioscience-10	103	7	comes	come	VERB
bioscience-10	103	8	to	to	ADP
bioscience-10	103	9	bioinformatics	bioinformatics	NOUN
bioscience-10	103	10	and	and	CCONJ
bioscience-10	103	11	has	have	VERB
bioscience-10	103	12	several	several	ADJ
bioscience-10	103	13	advantages	advantage	NOUN
bioscience-10	103	14	as	as	ADP
bioscience-10	103	15	a	a	DET
bioscience-10	103	16	computer	computer	NOUN
bioscience-10	103	17	language	language	NOUN
bioscience-10	103	18	compared	compare	VERB
bioscience-10	103	19	to	to	ADP
bioscience-10	103	20	languages	language	NOUN
bioscience-10	103	21	such	such	ADJ
bioscience-10	103	22	as	as	ADP
bioscience-10	103	23	perl	perl	NOUN
bioscience-10	103	24	,	,	PUNCT
bioscience-10	103	25	which	which	PRON
bioscience-10	103	26	is	be	AUX
bioscience-10	103	27	also	also	ADV
bioscience-10	103	28	a	a	DET
bioscience-10	103	29	famous	famous	ADJ
bioscience-10	103	30	bioinformatics	bioinformatics	NOUN
bioscience-10	103	31	computer	computer	NOUN
bioscience-10	103	32	language	language	NOUN
bioscience-10	103	33	(	(	PUNCT
bioscience-10	103	34	31,32	31,32	NUM
bioscience-10	103	35	)	)	PUNCT
bioscience-10	103	36	.	.	PUNCT
bioscience-10	104	1	the	the	DET
bioscience-10	104	2	problem	problem	NOUN
bioscience-10	104	3	,	,	PUNCT
bioscience-10	104	4	though	though	ADV
bioscience-10	104	5	,	,	PUNCT
bioscience-10	104	6	is	be	AUX
bioscience-10	104	7	that	that	SCONJ
bioscience-10	104	8	most	most	ADJ
bioscience-10	104	9	of	of	ADP
bioscience-10	104	10	these	these	DET
bioscience-10	104	11	learners	learner	NOUN
bioscience-10	104	12	neglect	neglect	NOUN
bioscience-10	104	13	and	and	CCONJ
bioscience-10	104	14	ignore	ignore	VERB
bioscience-10	104	15	the	the	DET
bioscience-10	104	16	basic	basic	ADJ
bioscience-10	104	17	rule	rule	NOUN
bioscience-10	104	18	of	of	ADP
bioscience-10	104	19	computer	computer	NOUN
bioscience-10	104	20	language	language	NOUN
bioscience-10	104	21	learning	learning	NOUN
bioscience-10	104	22	,	,	PUNCT
bioscience-10	104	23	which	which	PRON
bioscience-10	104	24	is	be	AUX
bioscience-10	104	25	the	the	DET
bioscience-10	104	26	need	need	NOUN
bioscience-10	104	27	to	to	PART
bioscience-10	104	28	understand	understand	VERB
bioscience-10	104	29	the	the	DET
bioscience-10	104	30	basics	basic	NOUN
bioscience-10	104	31	of	of	ADP
bioscience-10	104	32	computing	computing	NOUN
bioscience-10	104	33	and	and	CCONJ
bioscience-10	104	34	its	its	PRON
bioscience-10	104	35	core	core	NOUN
bioscience-10	104	36	structures	structure	NOUN
bioscience-10	104	37	,	,	PUNCT
bioscience-10	104	38	such	such	ADJ
bioscience-10	104	39	as	as	ADP
bioscience-10	104	40	object	object	NOUN
bioscience-10	104	41	orientation	orientation	NOUN
bioscience-10	104	42	programming	programming	NOUN
bioscience-10	104	43	(	(	PUNCT
bioscience-10	104	44	oop	oop	NOUN
bioscience-10	104	45	)	)	PUNCT
bioscience-10	104	46	.	.	PUNCT
bioscience-10	105	1	on	on	ADP
bioscience-10	105	2	the	the	DET
bioscience-10	105	3	other	other	ADJ
bioscience-10	105	4	hand	hand	NOUN
bioscience-10	105	5	java	java	NOUN
bioscience-10	105	6	is	be	AUX
bioscience-10	105	7	a	a	DET
bioscience-10	105	8	very	very	ADV
bioscience-10	105	9	common	common	ADJ
bioscience-10	105	10	computer	computer	NOUN
bioscience-10	105	11	language	language	NOUN
bioscience-10	105	12	in	in	ADP
bioscience-10	105	13	our	our	PRON
bioscience-10	105	14	arabic	arabic	ADJ
bioscience-10	105	15	country	country	NOUN
bioscience-10	105	16	,	,	PUNCT
bioscience-10	105	17	and	and	CCONJ
bioscience-10	105	18	most	most	ADJ
bioscience-10	105	19	commercial	commercial	ADJ
bioscience-10	105	20	training	training	NOUN
bioscience-10	105	21	companies	company	NOUN
bioscience-10	105	22	offer	offer	VERB
bioscience-10	105	23	paid	pay	VERB
bioscience-10	105	24	courses	course	NOUN
bioscience-10	105	25	to	to	PART
bioscience-10	105	26	learn	learn	VERB
bioscience-10	105	27	this	this	DET
bioscience-10	105	28	language	language	NOUN
bioscience-10	105	29	.	.	PUNCT
bioscience-10	106	1	my	my	PRON
bioscience-10	106	2	concern	concern	NOUN
bioscience-10	106	3	is	be	AUX
bioscience-10	106	4	that	that	SCONJ
bioscience-10	106	5	,	,	PUNCT
bioscience-10	106	6	although	although	SCONJ
bioscience-10	106	7	java	java	PROPN
bioscience-10	106	8	has	have	VERB
bioscience-10	106	9	a	a	DET
bioscience-10	106	10	smaller	small	ADJ
bioscience-10	106	11	relationship	relationship	NOUN
bioscience-10	106	12	with	with	ADP
bioscience-10	106	13	bioinformatics	bioinformatic	NOUN
bioscience-10	106	14	compared	compare	VERB
bioscience-10	106	15	to	to	ADP
bioscience-10	106	16	python	python	NOUN
bioscience-10	106	17	,	,	PUNCT
bioscience-10	106	18	few	few	ADJ
bioscience-10	106	19	training	training	NOUN
bioscience-10	106	20	companies	company	NOUN
bioscience-10	106	21	offer	offer	VERB
bioscience-10	106	22	python	python	NOUN
bioscience-10	106	23	and	and	CCONJ
bioscience-10	106	24	fewer	few	ADJ
bioscience-10	106	25	do	do	VERB
bioscience-10	106	26	so	so	ADV
bioscience-10	106	27	professionally	professionally	ADV
bioscience-10	106	28	in	in	ADP
bioscience-10	106	29	our	our	PRON
bioscience-10	106	30	arab	arab	ADJ
bioscience-10	106	31	world	world	NOUN
bioscience-10	106	32	compared	compare	VERB
bioscience-10	106	33	to	to	ADP
bioscience-10	106	34	java	java	PROPN
bioscience-10	106	35	.	.	PUNCT
bioscience-10	107	1	in	in	ADP
bioscience-10	107	2	this	this	DET
bioscience-10	107	3	regard	regard	NOUN
bioscience-10	107	4	,	,	PUNCT
bioscience-10	107	5	while	while	SCONJ
bioscience-10	107	6	you	you	PRON
bioscience-10	107	7	are	be	AUX
bioscience-10	107	8	learning	learn	VERB
bioscience-10	107	9	computer	computer	NOUN
bioscience-10	107	10	language	language	NOUN
bioscience-10	107	11	,	,	PUNCT
bioscience-10	107	12	you	you	PRON
bioscience-10	107	13	need	need	VERB
bioscience-10	107	14	to	to	PART
bioscience-10	107	15	understand	understand	VERB
bioscience-10	107	16	the	the	DET
bioscience-10	107	17	fundamentals	fundamental	NOUN
bioscience-10	107	18	of	of	ADP
bioscience-10	107	19	computer	computer	NOUN
bioscience-10	107	20	science	science	NOUN
bioscience-10	107	21	.	.	PUNCT
bioscience-10	108	1	these	these	DET
bioscience-10	108	2	fundamentals	fundamental	NOUN
bioscience-10	108	3	involve	involve	VERB
bioscience-10	108	4	algorithms	algorithm	NOUN
bioscience-10	108	5	that	that	PRON
bioscience-10	108	6	are	be	AUX
bioscience-10	108	7	a	a	DET
bioscience-10	108	8	sequence	sequence	NOUN
bioscience-10	108	9	of	of	ADP
bioscience-10	108	10	commands	command	NOUN
bioscience-10	108	11	typically	typically	ADV
bioscience-10	108	12	used	use	VERB
bioscience-10	108	13	to	to	PART
bioscience-10	108	14	solve	solve	VERB
bioscience-10	108	15	a	a	DET
bioscience-10	108	16	problem	problem	NOUN
bioscience-10	108	17	or	or	CCONJ
bioscience-10	108	18	perform	perform	VERB
bioscience-10	108	19	a	a	DET
bioscience-10	108	20	computation	computation	NOUN
bioscience-10	108	21	,	,	PUNCT
bioscience-10	108	22	and	and	CCONJ
bioscience-10	108	23	can	can	AUX
bioscience-10	108	24	be	be	AUX
bioscience-10	108	25	expressed	express	VERB
bioscience-10	108	26	in	in	ADP
bioscience-10	108	27	a	a	DET
bioscience-10	108	28	finite	finite	ADJ
bioscience-10	108	29	number	number	NOUN
bioscience-10	108	30	of	of	ADP
bioscience-10	108	31	steps	step	NOUN
bioscience-10	108	32	and	and	CCONJ
bioscience-10	108	33	a	a	DET
bioscience-10	108	34	well	well	ADV
bioscience-10	108	35	-	-	PUNCT
bioscience-10	108	36	defined	define	VERB
bioscience-10	108	37	formal	formal	ADJ
bioscience-10	108	38	language	language	NOUN
bioscience-10	108	39	(	(	PUNCT
bioscience-10	108	40	33	33	NUM
bioscience-10	108	41	)	)	PUNCT
bioscience-10	108	42	.	.	PUNCT
bioscience-10	109	1	the	the	DET
bioscience-10	109	2	best	good	ADJ
bioscience-10	109	3	way	way	NOUN
bioscience-10	109	4	to	to	PART
bioscience-10	109	5	learn	learn	VERB
bioscience-10	109	6	algorithms	algorithm	NOUN
bioscience-10	109	7	in	in	ADP
bioscience-10	109	8	your	your	PRON
bioscience-10	109	9	first	first	ADJ
bioscience-10	109	10	step	step	NOUN
bioscience-10	109	11	is	be	AUX
bioscience-10	109	12	to	to	PART
bioscience-10	109	13	learn	learn	VERB
bioscience-10	109	14	algorithms	algorithm	NOUN
bioscience-10	109	15	by	by	ADP
bioscience-10	109	16	programming	programming	NOUN
bioscience-10	109	17	languages	language	NOUN
bioscience-10	109	18	that	that	PRON
bioscience-10	109	19	you	you	PRON
bioscience-10	109	20	have	have	AUX
bioscience-10	109	21	selected	select	VERB
bioscience-10	109	22	to	to	PART
bioscience-10	109	23	learn	learn	VERB
bioscience-10	109	24	such	such	ADJ
bioscience-10	109	25	as	as	ADP
bioscience-10	109	26	java	java	NOUN
bioscience-10	109	27	(	(	PUNCT
bioscience-10	109	28	34	34	NUM
bioscience-10	109	29	)	)	PUNCT
bioscience-10	109	30	,	,	PUNCT
bioscience-10	109	31	python	python	NOUN
bioscience-10	109	32	(	(	PUNCT
bioscience-10	109	33	35	35	NUM
bioscience-10	109	34	)	)	PUNCT
bioscience-10	109	35	,	,	PUNCT
bioscience-10	109	36	and	and	CCONJ
bioscience-10	109	37	perl	perl	NOUN
bioscience-10	109	38	(	(	PUNCT
bioscience-10	109	39	36	36	NUM
bioscience-10	109	40	)	)	PUNCT
bioscience-10	109	41	.	.	PUNCT
bioscience-10	110	1	using	use	VERB
bioscience-10	110	2	this	this	DET
bioscience-10	110	3	method	method	NOUN
bioscience-10	110	4	,	,	PUNCT
bioscience-10	110	5	in	in	ADP
bioscience-10	110	6	addition	addition	NOUN
bioscience-10	110	7	to	to	ADP
bioscience-10	110	8	learning	learn	VERB
bioscience-10	110	9	the	the	DET
bioscience-10	110	10	algorithm	algorithm	NOUN
bioscience-10	110	11	effectively	effectively	ADV
bioscience-10	110	12	,	,	PUNCT
bioscience-10	110	13	you	you	PRON
bioscience-10	110	14	will	will	AUX
bioscience-10	110	15	be	be	AUX
bioscience-10	110	16	able	able	ADJ
bioscience-10	110	17	to	to	PART
bioscience-10	110	18	sharpen	sharpen	VERB
bioscience-10	110	19	your	your	PRON
bioscience-10	110	20	coding	coding	NOUN
bioscience-10	110	21	skills	skill	NOUN
bioscience-10	110	22	.	.	PUNCT
bioscience-10	111	1	after	after	ADP
bioscience-10	111	2	studying	study	VERB
bioscience-10	111	3	programming	programming	NOUN
bioscience-10	111	4	language	language	NOUN
bioscience-10	111	5	in	in	ADP
bioscience-10	111	6	such	such	DET
bioscience-10	111	7	a	a	DET
bioscience-10	111	8	smarter	smart	ADJ
bioscience-10	111	9	way	way	NOUN
bioscience-10	111	10	,	,	PUNCT
bioscience-10	111	11	you	you	PRON
bioscience-10	111	12	can	can	AUX
bioscience-10	111	13	easily	easily	ADV
bioscience-10	111	14	add	add	VERB
bioscience-10	111	15	other	other	ADJ
bioscience-10	111	16	programming	programming	NOUN
bioscience-10	111	17	languages	language	NOUN
bioscience-10	111	18	to	to	ADP
bioscience-10	111	19	your	your	PRON
bioscience-10	111	20	set	set	NOUN
bioscience-10	111	21	.	.	PUNCT
bioscience-10	112	1	among	among	ADP
bioscience-10	112	2	these	these	DET
bioscience-10	112	3	languages	language	NOUN
bioscience-10	112	4	is	be	AUX
bioscience-10	112	5	r	r	NOUN
bioscience-10	112	6	,	,	PUNCT
bioscience-10	112	7	which	which	PRON
bioscience-10	112	8	is	be	AUX
bioscience-10	112	9	a	a	DET
bioscience-10	112	10	statistical	statistical	ADJ
bioscience-10	112	11	programming	programming	NOUN
bioscience-10	112	12	language	language	NOUN
bioscience-10	112	13	and	and	CCONJ
bioscience-10	112	14	common	common	ADJ
bioscience-10	112	15	computational	computational	ADJ
bioscience-10	112	16	tool	tool	NOUN
bioscience-10	112	17	for	for	ADP
bioscience-10	112	18	data	datum	NOUN
bioscience-10	112	19	analysts	analyst	NOUN
bioscience-10	112	20	,	,	PUNCT
bioscience-10	112	21	and	and	CCONJ
bioscience-10	112	22	is	be	AUX
bioscience-10	112	23	it	it	PRON
bioscience-10	112	24	has	have	AUX
bioscience-10	112	25	become	become	VERB
bioscience-10	112	26	one	one	NUM
bioscience-10	112	27	of	of	ADP
bioscience-10	112	28	the	the	DET
bioscience-10	112	29	most	most	ADV
bioscience-10	112	30	commonly	commonly	ADV
bioscience-10	112	31	utilized	utilize	VERB
bioscience-10	112	32	programming	programming	NOUN
bioscience-10	112	33	languages	language	NOUN
bioscience-10	112	34	in	in	ADP
bioscience-10	112	35	bioinformatics	bioinformatics	NOUN
bioscience-10	112	36	software	software	NOUN
bioscience-10	112	37	.	.	PUNCT
bioscience-10	113	1	this	this	PRON
bioscience-10	113	2	is	be	AUX
bioscience-10	113	3	mainly	mainly	ADV
bioscience-10	113	4	due	due	ADJ
bioscience-10	113	5	to	to	ADP
bioscience-10	113	6	its	its	PRON
bioscience-10	113	7	performance	performance	NOUN
bioscience-10	113	8	and	and	CCONJ
bioscience-10	113	9	the	the	DET
bioscience-10	113	10	richness	richness	NOUN
bioscience-10	113	11	of	of	ADP
bioscience-10	113	12	the	the	DET
bioscience-10	113	13	libraries	library	NOUN
bioscience-10	113	14	that	that	PRON
bioscience-10	113	15	could	could	AUX
bioscience-10	113	16	be	be	AUX
bioscience-10	113	17	used	use	VERB
bioscience-10	113	18	for	for	ADP
bioscience-10	113	19	data	data	NOUN
bioscience-10	113	20	manipulation	manipulation	NOUN
bioscience-10	113	21	and	and	CCONJ
bioscience-10	113	22	simulation	simulation	NOUN
bioscience-10	113	23	(	(	PUNCT
bioscience-10	113	24	37	37	NUM
bioscience-10	113	25	)	)	PUNCT
bioscience-10	113	26	.	.	PUNCT
bioscience-10	114	1	r	r	NOUN
bioscience-10	114	2	is	be	AUX
bioscience-10	114	3	very	very	ADV
bioscience-10	114	4	simple	simple	ADJ
bioscience-10	114	5	,	,	PUNCT
bioscience-10	114	6	and	and	CCONJ
bioscience-10	114	7	there	there	PRON
bioscience-10	114	8	are	be	VERB
bioscience-10	114	9	large	large	ADJ
bioscience-10	114	10	numbers	number	NOUN
bioscience-10	114	11	of	of	ADP
bioscience-10	114	12	r	r	NOUN
bioscience-10	114	13	libraries	library	NOUN
bioscience-10	114	14	developed	develop	VERB
bioscience-10	114	15	for	for	ADP
bioscience-10	114	16	bioinformatics	bioinformatics	NOUN
bioscience-10	114	17	.	.	PUNCT
bioscience-10	115	1	it	it	PRON
bioscience-10	115	2	might	might	AUX
bioscience-10	115	3	be	be	AUX
bioscience-10	115	4	difficult	difficult	ADJ
bioscience-10	115	5	for	for	SCONJ
bioscience-10	115	6	biological	biological	ADJ
bioscience-10	115	7	researchers	researcher	NOUN
bioscience-10	115	8	to	to	PART
bioscience-10	115	9	learn	learn	VERB
bioscience-10	115	10	coding	coding	NOUN
bioscience-10	115	11	and	and	CCONJ
bioscience-10	115	12	algorithms	algorithm	NOUN
bioscience-10	115	13	,	,	PUNCT
bioscience-10	115	14	and	and	CCONJ
bioscience-10	115	15	my	my	PRON
bioscience-10	115	16	recommendations	recommendation	NOUN
bioscience-10	115	17	for	for	ADP
bioscience-10	115	18	easy	easy	ADJ
bioscience-10	115	19	learning	learning	NOUN
bioscience-10	115	20	are	be	AUX
bioscience-10	115	21	:	:	PUNCT
bioscience-10	115	22	1	1	X
bioscience-10	115	23	)	)	PUNCT
bioscience-10	115	24	practice	practice	VERB
bioscience-10	115	25	basic	basic	ADJ
bioscience-10	115	26	codes	code	NOUN
bioscience-10	115	27	as	as	ADV
bioscience-10	115	28	much	much	ADV
bioscience-10	115	29	as	as	SCONJ
bioscience-10	115	30	you	you	PRON
bioscience-10	115	31	can	can	AUX
bioscience-10	115	32	,	,	PUNCT
bioscience-10	115	33	i	i	PRON
bioscience-10	115	34	would	would	AUX
bioscience-10	115	35	prefer	prefer	VERB
bioscience-10	115	36	to	to	PART
bioscience-10	115	37	write	write	VERB
bioscience-10	115	38	these	these	DET
bioscience-10	115	39	codes	code	NOUN
bioscience-10	115	40	a	a	DET
bioscience-10	115	41	couple	couple	NOUN
bioscience-10	115	42	times	time	NOUN
bioscience-10	115	43	by	by	ADP
bioscience-10	115	44	hand	hand	NOUN
bioscience-10	115	45	and	and	CCONJ
bioscience-10	115	46	then	then	ADV
bioscience-10	115	47	run	run	VERB
bioscience-10	115	48	it	it	PRON
bioscience-10	115	49	under	under	ADP
bioscience-10	115	50	the	the	DET
bioscience-10	115	51	computer	computer	NOUN
bioscience-10	115	52	language	language	NOUN
bioscience-10	115	53	compiler	compiler	NOUN
bioscience-10	115	54	.	.	PUNCT
bioscience-10	116	1	2	2	X
bioscience-10	116	2	)	)	PUNCT
bioscience-10	116	3	do	do	AUX
bioscience-10	116	4	n't	not	PART
bioscience-10	116	5	spend	spend	VERB
bioscience-10	116	6	much	much	ADJ
bioscience-10	116	7	of	of	ADP
bioscience-10	116	8	your	your	PRON
bioscience-10	116	9	time	time	NOUN
bioscience-10	116	10	on	on	ADP
bioscience-10	116	11	graphical	graphical	ADJ
bioscience-10	116	12	user	user	NOUN
bioscience-10	116	13	interface	interface	NOUN
bioscience-10	116	14	(	(	PUNCT
bioscience-10	116	15	gui	gui	NOUN
bioscience-10	116	16	)	)	PUNCT
bioscience-10	116	17	coding	coding	NOUN
bioscience-10	116	18	,	,	PUNCT
bioscience-10	116	19	most	most	ADV
bioscience-10	116	20	common	common	ADJ
bioscience-10	116	21	bioinformatics	bioinformatics	NOUN
bioscience-10	116	22	software	software	NOUN
bioscience-10	116	23	do	do	AUX
bioscience-10	116	24	n't	not	PART
bioscience-10	116	25	have	have	VERB
bioscience-10	116	26	a	a	DET
bioscience-10	116	27	gui	gui	NOUN
bioscience-10	116	28	,	,	PUNCT
bioscience-10	116	29	but	but	CCONJ
bioscience-10	116	30	instead	instead	ADV
bioscience-10	116	31	focus	focus	VERB
bioscience-10	116	32	on	on	ADP
bioscience-10	116	33	learning	learn	VERB
bioscience-10	116	34	programming	programming	NOUN
bioscience-10	116	35	skills	skill	NOUN
bioscience-10	116	36	.	.	PUNCT
bioscience-10	117	1	3	3	X
bioscience-10	117	2	)	)	PUNCT
bioscience-10	117	3	do	do	AUX
bioscience-10	117	4	not	not	PART
bioscience-10	117	5	forget	forget	VERB
bioscience-10	117	6	that	that	SCONJ
bioscience-10	117	7	,	,	PUNCT
bioscience-10	117	8	for	for	ADP
bioscience-10	117	9	the	the	DET
bioscience-10	117	10	purpose	purpose	NOUN
bioscience-10	117	11	of	of	ADP
bioscience-10	117	12	interpreting	interpret	VERB
bioscience-10	117	13	biological	biological	ADJ
bioscience-10	117	14	data	datum	NOUN
bioscience-10	117	15	,	,	PUNCT
bioscience-10	117	16	you	you	PRON
bioscience-10	117	17	are	be	AUX
bioscience-10	117	18	studying	study	VERB
bioscience-10	117	19	programming	programming	NOUN
bioscience-10	117	20	language	language	NOUN
bioscience-10	117	21	,	,	PUNCT
bioscience-10	117	22	and	and	CCONJ
bioscience-10	117	23	you	you	PRON
bioscience-10	117	24	are	be	AUX
bioscience-10	117	25	not	not	PART
bioscience-10	117	26	a	a	DET
bioscience-10	117	27	computer	computer	NOUN
bioscience-10	117	28	scientist	scientist	NOUN
bioscience-10	117	29	.	.	PUNCT
bioscience-10	118	1	based	base	VERB
bioscience-10	118	2	on	on	ADP
bioscience-10	118	3	this	this	PRON
bioscience-10	118	4	,	,	PUNCT
bioscience-10	118	5	do	do	AUX
bioscience-10	118	6	n't	not	PART
bioscience-10	118	7	go	go	VERB
bioscience-10	118	8	deep	deep	ADV
bioscience-10	118	9	into	into	ADP
bioscience-10	118	10	programming	programming	NOUN
bioscience-10	118	11	language	language	NOUN
bioscience-10	118	12	http://environmentalomics.org/bio-%20linux/	http://environmentalomics.org/bio-%20linux/	NOUN
bioscience-10	118	13	http://environmentalomics.org/bio-%20linux/	http://environmentalomics.org/bio-%20linux/	VERB
bioscience-10	118	14	the	the	DET
bioscience-10	118	15	art	art	NOUN
bioscience-10	118	16	of	of	ADP
bioscience-10	118	17	bioinformatics	bioinformatics	NOUN
bioscience-10	118	18	learning	learn	VERB
bioscience-10	118	19	in	in	ADP
bioscience-10	118	20	our	our	PRON
bioscience-10	118	21	arabic	arabic	ADJ
bioscience-10	118	22	world	world	NOUN
bioscience-10	118	23	highlights	highlight	NOUN
bioscience-10	118	24	in	in	ADP
bioscience-10	118	25	bioscience	bioscience	NOUN
bioscience-10	118	26	doi	doi	NOUN
bioscience-10	118	27	:	:	PUNCT
bioscience-10	118	28	10.36462	10.36462	NUM
bioscience-10	118	29	/	/	SYM
bioscience-10	118	30	h.biosci.20193	h.biosci.20193	NOUN
bioscience-10	118	31	october	october	PROPN
bioscience-10	118	32	2019	2019	NUM
bioscience-10	118	33	|	|	ADV
bioscience-10	118	34	volume2	volume2	ADV
bioscience-10	118	35	http://highlightsin.org/index.php/bioscience/	http://highlightsin.org/index.php/bioscience/	VERB
bioscience-10	118	36	page	page	NOUN
bioscience-10	118	37	5	5	NUM
bioscience-10	118	38	of	of	ADP
bioscience-10	118	39	10	10	NUM
bioscience-10	118	40	learning	learning	NOUN
bioscience-10	118	41	,	,	PUNCT
bioscience-10	118	42	instead	instead	ADV
bioscience-10	118	43	of	of	ADP
bioscience-10	118	44	considering	consider	VERB
bioscience-10	118	45	what	what	PRON
bioscience-10	118	46	it	it	PRON
bioscience-10	118	47	can	can	AUX
bioscience-10	118	48	give	give	VERB
bioscience-10	118	49	you	you	PRON
bioscience-10	118	50	to	to	PART
bioscience-10	118	51	achieve	achieve	VERB
bioscience-10	118	52	your	your	PRON
bioscience-10	118	53	goal	goal	NOUN
bioscience-10	118	54	.	.	PUNCT
bioscience-10	119	1	4	4	NUM
bioscience-10	119	2	)	)	PUNCT
bioscience-10	119	3	after	after	ADP
bioscience-10	119	4	learning	learn	VERB
bioscience-10	119	5	basics	basic	NOUN
bioscience-10	119	6	,	,	PUNCT
bioscience-10	119	7	you	you	PRON
bioscience-10	119	8	can	can	AUX
bioscience-10	119	9	search	search	VERB
bioscience-10	119	10	for	for	ADP
bioscience-10	119	11	programming	programming	NOUN
bioscience-10	119	12	codes	code	NOUN
bioscience-10	119	13	that	that	PRON
bioscience-10	119	14	address	address	VERB
bioscience-10	119	15	simple	simple	ADJ
bioscience-10	119	16	biological	biological	ADJ
bioscience-10	119	17	issues	issue	NOUN
bioscience-10	119	18	such	such	ADJ
bioscience-10	119	19	as	as	ADP
bioscience-10	119	20	dna	dna	PROPN
bioscience-10	119	21	transcription	transcription	NOUN
bioscience-10	119	22	and	and	CCONJ
bioscience-10	119	23	translation	translation	NOUN
bioscience-10	119	24	,	,	PUNCT
bioscience-10	119	25	reversing	reverse	VERB
bioscience-10	119	26	dna	dna	NOUN
bioscience-10	119	27	sequence	sequence	NOUN
bioscience-10	119	28	,	,	PUNCT
bioscience-10	119	29	and	and	CCONJ
bioscience-10	119	30	scripts	script	NOUN
bioscience-10	119	31	which	which	PRON
bioscience-10	119	32	reflect	reflect	VERB
bioscience-10	119	33	the	the	DET
bioscience-10	119	34	use	use	NOUN
bioscience-10	119	35	of	of	ADP
bioscience-10	119	36	simple	simple	ADJ
bioscience-10	119	37	genetic	genetic	ADJ
bioscience-10	119	38	concepts	concept	NOUN
bioscience-10	119	39	without	without	ADP
bioscience-10	119	40	the	the	DET
bioscience-10	119	41	use	use	NOUN
bioscience-10	119	42	of	of	ADP
bioscience-10	119	43	external	external	ADJ
bioscience-10	119	44	libraries	library	NOUN
bioscience-10	119	45	.	.	PUNCT
bioscience-10	120	1	5	5	X
bioscience-10	120	2	)	)	PUNCT
bioscience-10	120	3	do	do	AUX
bioscience-10	120	4	not	not	PART
bioscience-10	120	5	use	use	VERB
bioscience-10	120	6	libraries	library	NOUN
bioscience-10	120	7	/	/	SYM
bioscience-10	120	8	modules	module	NOUN
bioscience-10	120	9	/	/	SYM
bioscience-10	120	10	packages	package	NOUN
bioscience-10	120	11	for	for	ADP
bioscience-10	120	12	simple	simple	ADJ
bioscience-10	120	13	tasks	task	NOUN
bioscience-10	120	14	in	in	ADP
bioscience-10	120	15	your	your	PRON
bioscience-10	120	16	first	first	ADJ
bioscience-10	120	17	steps	step	NOUN
bioscience-10	120	18	;	;	PUNCT
bioscience-10	120	19	you	you	PRON
bioscience-10	120	20	need	need	VERB
bioscience-10	120	21	to	to	PART
bioscience-10	120	22	learn	learn	VERB
bioscience-10	120	23	how	how	SCONJ
bioscience-10	120	24	to	to	PART
bioscience-10	120	25	use	use	VERB
bioscience-10	120	26	computer	computer	NOUN
bioscience-10	120	27	language	language	NOUN
bioscience-10	120	28	to	to	PART
bioscience-10	120	29	apply	apply	VERB
bioscience-10	120	30	scientific	scientific	ADJ
bioscience-10	120	31	principles	principle	NOUN
bioscience-10	120	32	in	in	ADP
bioscience-10	120	33	algorithmic	algorithmic	ADJ
bioscience-10	120	34	analysis	analysis	NOUN
bioscience-10	120	35	.	.	PUNCT
bioscience-10	121	1	6	6	X
bioscience-10	121	2	)	)	PUNCT
bioscience-10	121	3	organize	organize	VERB
bioscience-10	121	4	yourself	yourself	PRON
bioscience-10	121	5	;	;	PUNCT
bioscience-10	121	6	the	the	DET
bioscience-10	121	7	first	first	ADJ
bioscience-10	121	8	lines	line	NOUN
bioscience-10	121	9	of	of	ADP
bioscience-10	121	10	your	your	PRON
bioscience-10	121	11	scripts	script	NOUN
bioscience-10	121	12	should	should	AUX
bioscience-10	121	13	indicate	indicate	VERB
bioscience-10	121	14	the	the	DET
bioscience-10	121	15	use	use	NOUN
bioscience-10	121	16	of	of	ADP
bioscience-10	121	17	the	the	DET
bioscience-10	121	18	script	script	NOUN
bioscience-10	121	19	and	and	CCONJ
bioscience-10	121	20	its	its	PRON
bioscience-10	121	21	input	input	NOUN
bioscience-10	121	22	and	and	CCONJ
bioscience-10	121	23	expected	expect	VERB
bioscience-10	121	24	output	output	NOUN
bioscience-10	121	25	data	datum	NOUN
bioscience-10	121	26	.	.	PUNCT
bioscience-10	122	1	you	you	PRON
bioscience-10	122	2	'll	will	AUX
bioscience-10	122	3	use	use	VERB
bioscience-10	122	4	these	these	DET
bioscience-10	122	5	scripts	script	NOUN
bioscience-10	122	6	in	in	ADP
bioscience-10	122	7	several	several	ADJ
bioscience-10	122	8	occasions	occasion	NOUN
bioscience-10	122	9	,	,	PUNCT
bioscience-10	122	10	and	and	CCONJ
bioscience-10	122	11	it	it	PRON
bioscience-10	122	12	's	be	AUX
bioscience-10	122	13	unfair	unfair	ADJ
bioscience-10	122	14	to	to	PART
bioscience-10	122	15	waste	waste	VERB
bioscience-10	122	16	your	your	PRON
bioscience-10	122	17	time	time	NOUN
bioscience-10	122	18	rewriting	rewrite	VERB
bioscience-10	122	19	the	the	DET
bioscience-10	122	20	same	same	ADJ
bioscience-10	122	21	code	code	NOUN
bioscience-10	122	22	.	.	PUNCT
bioscience-10	123	1	7	7	X
bioscience-10	123	2	)	)	PUNCT
bioscience-10	123	3	you	you	PRON
bioscience-10	123	4	can	can	AUX
bioscience-10	123	5	use	use	VERB
bioscience-10	123	6	the	the	DET
bioscience-10	123	7	same	same	ADJ
bioscience-10	123	8	script	script	NOUN
bioscience-10	123	9	or	or	CCONJ
bioscience-10	123	10	tool	tool	NOUN
bioscience-10	123	11	differently	differently	ADV
bioscience-10	123	12	;	;	PUNCT
bioscience-10	123	13	this	this	PRON
bioscience-10	123	14	depends	depend	VERB
bioscience-10	123	15	on	on	ADP
bioscience-10	123	16	your	your	PRON
bioscience-10	123	17	imagination	imagination	NOUN
bioscience-10	123	18	.	.	PUNCT
bioscience-10	124	1	8)	8)	NUM
bioscience-10	124	2	try	try	VERB
bioscience-10	124	3	to	to	PART
bioscience-10	124	4	write	write	VERB
bioscience-10	124	5	clean	clean	ADJ
bioscience-10	124	6	and	and	CCONJ
bioscience-10	124	7	structured	structured	ADJ
bioscience-10	124	8	scripts	script	NOUN
bioscience-10	124	9	where	where	SCONJ
bioscience-10	124	10	the	the	DET
bioscience-10	124	11	overused	overused	ADJ
bioscience-10	124	12	programming	programming	NOUN
bioscience-10	124	13	functions	function	NOUN
bioscience-10	124	14	can	can	AUX
bioscience-10	124	15	be	be	AUX
bioscience-10	124	16	found	find	VERB
bioscience-10	124	17	in	in	ADP
bioscience-10	124	18	wellorganized	wellorganize	VERB
bioscience-10	124	19	libraries	library	NOUN
bioscience-10	124	20	.	.	PUNCT
bioscience-10	125	1	it	it	PRON
bioscience-10	125	2	would	would	AUX
bioscience-10	125	3	provide	provide	VERB
bioscience-10	125	4	the	the	DET
bioscience-10	125	5	ability	ability	NOUN
bioscience-10	125	6	to	to	PART
bioscience-10	125	7	use	use	VERB
bioscience-10	125	8	the	the	DET
bioscience-10	125	9	same	same	ADJ
bioscience-10	125	10	collection	collection	NOUN
bioscience-10	125	11	of	of	ADP
bioscience-10	125	12	libraries	library	NOUN
bioscience-10	125	13	for	for	ADP
bioscience-10	125	14	various	various	ADJ
bioscience-10	125	15	uses	use	NOUN
bioscience-10	125	16	in	in	ADP
bioscience-10	125	17	different	different	ADJ
bioscience-10	125	18	projects	project	NOUN
bioscience-10	125	19	.	.	PUNCT
bioscience-10	126	1	9	9	X
bioscience-10	126	2	)	)	PUNCT
bioscience-10	126	3	backup	backup	NOUN
bioscience-10	126	4	your	your	PRON
bioscience-10	126	5	scripts	script	NOUN
bioscience-10	126	6	every	every	DET
bioscience-10	126	7	week	week	NOUN
bioscience-10	126	8	.	.	PUNCT
bioscience-10	127	1	mathematics	mathematic	NOUN
bioscience-10	127	2	and	and	CCONJ
bioscience-10	127	3	bioinformatics	bioinformatics	NOUN
bioscience-10	127	4	most	most	ADV
bioscience-10	127	5	educational	educational	ADJ
bioscience-10	127	6	systems	system	NOUN
bioscience-10	127	7	in	in	ADP
bioscience-10	127	8	our	our	PRON
bioscience-10	127	9	arab	arab	ADJ
bioscience-10	127	10	world	world	NOUN
bioscience-10	127	11	are	be	AUX
bioscience-10	127	12	concerned	concern	VERB
bioscience-10	127	13	with	with	ADP
bioscience-10	127	14	teaching	teach	VERB
bioscience-10	127	15	students	student	NOUN
bioscience-10	127	16	without	without	ADP
bioscience-10	127	17	proper	proper	ADJ
bioscience-10	127	18	application	application	NOUN
bioscience-10	127	19	of	of	ADP
bioscience-10	127	20	mathematics	mathematic	NOUN
bioscience-10	127	21	principles	principle	NOUN
bioscience-10	127	22	where	where	SCONJ
bioscience-10	127	23	student	student	NOUN
bioscience-10	127	24	knowledge	knowledge	NOUN
bioscience-10	127	25	of	of	ADP
bioscience-10	127	26	these	these	DET
bioscience-10	127	27	basics	basic	NOUN
bioscience-10	127	28	are	be	AUX
bioscience-10	127	29	not	not	PART
bioscience-10	127	30	linked	link	VERB
bioscience-10	127	31	to	to	ADP
bioscience-10	127	32	their	their	PRON
bioscience-10	127	33	use	use	NOUN
bioscience-10	127	34	.	.	PUNCT
bioscience-10	128	1	there	there	PRON
bioscience-10	128	2	is	be	VERB
bioscience-10	128	3	an	an	DET
bioscience-10	128	4	easier	easy	ADJ
bioscience-10	128	5	way	way	NOUN
bioscience-10	128	6	to	to	PART
bioscience-10	128	7	teach	teach	VERB
bioscience-10	128	8	mathematical	mathematical	ADJ
bioscience-10	128	9	rules	rule	NOUN
bioscience-10	128	10	in	in	ADP
bioscience-10	128	11	other	other	ADJ
bioscience-10	128	12	countries	country	NOUN
bioscience-10	128	13	by	by	ADP
bioscience-10	128	14	providing	provide	VERB
bioscience-10	128	15	real	real	ADJ
bioscience-10	128	16	-	-	PUNCT
bioscience-10	128	17	life	life	NOUN
bioscience-10	128	18	experiments	experiment	NOUN
bioscience-10	128	19	to	to	ADP
bioscience-10	128	20	learners	learner	NOUN
bioscience-10	128	21	(	(	PUNCT
bioscience-10	128	22	38	38	NUM
bioscience-10	128	23	)	)	PUNCT
bioscience-10	128	24	.	.	PUNCT
bioscience-10	129	1	most	most	ADJ
bioscience-10	129	2	arabic	arabic	ADJ
bioscience-10	129	3	students	student	NOUN
bioscience-10	129	4	have	have	VERB
bioscience-10	129	5	a	a	DET
bioscience-10	129	6	decent	decent	ADJ
bioscience-10	129	7	mathematical	mathematical	ADJ
bioscience-10	129	8	background	background	NOUN
bioscience-10	129	9	based	base	VERB
bioscience-10	129	10	on	on	ADP
bioscience-10	129	11	their	their	PRON
bioscience-10	129	12	high	high	ADJ
bioscience-10	129	13	school	school	NOUN
bioscience-10	129	14	education	education	NOUN
bioscience-10	129	15	,	,	PUNCT
bioscience-10	129	16	which	which	PRON
bioscience-10	129	17	might	might	AUX
bioscience-10	129	18	be	be	AUX
bioscience-10	129	19	enough	enough	ADJ
bioscience-10	129	20	to	to	PART
bioscience-10	129	21	start	start	VERB
bioscience-10	129	22	learning	learn	VERB
bioscience-10	129	23	the	the	DET
bioscience-10	129	24	science	science	NOUN
bioscience-10	129	25	of	of	ADP
bioscience-10	129	26	bioinformatics	bioinformatics	NOUN
bioscience-10	129	27	,	,	PUNCT
bioscience-10	129	28	but	but	CCONJ
bioscience-10	129	29	my	my	PRON
bioscience-10	129	30	basic	basic	ADJ
bioscience-10	129	31	concern	concern	NOUN
bioscience-10	129	32	is	be	AUX
bioscience-10	129	33	that	that	SCONJ
bioscience-10	129	34	,	,	PUNCT
bioscience-10	129	35	they	they	PRON
bioscience-10	129	36	need	need	VERB
bioscience-10	129	37	to	to	PART
bioscience-10	129	38	get	get	VERB
bioscience-10	129	39	missing	miss	VERB
bioscience-10	129	40	knowledge	knowledge	NOUN
bioscience-10	129	41	through	through	ADP
bioscience-10	129	42	straightforward	straightforward	ADJ
bioscience-10	129	43	courses	course	NOUN
bioscience-10	129	44	.	.	PUNCT
bioscience-10	130	1	the	the	DET
bioscience-10	130	2	main	main	ADJ
bioscience-10	130	3	target	target	NOUN
bioscience-10	130	4	is	be	AUX
bioscience-10	130	5	a	a	DET
bioscience-10	130	6	sub	sub	NOUN
bioscience-10	130	7	-	-	NOUN
bioscience-10	130	8	science	science	NOUN
bioscience-10	130	9	of	of	ADP
bioscience-10	130	10	mathematics	mathematic	NOUN
bioscience-10	130	11	,	,	PUNCT
bioscience-10	130	12	statistics	statistic	NOUN
bioscience-10	130	13	.	.	PUNCT
bioscience-10	131	1	statistics	statistic	NOUN
bioscience-10	131	2	is	be	AUX
bioscience-10	131	3	a	a	DET
bioscience-10	131	4	systematic	systematic	ADJ
bioscience-10	131	5	and	and	CCONJ
bioscience-10	131	6	random	random	ADJ
bioscience-10	131	7	analysis	analysis	NOUN
bioscience-10	131	8	of	of	ADP
bioscience-10	131	9	variability	variability	NOUN
bioscience-10	131	10	.	.	PUNCT
bioscience-10	132	1	in	in	ADP
bioscience-10	132	2	many	many	ADJ
bioscience-10	132	3	aspects	aspect	NOUN
bioscience-10	132	4	of	of	ADP
bioscience-10	132	5	scientific	scientific	ADJ
bioscience-10	132	6	research	research	NOUN
bioscience-10	132	7	,	,	PUNCT
bioscience-10	132	8	statistical	statistical	ADJ
bioscience-10	132	9	methods	method	NOUN
bioscience-10	132	10	are	be	AUX
bioscience-10	132	11	valuable	valuable	ADJ
bioscience-10	132	12	.	.	PUNCT
bioscience-10	133	1	they	they	PRON
bioscience-10	133	2	constitute	constitute	VERB
bioscience-10	133	3	the	the	DET
bioscience-10	133	4	research	research	NOUN
bioscience-10	133	5	of	of	ADP
bioscience-10	133	6	the	the	DET
bioscience-10	133	7	right	right	ADJ
bioscience-10	133	8	way	way	NOUN
bioscience-10	133	9	to	to	PART
bioscience-10	133	10	collect	collect	VERB
bioscience-10	133	11	process	process	NOUN
bioscience-10	133	12	and	and	CCONJ
bioscience-10	133	13	interpret	interpret	VERB
bioscience-10	133	14	data	datum	NOUN
bioscience-10	133	15	(	(	PUNCT
bioscience-10	133	16	40	40	NUM
bioscience-10	133	17	)	)	PUNCT
bioscience-10	133	18	.	.	PUNCT
bioscience-10	134	1	the	the	DET
bioscience-10	134	2	connection	connection	NOUN
bioscience-10	134	3	between	between	ADP
bioscience-10	134	4	statistical	statistical	ADJ
bioscience-10	134	5	methods	method	NOUN
bioscience-10	134	6	and	and	CCONJ
bioscience-10	134	7	bioinformatics	bioinformatics	NOUN
bioscience-10	134	8	is	be	AUX
bioscience-10	134	9	very	very	ADV
bioscience-10	134	10	critical	critical	ADJ
bioscience-10	134	11	;	;	PUNCT
bioscience-10	134	12	you	you	PRON
bioscience-10	134	13	might	might	AUX
bioscience-10	134	14	argue	argue	VERB
bioscience-10	134	15	that	that	SCONJ
bioscience-10	134	16	most	most	ADJ
bioscience-10	134	17	of	of	ADP
bioscience-10	134	18	the	the	DET
bioscience-10	134	19	biological	biological	ADJ
bioscience-10	134	20	data	datum	NOUN
bioscience-10	134	21	analysis	analysis	NOUN
bioscience-10	134	22	could	could	AUX
bioscience-10	134	23	not	not	PART
bioscience-10	134	24	be	be	AUX
bioscience-10	134	25	conducted	conduct	VERB
bioscience-10	134	26	without	without	ADP
bioscience-10	134	27	a	a	DET
bioscience-10	134	28	good	good	ADJ
bioscience-10	134	29	statistical	statistical	ADJ
bioscience-10	134	30	background	background	NOUN
bioscience-10	134	31	(	(	PUNCT
bioscience-10	134	32	41	41	NUM
bioscience-10	134	33	)	)	PUNCT
bioscience-10	134	34	.	.	PUNCT
bioscience-10	135	1	as	as	ADP
bioscience-10	135	2	a	a	DET
bioscience-10	135	3	bioinformatician	bioinformatician	NOUN
bioscience-10	135	4	,	,	PUNCT
bioscience-10	135	5	you	you	PRON
bioscience-10	135	6	will	will	AUX
bioscience-10	135	7	continue	continue	VERB
bioscience-10	135	8	to	to	PART
bioscience-10	135	9	learn	learn	VERB
bioscience-10	135	10	the	the	DET
bioscience-10	135	11	fundamentals	fundamental	NOUN
bioscience-10	135	12	and	and	CCONJ
bioscience-10	135	13	implementations	implementation	NOUN
bioscience-10	135	14	of	of	ADP
bioscience-10	135	15	this	this	DET
bioscience-10	135	16	science	science	NOUN
bioscience-10	135	17	in	in	ADP
bioscience-10	135	18	biology	biology	NOUN
bioscience-10	135	19	for	for	ADP
bioscience-10	135	20	the	the	DET
bioscience-10	135	21	most	most	ADJ
bioscience-10	135	22	part	part	NOUN
bioscience-10	135	23	of	of	ADP
bioscience-10	135	24	your	your	PRON
bioscience-10	135	25	life	life	NOUN
bioscience-10	135	26	.	.	PUNCT
bioscience-10	136	1	on	on	ADP
bioscience-10	136	2	the	the	DET
bioscience-10	136	3	other	other	ADJ
bioscience-10	136	4	hand	hand	NOUN
bioscience-10	136	5	,	,	PUNCT
bioscience-10	136	6	the	the	DET
bioscience-10	136	7	basics	basic	NOUN
bioscience-10	136	8	of	of	ADP
bioscience-10	136	9	this	this	DET
bioscience-10	136	10	science	science	NOUN
bioscience-10	136	11	will	will	AUX
bioscience-10	136	12	need	need	VERB
bioscience-10	136	13	to	to	PART
bioscience-10	136	14	be	be	AUX
bioscience-10	136	15	practiced	practice	VERB
bioscience-10	136	16	in	in	ADP
bioscience-10	136	17	a	a	DET
bioscience-10	136	18	simple	simple	ADJ
bioscience-10	136	19	way	way	NOUN
bioscience-10	136	20	,	,	PUNCT
bioscience-10	136	21	where	where	SCONJ
bioscience-10	136	22	you	you	PRON
bioscience-10	136	23	can	can	AUX
bioscience-10	136	24	use	use	VERB
bioscience-10	136	25	r	r	NOUN
bioscience-10	136	26	programming	programming	NOUN
bioscience-10	136	27	to	to	PART
bioscience-10	136	28	study	study	VERB
bioscience-10	136	29	statistical	statistical	ADJ
bioscience-10	136	30	methods	method	NOUN
bioscience-10	136	31	.	.	PUNCT
bioscience-10	137	1	as	as	SCONJ
bioscience-10	137	2	i	i	PRON
bioscience-10	137	3	mentioned	mention	VERB
bioscience-10	137	4	earlier	early	ADV
bioscience-10	137	5	,	,	PUNCT
bioscience-10	137	6	r	r	NOUN
bioscience-10	137	7	is	be	AUX
bioscience-10	137	8	a	a	DET
bioscience-10	137	9	programming	programming	NOUN
bioscience-10	137	10	language	language	NOUN
bioscience-10	137	11	that	that	PRON
bioscience-10	137	12	has	have	AUX
bioscience-10	137	13	been	be	AUX
bioscience-10	137	14	written	write	VERB
bioscience-10	137	15	for	for	ADP
bioscience-10	137	16	statistical	statistical	ADJ
bioscience-10	137	17	analysis	analysis	NOUN
bioscience-10	137	18	in	in	ADP
bioscience-10	137	19	general	general	ADJ
bioscience-10	137	20	,	,	PUNCT
bioscience-10	137	21	and	and	CCONJ
bioscience-10	137	22	studying	study	VERB
bioscience-10	137	23	basic	basic	ADJ
bioscience-10	137	24	statistics	statistic	NOUN
bioscience-10	137	25	through	through	ADP
bioscience-10	137	26	r	r	NOUN
bioscience-10	137	27	could	could	AUX
bioscience-10	137	28	provide	provide	VERB
bioscience-10	137	29	an	an	DET
bioscience-10	137	30	opportunity	opportunity	NOUN
bioscience-10	137	31	to	to	PART
bioscience-10	137	32	learn	learn	VERB
bioscience-10	137	33	a	a	DET
bioscience-10	137	34	new	new	ADJ
bioscience-10	137	35	language	language	NOUN
bioscience-10	137	36	and	and	CCONJ
bioscience-10	137	37	to	to	PART
bioscience-10	137	38	understand	understand	VERB
bioscience-10	137	39	the	the	DET
bioscience-10	137	40	basics	basic	NOUN
bioscience-10	137	41	of	of	ADP
bioscience-10	137	42	statistics	statistic	NOUN
bioscience-10	137	43	in	in	ADP
bioscience-10	137	44	the	the	DET
bioscience-10	137	45	main	main	ADJ
bioscience-10	137	46	time	time	NOUN
bioscience-10	137	47	.	.	PUNCT
bioscience-10	138	1	this	this	PRON
bioscience-10	138	2	does	do	AUX
bioscience-10	138	3	n't	not	PART
bioscience-10	138	4	mean	mean	VERB
bioscience-10	138	5	that	that	SCONJ
bioscience-10	138	6	you	you	PRON
bioscience-10	138	7	do	do	AUX
bioscience-10	138	8	n't	not	PART
bioscience-10	138	9	have	have	VERB
bioscience-10	138	10	to	to	PART
bioscience-10	138	11	solve	solve	VERB
bioscience-10	138	12	statistical	statistical	ADJ
bioscience-10	138	13	problems	problem	NOUN
bioscience-10	138	14	by	by	ADP
bioscience-10	138	15	hand	hand	NOUN
bioscience-10	138	16	,	,	PUNCT
bioscience-10	138	17	but	but	CCONJ
bioscience-10	138	18	it	it	PRON
bioscience-10	138	19	does	do	AUX
bioscience-10	138	20	mean	mean	VERB
bioscience-10	138	21	that	that	SCONJ
bioscience-10	138	22	you	you	PRON
bioscience-10	138	23	have	have	VERB
bioscience-10	138	24	to	to	PART
bioscience-10	138	25	understand	understand	VERB
bioscience-10	138	26	both	both	DET
bioscience-10	138	27	ways	way	NOUN
bioscience-10	138	28	.	.	PUNCT
bioscience-10	139	1	early	early	ADJ
bioscience-10	139	2	publishing	publishing	NOUN
bioscience-10	139	3	of	of	ADP
bioscience-10	139	4	students	student	NOUN
bioscience-10	139	5	and	and	CCONJ
bioscience-10	139	6	graduates	graduate	NOUN
bioscience-10	139	7	although	although	SCONJ
bioscience-10	139	8	there	there	PRON
bioscience-10	139	9	are	be	VERB
bioscience-10	139	10	concerns	concern	NOUN
bioscience-10	139	11	about	about	ADP
bioscience-10	139	12	early	early	ADJ
bioscience-10	139	13	scientific	scientific	ADJ
bioscience-10	139	14	publishing	publishing	NOUN
bioscience-10	139	15	in	in	ADP
bioscience-10	139	16	the	the	DET
bioscience-10	139	17	arabic	arabic	ADJ
bioscience-10	139	18	education	education	NOUN
bioscience-10	139	19	system	system	NOUN
bioscience-10	139	20	,	,	PUNCT
bioscience-10	139	21	it	it	PRON
bioscience-10	139	22	is	be	AUX
bioscience-10	139	23	very	very	ADV
bioscience-10	139	24	important	important	ADJ
bioscience-10	139	25	for	for	SCONJ
bioscience-10	139	26	bioinformatics	bioinformatics	NOUN
bioscience-10	139	27	students	student	NOUN
bioscience-10	139	28	to	to	PART
bioscience-10	139	29	publish	publish	VERB
bioscience-10	139	30	their	their	PRON
bioscience-10	139	31	research	research	NOUN
bioscience-10	139	32	,	,	PUNCT
bioscience-10	139	33	scripts	script	NOUN
bioscience-10	139	34	,	,	PUNCT
bioscience-10	139	35	and	and	CCONJ
bioscience-10	139	36	pipelines	pipeline	NOUN
bioscience-10	139	37	(	(	PUNCT
bioscience-10	139	38	series	series	NOUN
bioscience-10	139	39	-	-	PUNCT
bioscience-10	139	40	connected	connect	VERB
bioscience-10	139	41	processing	processing	NOUN
bioscience-10	139	42	systems	system	NOUN
bioscience-10	139	43	in	in	ADP
bioscience-10	139	44	which	which	PRON
bioscience-10	139	45	the	the	DET
bioscience-10	139	46	output	output	NOUN
bioscience-10	139	47	of	of	ADP
bioscience-10	139	48	one	one	NUM
bioscience-10	139	49	component	component	NOUN
bioscience-10	139	50	is	be	AUX
bioscience-10	139	51	received	receive	VERB
bioscience-10	139	52	from	from	ADP
bioscience-10	139	53	another	another	PRON
bioscience-10	139	54	)	)	PUNCT
bioscience-10	139	55	during	during	ADP
bioscience-10	139	56	their	their	PRON
bioscience-10	139	57	early	early	ADJ
bioscience-10	139	58	years	year	NOUN
bioscience-10	139	59	.	.	PUNCT
bioscience-10	140	1	some	some	PRON
bioscience-10	140	2	of	of	ADP
bioscience-10	140	3	these	these	DET
bioscience-10	140	4	articles	article	NOUN
bioscience-10	140	5	would	would	AUX
bioscience-10	140	6	not	not	PART
bioscience-10	140	7	include	include	VERB
bioscience-10	140	8	much	much	ADJ
bioscience-10	140	9	,	,	PUNCT
bioscience-10	140	10	but	but	CCONJ
bioscience-10	140	11	this	this	PRON
bioscience-10	140	12	is	be	AUX
bioscience-10	140	13	aimed	aim	VERB
bioscience-10	140	14	at	at	ADP
bioscience-10	140	15	improving	improve	VERB
bioscience-10	140	16	their	their	PRON
bioscience-10	140	17	interest	interest	NOUN
bioscience-10	140	18	in	in	ADP
bioscience-10	140	19	research	research	NOUN
bioscience-10	140	20	.	.	PUNCT
bioscience-10	141	1	it	it	PRON
bioscience-10	141	2	would	would	AUX
bioscience-10	141	3	also	also	ADV
bioscience-10	141	4	give	give	VERB
bioscience-10	141	5	them	they	PRON
bioscience-10	141	6	the	the	DET
bioscience-10	141	7	ability	ability	NOUN
bioscience-10	141	8	to	to	PART
bioscience-10	141	9	sharpen	sharpen	VERB
bioscience-10	141	10	their	their	PRON
bioscience-10	141	11	writing	writing	NOUN
bioscience-10	141	12	skills	skill	NOUN
bioscience-10	141	13	,	,	PUNCT
bioscience-10	141	14	address	address	VERB
bioscience-10	141	15	the	the	DET
bioscience-10	141	16	comments	comment	NOUN
bioscience-10	141	17	of	of	ADP
bioscience-10	141	18	reviewers	reviewer	NOUN
bioscience-10	141	19	and	and	CCONJ
bioscience-10	141	20	the	the	DET
bioscience-10	141	21	international	international	ADJ
bioscience-10	141	22	research	research	NOUN
bioscience-10	141	23	society	society	NOUN
bioscience-10	141	24	.	.	PUNCT
bioscience-10	142	1	this	this	PRON
bioscience-10	142	2	would	would	AUX
bioscience-10	142	3	add	add	VERB
bioscience-10	142	4	to	to	ADP
bioscience-10	142	5	their	their	PRON
bioscience-10	142	6	computing	computing	NOUN
bioscience-10	142	7	skills	skill	NOUN
bioscience-10	142	8	in	in	ADP
bioscience-10	142	9	early	early	ADJ
bioscience-10	142	10	age	age	NOUN
bioscience-10	142	11	more	more	ADJ
bioscience-10	142	12	specificity	specificity	NOUN
bioscience-10	142	13	and	and	CCONJ
bioscience-10	142	14	professionalism	professionalism	NOUN
bioscience-10	142	15	.	.	PUNCT
bioscience-10	143	1	you	you	PRON
bioscience-10	143	2	should	should	AUX
bioscience-10	143	3	try	try	VERB
bioscience-10	143	4	to	to	PART
bioscience-10	143	5	write	write	VERB
bioscience-10	143	6	your	your	PRON
bioscience-10	143	7	publications	publication	NOUN
bioscience-10	143	8	for	for	ADP
bioscience-10	143	9	the	the	DET
bioscience-10	143	10	tools	tool	NOUN
bioscience-10	143	11	,	,	PUNCT
bioscience-10	143	12	scripts	script	NOUN
bioscience-10	143	13	,	,	PUNCT
bioscience-10	143	14	pipelines	pipeline	NOUN
bioscience-10	143	15	or	or	CCONJ
bioscience-10	143	16	methods	method	NOUN
bioscience-10	143	17	you	you	PRON
bioscience-10	143	18	have	have	AUX
bioscience-10	143	19	developed	develop	VERB
bioscience-10	143	20	with	with	ADP
bioscience-10	143	21	or	or	CCONJ
bioscience-10	143	22	without	without	ADP
bioscience-10	143	23	other	other	ADJ
bioscience-10	143	24	colleges	college	NOUN
bioscience-10	143	25	and	and	CCONJ
bioscience-10	143	26	you	you	PRON
bioscience-10	143	27	need	need	VERB
bioscience-10	143	28	some	some	DET
bioscience-10	143	29	guidelines	guideline	NOUN
bioscience-10	143	30	on	on	ADP
bioscience-10	143	31	how	how	SCONJ
bioscience-10	143	32	to	to	PART
bioscience-10	143	33	publish	publish	VERB
bioscience-10	143	34	in	in	ADP
bioscience-10	143	35	this	this	DET
bioscience-10	143	36	regard	regard	NOUN
bioscience-10	143	37	:	:	PUNCT
bioscience-10	143	38	1	1	X
bioscience-10	143	39	)	)	PUNCT
bioscience-10	143	40	first	first	ADV
bioscience-10	143	41	of	of	ADP
bioscience-10	143	42	all	all	PRON
bioscience-10	143	43	,	,	PUNCT
bioscience-10	143	44	you	you	PRON
bioscience-10	143	45	need	need	VERB
bioscience-10	143	46	to	to	PART
bioscience-10	143	47	know	know	VERB
bioscience-10	143	48	that	that	SCONJ
bioscience-10	143	49	most	most	ADJ
bioscience-10	143	50	of	of	ADP
bioscience-10	143	51	the	the	DET
bioscience-10	143	52	software	software	NOUN
bioscience-10	143	53	articles	article	NOUN
bioscience-10	143	54	are	be	AUX
bioscience-10	143	55	one	one	NUM
bioscience-10	143	56	or	or	CCONJ
bioscience-10	143	57	two	two	NUM
bioscience-10	143	58	pages	page	NOUN
bioscience-10	143	59	long	long	ADV
bioscience-10	143	60	.	.	PUNCT
bioscience-10	144	1	it	it	PRON
bioscience-10	144	2	must	must	AUX
bioscience-10	144	3	include	include	VERB
bioscience-10	144	4	a	a	DET
bioscience-10	144	5	brief	brief	ADJ
bioscience-10	144	6	introduction	introduction	NOUN
bioscience-10	144	7	,	,	PUNCT
bioscience-10	144	8	a	a	DET
bioscience-10	144	9	comprehensive	comprehensive	ADJ
bioscience-10	144	10	methodology	methodology	NOUN
bioscience-10	144	11	and	and	CCONJ
bioscience-10	144	12	some	some	DET
bioscience-10	144	13	discussion	discussion	NOUN
bioscience-10	144	14	.	.	PUNCT
bioscience-10	145	1	2	2	X
bioscience-10	145	2	)	)	PUNCT
bioscience-10	145	3	do	do	AUX
bioscience-10	145	4	n't	not	PART
bioscience-10	145	5	extend	extend	VERB
bioscience-10	145	6	your	your	PRON
bioscience-10	145	7	article	article	NOUN
bioscience-10	145	8	beyond	beyond	ADP
bioscience-10	145	9	two	two	NUM
bioscience-10	145	10	pages	page	NOUN
bioscience-10	145	11	,	,	PUNCT
bioscience-10	145	12	the	the	PRON
bioscience-10	145	13	more	more	ADV
bioscience-10	145	14	you	you	PRON
bioscience-10	145	15	do	do	VERB
bioscience-10	145	16	,	,	PUNCT
bioscience-10	145	17	the	the	DET
bioscience-10	145	18	more	more	ADV
bioscience-10	145	19	unstable	unstable	ADJ
bioscience-10	145	20	your	your	PRON
bioscience-10	145	21	sentences	sentence	NOUN
bioscience-10	145	22	will	will	AUX
bioscience-10	145	23	be	be	AUX
bioscience-10	145	24	.	.	PUNCT
bioscience-10	146	1	3	3	X
bioscience-10	146	2	)	)	PUNCT
bioscience-10	146	3	discuss	discuss	VERB
bioscience-10	146	4	the	the	DET
bioscience-10	146	5	benefits	benefit	NOUN
bioscience-10	146	6	of	of	ADP
bioscience-10	146	7	your	your	PRON
bioscience-10	146	8	tool	tool	NOUN
bioscience-10	146	9	,	,	PUNCT
bioscience-10	146	10	how	how	SCONJ
bioscience-10	146	11	you	you	PRON
bioscience-10	146	12	deal	deal	VERB
bioscience-10	146	13	with	with	ADP
bioscience-10	146	14	the	the	DET
bioscience-10	146	15	input	input	NOUN
bioscience-10	146	16	,	,	PUNCT
bioscience-10	146	17	where	where	SCONJ
bioscience-10	146	18	adding	add	VERB
bioscience-10	146	19	a	a	DET
bioscience-10	146	20	flowchart	flowchart	NOUN
bioscience-10	146	21	algorithm	algorithm	NOUN
bioscience-10	146	22	would	would	AUX
bioscience-10	146	23	be	be	AUX
bioscience-10	146	24	efficient	efficient	ADJ
bioscience-10	146	25	.	.	PUNCT
bioscience-10	147	1	4	4	X
bioscience-10	147	2	)	)	PUNCT
bioscience-10	147	3	use	use	VERB
bioscience-10	147	4	simple	simple	ADJ
bioscience-10	147	5	english	english	NOUN
bioscience-10	147	6	.	.	PUNCT
bioscience-10	148	1	5	5	X
bioscience-10	148	2	)	)	PUNCT
bioscience-10	148	3	cite	cite	VERB
bioscience-10	148	4	previously	previously	ADV
bioscience-10	148	5	published	publish	VERB
bioscience-10	148	6	work	work	NOUN
bioscience-10	148	7	by	by	ADP
bioscience-10	148	8	comparing	compare	VERB
bioscience-10	148	9	your	your	PRON
bioscience-10	148	10	tool	tool	NOUN
bioscience-10	148	11	with	with	ADP
bioscience-10	148	12	others	other	NOUN
bioscience-10	148	13	.	.	PUNCT
bioscience-10	149	1	it	it	PRON
bioscience-10	149	2	does	do	AUX
bioscience-10	149	3	n't	not	PART
bioscience-10	149	4	matter	matter	VERB
bioscience-10	149	5	if	if	SCONJ
bioscience-10	149	6	your	your	PRON
bioscience-10	149	7	tool	tool	NOUN
bioscience-10	149	8	does	do	AUX
bioscience-10	149	9	n't	not	PART
bioscience-10	149	10	add	add	VERB
bioscience-10	149	11	much	much	ADJ
bioscience-10	149	12	;	;	PUNCT
bioscience-10	149	13	the	the	DET
bioscience-10	149	14	most	most	ADV
bioscience-10	149	15	important	important	ADJ
bioscience-10	149	16	thing	thing	NOUN
bioscience-10	149	17	is	be	AUX
bioscience-10	149	18	that	that	SCONJ
bioscience-10	149	19	,	,	PUNCT
bioscience-10	149	20	it	it	PRON
bioscience-10	149	21	's	be	AUX
bioscience-10	149	22	your	your	PRON
bioscience-10	149	23	tool	tool	NOUN
bioscience-10	149	24	.	.	PUNCT
bioscience-10	150	1	6	6	X
bioscience-10	150	2	)	)	PUNCT
bioscience-10	150	3	start	start	VERB
bioscience-10	150	4	with	with	ADP
bioscience-10	150	5	small	small	ADJ
bioscience-10	150	6	publications	publication	NOUN
bioscience-10	150	7	.	.	PUNCT
bioscience-10	151	1	7	7	X
bioscience-10	151	2	)	)	PUNCT
bioscience-10	151	3	search	search	NOUN
bioscience-10	151	4	for	for	ADP
bioscience-10	151	5	free	free	ADJ
bioscience-10	151	6	journals	journal	NOUN
bioscience-10	151	7	.	.	PUNCT
bioscience-10	152	1	in	in	ADP
bioscience-10	152	2	this	this	DET
bioscience-10	152	3	regard	regard	NOUN
bioscience-10	152	4	,	,	PUNCT
bioscience-10	152	5	biorxiv	biorxiv	NOUN
bioscience-10	152	6	(	(	PUNCT
bioscience-10	152	7	42	42	NUM
bioscience-10	152	8	)	)	PUNCT
bioscience-10	152	9	is	be	AUX
bioscience-10	152	10	a	a	DET
bioscience-10	152	11	non	non	ADJ
bioscience-10	152	12	-	-	NOUN
bioscience-10	152	13	profit	profit	ADJ
bioscience-10	152	14	,	,	PUNCT
bioscience-10	152	15	electronic	electronic	ADJ
bioscience-10	152	16	archiving	archiving	NOUN
bioscience-10	152	17	and	and	CCONJ
bioscience-10	152	18	distribution	distribution	NOUN
bioscience-10	152	19	platform	platform	NOUN
bioscience-10	152	20	for	for	ADP
bioscience-10	152	21	the	the	DET
bioscience-10	152	22	pre	pre	ADJ
bioscience-10	152	23	-	-	ADJ
bioscience-10	152	24	printing	printing	NOUN
bioscience-10	152	25	of	of	ADP
bioscience-10	152	26	life	life	NOUN
bioscience-10	152	27	science	science	NOUN
bioscience-10	152	28	research	research	NOUN
bioscience-10	152	29	papers	paper	NOUN
bioscience-10	152	30	.	.	PUNCT
bioscience-10	153	1	it	it	PRON
bioscience-10	153	2	was	be	AUX
bioscience-10	153	3	founded	found	VERB
bioscience-10	153	4	by	by	ADP
bioscience-10	153	5	the	the	DET
bioscience-10	153	6	cold	cold	ADJ
bioscience-10	153	7	spring	spring	NOUN
bioscience-10	153	8	harbor	harbor	NOUN
bioscience-10	153	9	laboratory	laboratory	NOUN
bioscience-10	153	10	,	,	PUNCT
bioscience-10	153	11	a	a	DET
bioscience-10	153	12	scientific	scientific	ADJ
bioscience-10	153	13	and	and	CCONJ
bioscience-10	153	14	academic	academic	ADJ
bioscience-10	153	15	organization	organization	NOUN
bioscience-10	153	16	.	.	PUNCT
bioscience-10	154	1	learn	learn	VERB
bioscience-10	154	2	new	new	ADJ
bioscience-10	154	3	programs	program	NOUN
bioscience-10	154	4	and	and	CCONJ
bioscience-10	154	5	use	use	VERB
bioscience-10	154	6	published	publish	VERB
bioscience-10	154	7	scripts	script	NOUN
bioscience-10	154	8	hundreds	hundred	NOUN
bioscience-10	154	9	of	of	ADP
bioscience-10	154	10	bioinformatics	bioinformatics	NOUN
bioscience-10	154	11	tools	tool	NOUN
bioscience-10	154	12	are	be	AUX
bioscience-10	154	13	released	release	VERB
bioscience-10	154	14	daily	daily	ADV
bioscience-10	154	15	,	,	PUNCT
bioscience-10	154	16	specialized	specialize	VERB
bioscience-10	154	17	in	in	ADP
bioscience-10	154	18	the	the	DET
bioscience-10	154	19	analysis	analysis	NOUN
bioscience-10	154	20	of	of	ADP
bioscience-10	154	21	different	different	ADJ
bioscience-10	154	22	data	datum	NOUN
bioscience-10	154	23	types	type	NOUN
bioscience-10	154	24	,	,	PUNCT
bioscience-10	154	25	and	and	CCONJ
bioscience-10	154	26	written	write	VERB
bioscience-10	154	27	in	in	ADP
bioscience-10	154	28	a	a	DET
bioscience-10	154	29	variety	variety	NOUN
bioscience-10	154	30	of	of	ADP
bioscience-10	154	31	programming	programming	NOUN
bioscience-10	154	32	languages	language	NOUN
bioscience-10	154	33	.	.	PUNCT
bioscience-10	155	1	in	in	ADP
bioscience-10	155	2	order	order	NOUN
bioscience-10	155	3	to	to	PART
bioscience-10	155	4	use	use	VERB
bioscience-10	155	5	these	these	DET
bioscience-10	155	6	tools	tool	NOUN
bioscience-10	155	7	,	,	PUNCT
bioscience-10	155	8	you	you	PRON
bioscience-10	155	9	need	need	VERB
bioscience-10	155	10	to	to	PART
bioscience-10	155	11	take	take	VERB
bioscience-10	155	12	two	two	NUM
bioscience-10	155	13	steps	step	NOUN
bioscience-10	155	14	:	:	PUNCT
bioscience-10	155	15	(	(	PUNCT
bioscience-10	155	16	1	1	X
bioscience-10	155	17	)	)	PUNCT
bioscience-10	155	18	test	test	NOUN
bioscience-10	155	19	the	the	DET
bioscience-10	155	20	configuration	configuration	NOUN
bioscience-10	155	21	of	of	ADP
bioscience-10	155	22	the	the	DET
bioscience-10	155	23	software	software	NOUN
bioscience-10	155	24	using	use	VERB
bioscience-10	155	25	sample	sample	NOUN
bioscience-10	155	26	data	datum	NOUN
bioscience-10	155	27	and	and	CCONJ
bioscience-10	155	28	(	(	PUNCT
bioscience-10	155	29	2	2	X
bioscience-10	155	30	)	)	PUNCT
bioscience-10	155	31	read	read	NOUN
bioscience-10	155	32	tutorials	tutorial	NOUN
bioscience-10	155	33	(	(	PUNCT
bioscience-10	155	34	if	if	SCONJ
bioscience-10	155	35	available	available	ADJ
bioscience-10	155	36	)	)	PUNCT
bioscience-10	155	37	describing	describe	VERB
bioscience-10	155	38	the	the	DET
bioscience-10	155	39	different	different	ADJ
bioscience-10	155	40	parameters	parameter	NOUN
bioscience-10	155	41	and	and	CCONJ
bioscience-10	155	42	input	input	NOUN
bioscience-10	155	43	data	datum	NOUN
bioscience-10	155	44	the	the	DET
bioscience-10	155	45	art	art	NOUN
bioscience-10	155	46	of	of	ADP
bioscience-10	155	47	bioinformatics	bioinformatics	NOUN
bioscience-10	155	48	learning	learn	VERB
bioscience-10	155	49	in	in	ADP
bioscience-10	155	50	our	our	PRON
bioscience-10	155	51	arabic	arabic	ADJ
bioscience-10	155	52	world	world	NOUN
bioscience-10	155	53	highlights	highlight	NOUN
bioscience-10	155	54	in	in	ADP
bioscience-10	155	55	bioscience	bioscience	NOUN
bioscience-10	155	56	doi	doi	NOUN
bioscience-10	155	57	:	:	PUNCT
bioscience-10	155	58	10.36462	10.36462	NUM
bioscience-10	155	59	/	/	SYM
bioscience-10	155	60	h.biosci.20193	h.biosci.20193	NOUN
bioscience-10	155	61	october	october	PROPN
bioscience-10	155	62	2019	2019	NUM
bioscience-10	155	63	|	|	ADV
bioscience-10	155	64	volume2	volume2	ADJ
bioscience-10	155	65	http://highlightsin.org/index.php/bioscience/	http://highlightsin.org/index.php/bioscience/	VERB
bioscience-10	155	66	page	page	NOUN
bioscience-10	155	67	6	6	NUM
bioscience-10	155	68	of	of	ADP
bioscience-10	155	69	10	10	NUM
bioscience-10	155	70	that	that	SCONJ
bioscience-10	155	71	this	this	DET
bioscience-10	155	72	tool	tool	NOUN
bioscience-10	155	73	could	could	AUX
bioscience-10	155	74	handle	handle	VERB
bioscience-10	155	75	,	,	PUNCT
bioscience-10	155	76	which	which	PRON
bioscience-10	155	77	would	would	AUX
bioscience-10	155	78	enable	enable	VERB
bioscience-10	155	79	you	you	PRON
bioscience-10	155	80	to	to	PART
bioscience-10	155	81	understand	understand	VERB
bioscience-10	155	82	and	and	CCONJ
bioscience-10	155	83	analyze	analyze	VERB
bioscience-10	155	84	the	the	DET
bioscience-10	155	85	outputs	output	NOUN
bioscience-10	155	86	of	of	ADP
bioscience-10	155	87	these	these	DET
bioscience-10	155	88	tools	tool	NOUN
bioscience-10	155	89	.	.	PUNCT
bioscience-10	156	1	using	use	VERB
bioscience-10	156	2	sample	sample	NOUN
bioscience-10	156	3	data	datum	NOUN
bioscience-10	156	4	and	and	CCONJ
bioscience-10	156	5	reading	reading	NOUN
bioscience-10	156	6	tutorials	tutorial	NOUN
bioscience-10	156	7	will	will	AUX
bioscience-10	156	8	save	save	VERB
bioscience-10	156	9	you	you	PRON
bioscience-10	156	10	time	time	NOUN
bioscience-10	156	11	and	and	CCONJ
bioscience-10	156	12	provide	provide	VERB
bioscience-10	156	13	you	you	PRON
bioscience-10	156	14	with	with	ADP
bioscience-10	156	15	a	a	DET
bioscience-10	156	16	simpler	simple	ADJ
bioscience-10	156	17	way	way	NOUN
bioscience-10	156	18	to	to	PART
bioscience-10	156	19	resolve	resolve	VERB
bioscience-10	156	20	the	the	DET
bioscience-10	156	21	error	error	NOUN
bioscience-10	156	22	messages	message	NOUN
bioscience-10	156	23	.	.	PUNCT
bioscience-10	157	1	on	on	ADP
bioscience-10	157	2	the	the	DET
bioscience-10	157	3	other	other	ADJ
bioscience-10	157	4	hand	hand	NOUN
bioscience-10	157	5	script	script	NOUN
bioscience-10	157	6	archives	archive	NOUN
bioscience-10	157	7	such	such	ADJ
bioscience-10	157	8	as	as	ADP
bioscience-10	157	9	githhub	githhub	NOUN
bioscience-10	157	10	are	be	AUX
bioscience-10	157	11	the	the	DET
bioscience-10	157	12	most	most	ADV
bioscience-10	157	13	important	important	ADJ
bioscience-10	157	14	source	source	NOUN
bioscience-10	157	15	for	for	ADP
bioscience-10	157	16	software	software	NOUN
bioscience-10	157	17	scripts	script	NOUN
bioscience-10	157	18	with	with	ADP
bioscience-10	157	19	more	more	ADJ
bioscience-10	157	20	than	than	ADP
bioscience-10	157	21	10	10	NUM
bioscience-10	157	22	million	million	NUM
bioscience-10	157	23	repositories	repository	NOUN
bioscience-10	157	24	(	(	PUNCT
bioscience-10	157	25	43	43	NUM
bioscience-10	157	26	)	)	PUNCT
bioscience-10	157	27	.	.	PUNCT
bioscience-10	158	1	such	such	ADJ
bioscience-10	158	2	websites	website	NOUN
bioscience-10	158	3	offer	offer	VERB
bioscience-10	158	4	you	you	PRON
bioscience-10	158	5	the	the	DET
bioscience-10	158	6	ability	ability	NOUN
bioscience-10	158	7	to	to	PART
bioscience-10	158	8	access	access	VERB
bioscience-10	158	9	open	open	ADJ
bioscience-10	158	10	source	source	NOUN
bioscience-10	158	11	software	software	NOUN
bioscience-10	158	12	,	,	PUNCT
bioscience-10	158	13	script	script	NOUN
bioscience-10	158	14	codes	code	NOUN
bioscience-10	158	15	and	and	CCONJ
bioscience-10	158	16	pipelines	pipeline	NOUN
bioscience-10	158	17	in	in	ADP
bioscience-10	158	18	c	c	PROPN
bioscience-10	158	19	,	,	PUNCT
bioscience-10	158	20	python	python	NOUN
bioscience-10	158	21	,	,	PUNCT
bioscience-10	158	22	perl	perl	NOUN
bioscience-10	158	23	,	,	PUNCT
bioscience-10	158	24	r	r	NOUN
bioscience-10	158	25	and	and	CCONJ
bioscience-10	158	26	other	other	ADJ
bioscience-10	158	27	programming	programming	NOUN
bioscience-10	158	28	languages	language	NOUN
bioscience-10	158	29	freely	freely	ADV
bioscience-10	158	30	.	.	PUNCT
bioscience-10	159	1	you	you	PRON
bioscience-10	159	2	may	may	AUX
bioscience-10	159	3	be	be	AUX
bioscience-10	159	4	able	able	ADJ
bioscience-10	159	5	to	to	PART
bioscience-10	159	6	use	use	VERB
bioscience-10	159	7	such	such	ADJ
bioscience-10	159	8	resources	resource	NOUN
bioscience-10	159	9	to	to	PART
bioscience-10	159	10	know	know	VERB
bioscience-10	159	11	more	more	ADJ
bioscience-10	159	12	about	about	ADP
bioscience-10	159	13	coding	code	VERB
bioscience-10	159	14	or	or	CCONJ
bioscience-10	159	15	bypass	bypass	VERB
bioscience-10	159	16	basic	basic	ADJ
bioscience-10	159	17	programming	programming	NOUN
bioscience-10	159	18	functions	function	NOUN
bioscience-10	159	19	by	by	ADP
bioscience-10	159	20	using	use	VERB
bioscience-10	159	21	these	these	DET
bioscience-10	159	22	codes	code	NOUN
bioscience-10	159	23	as	as	ADP
bioscience-10	159	24	external	external	ADJ
bioscience-10	159	25	libraries	library	NOUN
bioscience-10	159	26	,	,	PUNCT
bioscience-10	159	27	but	but	CCONJ
bioscience-10	159	28	ethically	ethically	ADV
bioscience-10	159	29	you	you	PRON
bioscience-10	159	30	need	need	VERB
bioscience-10	159	31	to	to	PART
bioscience-10	159	32	reference	reference	VERB
bioscience-10	159	33	the	the	DET
bioscience-10	159	34	published	publish	VERB
bioscience-10	159	35	websites	website	NOUN
bioscience-10	159	36	,	,	PUNCT
bioscience-10	159	37	articles	article	NOUN
bioscience-10	159	38	or	or	CCONJ
bioscience-10	159	39	acknowledge	acknowledge	VERB
bioscience-10	159	40	the	the	DET
bioscience-10	159	41	source	source	NOUN
bioscience-10	159	42	of	of	ADP
bioscience-10	159	43	these	these	DET
bioscience-10	159	44	scripts	script	NOUN
bioscience-10	159	45	in	in	ADP
bioscience-10	159	46	your	your	PRON
bioscience-10	159	47	codes	code	NOUN
bioscience-10	159	48	.	.	PUNCT
bioscience-10	160	1	it	it	PRON
bioscience-10	160	2	could	could	AUX
bioscience-10	160	3	be	be	AUX
bioscience-10	160	4	difficult	difficult	ADJ
bioscience-10	160	5	to	to	PART
bioscience-10	160	6	use	use	VERB
bioscience-10	160	7	these	these	DET
bioscience-10	160	8	scripts	script	NOUN
bioscience-10	160	9	and	and	CCONJ
bioscience-10	160	10	you	you	PRON
bioscience-10	160	11	need	need	VERB
bioscience-10	160	12	advice	advice	NOUN
bioscience-10	160	13	on	on	ADP
bioscience-10	160	14	how	how	SCONJ
bioscience-10	160	15	to	to	PART
bioscience-10	160	16	handle	handle	VERB
bioscience-10	160	17	it	it	PRON
bioscience-10	160	18	:	:	PUNCT
bioscience-10	160	19	1	1	X
bioscience-10	160	20	)	)	PUNCT
bioscience-10	160	21	begin	begin	VERB
bioscience-10	160	22	with	with	ADP
bioscience-10	160	23	basic	basic	ADJ
bioscience-10	160	24	codes	code	NOUN
bioscience-10	160	25	;	;	PUNCT
bioscience-10	160	26	you	you	PRON
bioscience-10	160	27	can	can	AUX
bioscience-10	160	28	find	find	VERB
bioscience-10	160	29	several	several	ADJ
bioscience-10	160	30	tutorial	tutorial	NOUN
bioscience-10	160	31	codes	code	NOUN
bioscience-10	160	32	for	for	ADP
bioscience-10	160	33	programming	programming	NOUN
bioscience-10	160	34	language	language	NOUN
bioscience-10	160	35	implementations	implementation	NOUN
bioscience-10	160	36	in	in	ADP
bioscience-10	160	37	bioinformatics	bioinformatics	NOUN
bioscience-10	160	38	,	,	PUNCT
bioscience-10	160	39	which	which	PRON
bioscience-10	160	40	you	you	PRON
bioscience-10	160	41	will	will	AUX
bioscience-10	160	42	find	find	VERB
bioscience-10	160	43	useful	useful	ADJ
bioscience-10	160	44	in	in	ADP
bioscience-10	160	45	sharpening	sharpen	VERB
bioscience-10	160	46	your	your	PRON
bioscience-10	160	47	programming	programming	NOUN
bioscience-10	160	48	skills	skill	NOUN
bioscience-10	160	49	.	.	PUNCT
bioscience-10	161	1	2	2	NUM
bioscience-10	161	2	)	)	PUNCT
bioscience-10	161	3	in	in	ADP
bioscience-10	161	4	order	order	NOUN
bioscience-10	161	5	to	to	PART
bioscience-10	161	6	understand	understand	VERB
bioscience-10	161	7	any	any	DET
bioscience-10	161	8	script	script	NOUN
bioscience-10	161	9	,	,	PUNCT
bioscience-10	161	10	you	you	PRON
bioscience-10	161	11	need	need	VERB
bioscience-10	161	12	to	to	PART
bioscience-10	161	13	divide	divide	VERB
bioscience-10	161	14	the	the	DET
bioscience-10	161	15	script	script	NOUN
bioscience-10	161	16	parts	part	NOUN
bioscience-10	161	17	according	accord	VERB
bioscience-10	161	18	to	to	ADP
bioscience-10	161	19	what	what	PRON
bioscience-10	161	20	they	they	PRON
bioscience-10	161	21	do	do	AUX
bioscience-10	161	22	,	,	PUNCT
bioscience-10	161	23	use	use	VERB
bioscience-10	161	24	the	the	DET
bioscience-10	161	25	print	print	NOUN
bioscience-10	161	26	function	function	NOUN
bioscience-10	161	27	to	to	PART
bioscience-10	161	28	show	show	VERB
bioscience-10	161	29	the	the	DET
bioscience-10	161	30	performance	performance	NOUN
bioscience-10	161	31	of	of	ADP
bioscience-10	161	32	the	the	DET
bioscience-10	161	33	input	input	NOUN
bioscience-10	161	34	processing	processing	NOUN
bioscience-10	161	35	stage	stage	NOUN
bioscience-10	161	36	after	after	ADP
bioscience-10	161	37	each	each	DET
bioscience-10	161	38	step	step	NOUN
bioscience-10	161	39	on	on	ADP
bioscience-10	161	40	the	the	DET
bioscience-10	161	41	screen	screen	NOUN
bioscience-10	161	42	.	.	PUNCT
bioscience-10	162	1	3	3	X
bioscience-10	162	2	)	)	PUNCT
bioscience-10	162	3	to	to	PART
bioscience-10	162	4	understand	understand	VERB
bioscience-10	162	5	any	any	DET
bioscience-10	162	6	code	code	NOUN
bioscience-10	162	7	structural	structural	ADJ
bioscience-10	162	8	algorithm	algorithm	NOUN
bioscience-10	162	9	,	,	PUNCT
bioscience-10	162	10	block	block	NOUN
bioscience-10	162	11	,	,	PUNCT
bioscience-10	162	12	remove	remove	VERB
bioscience-10	162	13	and	and	CCONJ
bioscience-10	162	14	replace	replace	VERB
bioscience-10	162	15	any	any	DET
bioscience-10	162	16	line	line	NOUN
bioscience-10	162	17	debug	debug	NOUN
bioscience-10	162	18	(	(	PUNCT
bioscience-10	162	19	run	run	VERB
bioscience-10	162	20	by	by	ADP
bioscience-10	162	21	compiler	compiler	NOUN
bioscience-10	162	22	)	)	PUNCT
bioscience-10	162	23	and	and	CCONJ
bioscience-10	162	24	monitor	monitor	VERB
bioscience-10	162	25	performance	performance	NOUN
bioscience-10	162	26	changes	change	NOUN
bioscience-10	162	27	.	.	PUNCT
bioscience-10	163	1	furthermore	furthermore	ADV
bioscience-10	163	2	,	,	PUNCT
bioscience-10	163	3	the	the	DET
bioscience-10	163	4	key	key	NOUN
bioscience-10	163	5	to	to	ADP
bioscience-10	163	6	understanding	understand	VERB
bioscience-10	163	7	the	the	DET
bioscience-10	163	8	overall	overall	ADJ
bioscience-10	163	9	algorithm	algorithm	NOUN
bioscience-10	163	10	could	could	AUX
bioscience-10	163	11	be	be	AUX
bioscience-10	163	12	to	to	PART
bioscience-10	163	13	comprehend	comprehend	VERB
bioscience-10	163	14	how	how	SCONJ
bioscience-10	163	15	to	to	PART
bioscience-10	163	16	evaluate	evaluate	VERB
bioscience-10	163	17	script	script	NOUN
bioscience-10	163	18	errors	error	NOUN
bioscience-10	163	19	when	when	SCONJ
bioscience-10	163	20	ignoring	ignore	VERB
bioscience-10	163	21	certain	certain	ADJ
bioscience-10	163	22	coding	code	VERB
bioscience-10	163	23	lines	line	NOUN
bioscience-10	163	24	.	.	PUNCT
bioscience-10	164	1	4	4	X
bioscience-10	164	2	)	)	PUNCT
bioscience-10	164	3	draw	draw	VERB
bioscience-10	164	4	a	a	DET
bioscience-10	164	5	basic	basic	ADJ
bioscience-10	164	6	flowchart	flowchart	NOUN
bioscience-10	164	7	that	that	PRON
bioscience-10	164	8	demonstrates	demonstrate	VERB
bioscience-10	164	9	your	your	PRON
bioscience-10	164	10	interpretation	interpretation	NOUN
bioscience-10	164	11	of	of	ADP
bioscience-10	164	12	how	how	SCONJ
bioscience-10	164	13	this	this	DET
bioscience-10	164	14	program	program	NOUN
bioscience-10	164	15	manages	manage	VERB
bioscience-10	164	16	input	input	NOUN
bioscience-10	164	17	data	datum	NOUN
bioscience-10	164	18	.	.	PUNCT
bioscience-10	165	1	start	start	VERB
bioscience-10	165	2	learning	learn	VERB
bioscience-10	165	3	cloud	cloud	NOUN
bioscience-10	165	4	computing	compute	VERB
bioscience-10	165	5	the	the	DET
bioscience-10	165	6	management	management	NOUN
bioscience-10	165	7	of	of	ADP
bioscience-10	165	8	large	large	ADJ
bioscience-10	165	9	biological	biological	ADJ
bioscience-10	165	10	data	datum	NOUN
bioscience-10	165	11	requires	require	VERB
bioscience-10	165	12	sufficient	sufficient	ADJ
bioscience-10	165	13	computing	computing	NOUN
bioscience-10	165	14	power	power	NOUN
bioscience-10	165	15	and	and	CCONJ
bioscience-10	165	16	storage	storage	NOUN
bioscience-10	165	17	capacity	capacity	NOUN
bioscience-10	165	18	.	.	PUNCT
bioscience-10	166	1	cloud	cloud	NOUN
bioscience-10	166	2	computing	computing	NOUN
bioscience-10	166	3	can	can	AUX
bioscience-10	166	4	provide	provide	VERB
bioscience-10	166	5	arab	arab	ADJ
bioscience-10	166	6	research	research	NOUN
bioscience-10	166	7	with	with	ADP
bioscience-10	166	8	large	large	ADJ
bioscience-10	166	9	capabilities	capability	NOUN
bioscience-10	166	10	via	via	ADP
bioscience-10	166	11	open	open	ADJ
bioscience-10	166	12	and	and	CCONJ
bioscience-10	166	13	often	often	ADV
bioscience-10	166	14	free	free	ADJ
bioscience-10	166	15	websites	website	NOUN
bioscience-10	166	16	.	.	PUNCT
bioscience-10	167	1	some	some	PRON
bioscience-10	167	2	of	of	ADP
bioscience-10	167	3	these	these	DET
bioscience-10	167	4	servers	server	NOUN
bioscience-10	167	5	are	be	AUX
bioscience-10	167	6	galaxy	galaxy	NOUN
bioscience-10	167	7	(	(	PUNCT
bioscience-10	167	8	44	44	NUM
bioscience-10	167	9	)	)	PUNCT
bioscience-10	167	10	and	and	CCONJ
bioscience-10	167	11	cyverse	cyverse	NOUN
bioscience-10	167	12	(	(	PUNCT
bioscience-10	167	13	45	45	NUM
bioscience-10	167	14	)	)	PUNCT
bioscience-10	167	15	.	.	PUNCT
bioscience-10	168	1	from	from	ADP
bioscience-10	168	2	my	my	PRON
bioscience-10	168	3	point	point	NOUN
bioscience-10	168	4	of	of	ADP
bioscience-10	168	5	view	view	NOUN
bioscience-10	168	6	,	,	PUNCT
bioscience-10	168	7	all	all	DET
bioscience-10	168	8	these	these	DET
bioscience-10	168	9	clouds	cloud	NOUN
bioscience-10	168	10	and	and	CCONJ
bioscience-10	168	11	others	other	NOUN
bioscience-10	168	12	provide	provide	VERB
bioscience-10	168	13	computing	compute	VERB
bioscience-10	168	14	resources	resource	NOUN
bioscience-10	168	15	and	and	CCONJ
bioscience-10	168	16	storage	storage	NOUN
bioscience-10	168	17	capacity	capacity	NOUN
bioscience-10	168	18	to	to	PART
bioscience-10	168	19	handle	handle	VERB
bioscience-10	168	20	biological	biological	ADJ
bioscience-10	168	21	data	datum	NOUN
bioscience-10	168	22	,	,	PUNCT
bioscience-10	168	23	but	but	CCONJ
bioscience-10	168	24	i	i	PRON
bioscience-10	168	25	would	would	AUX
bioscience-10	168	26	prefer	prefer	VERB
bioscience-10	168	27	cyverse	cyverse	NOUN
bioscience-10	168	28	more	more	ADV
bioscience-10	168	29	because	because	SCONJ
bioscience-10	168	30	it	it	PRON
bioscience-10	168	31	is	be	AUX
bioscience-10	168	32	more	more	ADV
bioscience-10	168	33	robust	robust	ADJ
bioscience-10	168	34	and	and	CCONJ
bioscience-10	168	35	offers	offer	VERB
bioscience-10	168	36	a	a	DET
bioscience-10	168	37	lot	lot	NOUN
bioscience-10	168	38	of	of	ADP
bioscience-10	168	39	software	software	NOUN
bioscience-10	168	40	and	and	CCONJ
bioscience-10	168	41	simple	simple	ADJ
bioscience-10	168	42	gui	gui	NOUN
bioscience-10	168	43	interfaces	interface	NOUN
bioscience-10	168	44	.	.	PUNCT
bioscience-10	169	1	using	use	VERB
bioscience-10	169	2	such	such	ADJ
bioscience-10	169	3	clouds	cloud	NOUN
bioscience-10	169	4	can	can	AUX
bioscience-10	169	5	offer	offer	VERB
bioscience-10	169	6	you	you	PRON
bioscience-10	169	7	the	the	DET
bioscience-10	169	8	ability	ability	NOUN
bioscience-10	169	9	to	to	PART
bioscience-10	169	10	manage	manage	VERB
bioscience-10	169	11	big	big	ADJ
bioscience-10	169	12	information	information	NOUN
bioscience-10	169	13	and	and	CCONJ
bioscience-10	169	14	to	to	PART
bioscience-10	169	15	conquer	conquer	VERB
bioscience-10	169	16	the	the	DET
bioscience-10	169	17	poor	poor	ADJ
bioscience-10	169	18	and	and	CCONJ
bioscience-10	169	19	slow	slow	ADJ
bioscience-10	169	20	speed	speed	NOUN
bioscience-10	169	21	of	of	ADP
bioscience-10	169	22	the	the	DET
bioscience-10	169	23	internet	internet	NOUN
bioscience-10	169	24	which	which	PRON
bioscience-10	169	25	inhibits	inhibit	VERB
bioscience-10	169	26	you	you	PRON
bioscience-10	169	27	from	from	ADP
bioscience-10	169	28	accessing	access	VERB
bioscience-10	169	29	those	those	DET
bioscience-10	169	30	data	datum	NOUN
bioscience-10	169	31	;	;	PUNCT
bioscience-10	169	32	you	you	PRON
bioscience-10	169	33	can	can	AUX
bioscience-10	169	34	do	do	VERB
bioscience-10	169	35	even	even	ADV
bioscience-10	169	36	more	more	ADJ
bioscience-10	169	37	than	than	ADP
bioscience-10	169	38	that	that	PRON
bioscience-10	169	39	.	.	PUNCT
bioscience-10	170	1	such	such	ADJ
bioscience-10	170	2	as	as	ADP
bioscience-10	170	3	:	:	SYM
bioscience-10	170	4	1	1	NUM
bioscience-10	170	5	)	)	PUNCT
bioscience-10	170	6	cyverse	cyverse	NOUN
bioscience-10	170	7	gives	give	VERB
bioscience-10	170	8	you	you	PRON
bioscience-10	170	9	the	the	DET
bioscience-10	170	10	ability	ability	NOUN
bioscience-10	170	11	to	to	PART
bioscience-10	170	12	email	email	VERB
bioscience-10	170	13	your	your	PRON
bioscience-10	170	14	scripts	script	NOUN
bioscience-10	170	15	to	to	ADP
bioscience-10	170	16	administration	administration	NOUN
bioscience-10	170	17	to	to	PART
bioscience-10	170	18	handle	handle	VERB
bioscience-10	170	19	or	or	CCONJ
bioscience-10	170	20	convert	convert	VERB
bioscience-10	170	21	those	those	DET
bioscience-10	170	22	scripts	script	NOUN
bioscience-10	170	23	to	to	ADP
bioscience-10	170	24	a	a	DET
bioscience-10	170	25	tool	tool	NOUN
bioscience-10	170	26	that	that	PRON
bioscience-10	170	27	you	you	PRON
bioscience-10	170	28	can	can	AUX
bioscience-10	170	29	use	use	VERB
bioscience-10	170	30	.	.	PUNCT
bioscience-10	171	1	2	2	X
bioscience-10	171	2	)	)	PUNCT
bioscience-10	171	3	using	use	VERB
bioscience-10	171	4	the	the	DET
bioscience-10	171	5	tools	tool	NOUN
bioscience-10	171	6	available	available	ADJ
bioscience-10	171	7	to	to	PART
bioscience-10	171	8	build	build	VERB
bioscience-10	171	9	your	your	PRON
bioscience-10	171	10	own	own	ADJ
bioscience-10	171	11	pipeline	pipeline	NOUN
bioscience-10	171	12	.	.	PUNCT
bioscience-10	172	1	3	3	X
bioscience-10	172	2	)	)	PUNCT
bioscience-10	172	3	you	you	PRON
bioscience-10	172	4	can	can	AUX
bioscience-10	172	5	transfer	transfer	VERB
bioscience-10	172	6	or	or	CCONJ
bioscience-10	172	7	upload	upload	VERB
bioscience-10	172	8	data	datum	NOUN
bioscience-10	172	9	from	from	ADP
bioscience-10	172	10	a	a	DET
bioscience-10	172	11	private	private	ADJ
bioscience-10	172	12	fttp	fttp	PROPN
bioscience-10	172	13	server	server	NOUN
bioscience-10	172	14	such	such	ADJ
bioscience-10	172	15	as	as	ADP
bioscience-10	172	16	ncbi	ncbi	NOUN
bioscience-10	172	17	(	(	PUNCT
bioscience-10	172	18	46	46	NUM
bioscience-10	172	19	)	)	PUNCT
bioscience-10	172	20	,	,	PUNCT
bioscience-10	172	21	ensemble	ensemble	ADJ
bioscience-10	172	22	(	(	PUNCT
bioscience-10	172	23	47	47	NUM
bioscience-10	172	24	)	)	PUNCT
bioscience-10	172	25	or	or	CCONJ
bioscience-10	172	26	from	from	ADP
bioscience-10	172	27	your	your	PRON
bioscience-10	172	28	computer	computer	NOUN
bioscience-10	172	29	.	.	PUNCT
bioscience-10	173	1	4	4	X
bioscience-10	173	2	)	)	PUNCT
bioscience-10	173	3	choose	choose	VERB
bioscience-10	173	4	to	to	PART
bioscience-10	173	5	use	use	VERB
bioscience-10	173	6	the	the	DET
bioscience-10	173	7	storage	storage	NOUN
bioscience-10	173	8	capacity	capacity	NOUN
bioscience-10	173	9	provided	provide	VERB
bioscience-10	173	10	by	by	ADP
bioscience-10	173	11	these	these	DET
bioscience-10	173	12	platforms	platform	NOUN
bioscience-10	173	13	to	to	PART
bioscience-10	173	14	store	store	VERB
bioscience-10	173	15	data	datum	NOUN
bioscience-10	173	16	instead	instead	ADV
bioscience-10	173	17	of	of	ADP
bioscience-10	173	18	overfilling	overfill	VERB
bioscience-10	173	19	your	your	PRON
bioscience-10	173	20	computer	computer	NOUN
bioscience-10	173	21	memory	memory	NOUN
bioscience-10	173	22	.	.	PUNCT
bioscience-10	174	1	5	5	NUM
bioscience-10	174	2	)	)	PUNCT
bioscience-10	174	3	such	such	ADJ
bioscience-10	174	4	platforms	platform	NOUN
bioscience-10	174	5	have	have	VERB
bioscience-10	174	6	their	their	PRON
bioscience-10	174	7	own	own	ADJ
bioscience-10	174	8	research	research	NOUN
bioscience-10	174	9	communities	community	NOUN
bioscience-10	174	10	,	,	PUNCT
bioscience-10	174	11	where	where	SCONJ
bioscience-10	174	12	you	you	PRON
bioscience-10	174	13	can	can	AUX
bioscience-10	174	14	submit	submit	VERB
bioscience-10	174	15	your	your	PRON
bioscience-10	174	16	questions	question	NOUN
bioscience-10	174	17	.	.	PUNCT
bioscience-10	175	1	life	life	NOUN
bioscience-10	175	2	as	as	ADP
bioscience-10	175	3	a	a	DET
bioscience-10	175	4	bioinformatician	bioinformatician	NOUN
bioscience-10	175	5	in	in	ADP
bioscience-10	175	6	arabic	arabic	ADJ
bioscience-10	175	7	countries	country	NOUN
bioscience-10	175	8	many	many	ADJ
bioscience-10	175	9	arab	arab	ADJ
bioscience-10	175	10	countries	country	NOUN
bioscience-10	175	11	do	do	AUX
bioscience-10	175	12	not	not	PART
bioscience-10	175	13	support	support	VERB
bioscience-10	175	14	research	research	NOUN
bioscience-10	175	15	(	(	PUNCT
bioscience-10	175	16	48	48	NUM
bioscience-10	175	17	)	)	PUNCT
bioscience-10	175	18	and	and	CCONJ
bioscience-10	175	19	fresh	fresh	ADJ
bioscience-10	175	20	bioinformaticians	bioinformatician	NOUN
bioscience-10	175	21	may	may	AUX
bioscience-10	175	22	suffer	suffer	VERB
bioscience-10	175	23	from	from	ADP
bioscience-10	175	24	a	a	DET
bioscience-10	175	25	lack	lack	NOUN
bioscience-10	175	26	of	of	ADP
bioscience-10	175	27	funding	funding	NOUN
bioscience-10	175	28	.	.	PUNCT
bioscience-10	176	1	my	my	PRON
bioscience-10	176	2	answer	answer	NOUN
bioscience-10	176	3	to	to	ADP
bioscience-10	176	4	this	this	DET
bioscience-10	176	5	problem	problem	NOUN
bioscience-10	176	6	is	be	AUX
bioscience-10	176	7	to	to	PART
bioscience-10	176	8	begin	begin	VERB
bioscience-10	176	9	your	your	PRON
bioscience-10	176	10	career	career	NOUN
bioscience-10	176	11	as	as	ADP
bioscience-10	176	12	a	a	DET
bioscience-10	176	13	freelancer	freelancer	NOUN
bioscience-10	176	14	.	.	PUNCT
bioscience-10	177	1	freelance	freelance	NOUN
bioscience-10	177	2	employees	employee	NOUN
bioscience-10	177	3	are	be	AUX
bioscience-10	177	4	terms	term	NOUN
bioscience-10	177	5	that	that	PRON
bioscience-10	177	6	are	be	AUX
bioscience-10	177	7	commonly	commonly	ADV
bioscience-10	177	8	used	use	VERB
bioscience-10	177	9	by	by	ADP
bioscience-10	177	10	a	a	DET
bioscience-10	177	11	self	self	NOUN
bioscience-10	177	12	-	-	PUNCT
bioscience-10	177	13	employed	employ	VERB
bioscience-10	177	14	person	person	NOUN
bioscience-10	177	15	who	who	PRON
bioscience-10	177	16	is	be	AUX
bioscience-10	177	17	not	not	PART
bioscience-10	177	18	usually	usually	ADV
bioscience-10	177	19	a	a	DET
bioscience-10	177	20	long	long	ADJ
bioscience-10	177	21	-	-	PUNCT
bioscience-10	177	22	term	term	NOUN
bioscience-10	177	23	employer	employer	NOUN
bioscience-10	177	24	.	.	PUNCT
bioscience-10	178	1	fresh	fresh	ADJ
bioscience-10	178	2	bioinformatics	bioinformatics	NOUN
bioscience-10	178	3	graduates	graduate	NOUN
bioscience-10	178	4	may	may	AUX
bioscience-10	178	5	offer	offer	VERB
bioscience-10	178	6	their	their	PRON
bioscience-10	178	7	data	datum	NOUN
bioscience-10	178	8	analysis	analysis	NOUN
bioscience-10	178	9	expertise	expertise	NOUN
bioscience-10	178	10	to	to	ADP
bioscience-10	178	11	local	local	ADJ
bioscience-10	178	12	and	and	CCONJ
bioscience-10	178	13	international	international	ADJ
bioscience-10	178	14	research	research	NOUN
bioscience-10	178	15	groups	group	NOUN
bioscience-10	178	16	in	in	ADP
bioscience-10	178	17	exchange	exchange	NOUN
bioscience-10	178	18	for	for	ADP
bioscience-10	178	19	money	money	NOUN
bioscience-10	178	20	.	.	PUNCT
bioscience-10	179	1	in	in	ADP
bioscience-10	179	2	this	this	DET
bioscience-10	179	3	manner	manner	NOUN
bioscience-10	179	4	,	,	PUNCT
bioscience-10	179	5	they	they	PRON
bioscience-10	179	6	will	will	AUX
bioscience-10	179	7	support	support	VERB
bioscience-10	179	8	their	their	PRON
bioscience-10	179	9	continuing	continue	VERB
bioscience-10	179	10	self	self	NOUN
bioscience-10	179	11	-	-	PUNCT
bioscience-10	179	12	education	education	NOUN
bioscience-10	179	13	and	and	CCONJ
bioscience-10	179	14	their	their	PRON
bioscience-10	179	15	personal	personal	ADJ
bioscience-10	179	16	goals	goal	NOUN
bioscience-10	179	17	.	.	PUNCT
bioscience-10	180	1	considering	consider	VERB
bioscience-10	180	2	that	that	SCONJ
bioscience-10	180	3	,	,	PUNCT
bioscience-10	180	4	this	this	DET
bioscience-10	180	5	path	path	NOUN
bioscience-10	180	6	needs	need	VERB
bioscience-10	180	7	good	good	ADJ
bioscience-10	180	8	research	research	NOUN
bioscience-10	180	9	knowledge	knowledge	NOUN
bioscience-10	180	10	,	,	PUNCT
bioscience-10	180	11	free	free	ADJ
bioscience-10	180	12	and	and	CCONJ
bioscience-10	180	13	low	low	ADJ
bioscience-10	180	14	-	-	PUNCT
bioscience-10	180	15	cost	cost	NOUN
bioscience-10	180	16	services	service	NOUN
bioscience-10	180	17	and	and	CCONJ
bioscience-10	180	18	communication	communication	NOUN
bioscience-10	180	19	skills	skill	NOUN
bioscience-10	180	20	.	.	PUNCT
bioscience-10	181	1	while	while	SCONJ
bioscience-10	181	2	freelance	freelance	NOUN
bioscience-10	181	3	is	be	AUX
bioscience-10	181	4	a	a	DET
bioscience-10	181	5	good	good	ADJ
bioscience-10	181	6	way	way	NOUN
bioscience-10	181	7	to	to	PART
bioscience-10	181	8	start	start	VERB
bioscience-10	181	9	your	your	PRON
bioscience-10	181	10	life	life	NOUN
bioscience-10	181	11	as	as	ADP
bioscience-10	181	12	a	a	DET
bioscience-10	181	13	bioinformatician	bioinformatician	NOUN
bioscience-10	181	14	,	,	PUNCT
bioscience-10	181	15	some	some	DET
bioscience-10	181	16	considerations	consideration	NOUN
bioscience-10	181	17	are	be	AUX
bioscience-10	181	18	required	require	VERB
bioscience-10	181	19	:	:	PUNCT
bioscience-10	181	20	1	1	X
bioscience-10	181	21	)	)	PUNCT
bioscience-10	181	22	do	do	AUX
bioscience-10	181	23	n't	not	PART
bioscience-10	181	24	manipulate	manipulate	VERB
bioscience-10	181	25	output	output	NOUN
bioscience-10	181	26	reports	report	NOUN
bioscience-10	181	27	for	for	ADP
bioscience-10	181	28	those	those	PRON
bioscience-10	181	29	who	who	PRON
bioscience-10	181	30	want	want	VERB
bioscience-10	181	31	to	to	PART
bioscience-10	181	32	finish	finish	VERB
bioscience-10	181	33	their	their	PRON
bioscience-10	181	34	dissertations	dissertation	NOUN
bioscience-10	181	35	without	without	ADP
bioscience-10	181	36	having	having	AUX
bioscience-10	181	37	worked	work	VERB
bioscience-10	181	38	.	.	PUNCT
bioscience-10	182	1	2	2	X
bioscience-10	182	2	)	)	PUNCT
bioscience-10	182	3	finish	finish	VERB
bioscience-10	182	4	the	the	DET
bioscience-10	182	5	work	work	NOUN
bioscience-10	182	6	of	of	ADP
bioscience-10	182	7	each	each	DET
bioscience-10	182	8	researcher	researcher	NOUN
bioscience-10	182	9	without	without	ADP
bioscience-10	182	10	doing	do	VERB
bioscience-10	182	11	more	more	ADJ
bioscience-10	182	12	than	than	SCONJ
bioscience-10	182	13	is	be	AUX
bioscience-10	182	14	necessary	necessary	ADJ
bioscience-10	182	15	and	and	CCONJ
bioscience-10	182	16	not	not	PART
bioscience-10	182	17	less	less	ADJ
bioscience-10	182	18	than	than	ADP
bioscience-10	182	19	is	be	AUX
bioscience-10	182	20	essential	essential	ADJ
bioscience-10	182	21	.	.	PUNCT
bioscience-10	183	1	3	3	X
bioscience-10	183	2	)	)	PUNCT
bioscience-10	183	3	note	note	NOUN
bioscience-10	183	4	that	that	SCONJ
bioscience-10	183	5	freelancing	freelancing	NOUN
bioscience-10	183	6	is	be	AUX
bioscience-10	183	7	not	not	PART
bioscience-10	183	8	a	a	DET
bioscience-10	183	9	type	type	NOUN
bioscience-10	183	10	of	of	ADP
bioscience-10	183	11	research	research	NOUN
bioscience-10	183	12	,	,	PUNCT
bioscience-10	183	13	and	and	CCONJ
bioscience-10	183	14	you	you	PRON
bioscience-10	183	15	need	need	VERB
bioscience-10	183	16	to	to	PART
bioscience-10	183	17	write	write	VERB
bioscience-10	183	18	any	any	DET
bioscience-10	183	19	scientific	scientific	ADJ
bioscience-10	183	20	papers	paper	NOUN
bioscience-10	183	21	for	for	ADP
bioscience-10	183	22	yourself	yourself	PRON
bioscience-10	183	23	in	in	ADP
bioscience-10	183	24	order	order	NOUN
bioscience-10	183	25	to	to	PART
bioscience-10	183	26	build	build	VERB
bioscience-10	183	27	your	your	PRON
bioscience-10	183	28	own	own	ADJ
bioscience-10	183	29	scientific	scientific	ADJ
bioscience-10	183	30	background	background	NOUN
bioscience-10	183	31	.	.	PUNCT
bioscience-10	184	1	4	4	X
bioscience-10	184	2	)	)	PUNCT
bioscience-10	184	3	once	once	SCONJ
bioscience-10	184	4	you	you	PRON
bioscience-10	184	5	have	have	VERB
bioscience-10	184	6	a	a	DET
bioscience-10	184	7	successful	successful	ADJ
bioscience-10	184	8	and	and	CCONJ
bioscience-10	184	9	well	well	ADV
bioscience-10	184	10	-	-	PUNCT
bioscience-10	184	11	paid	pay	VERB
bioscience-10	184	12	position	position	NOUN
bioscience-10	184	13	,	,	PUNCT
bioscience-10	184	14	avoid	avoid	VERB
bioscience-10	184	15	freelancing	freelance	VERB
bioscience-10	184	16	and	and	CCONJ
bioscience-10	184	17	start	start	VERB
bioscience-10	184	18	sharing	share	VERB
bioscience-10	184	19	the	the	DET
bioscience-10	184	20	credit	credit	NOUN
bioscience-10	184	21	for	for	ADP
bioscience-10	184	22	your	your	PRON
bioscience-10	184	23	work	work	NOUN
bioscience-10	184	24	.	.	PUNCT
bioscience-10	185	1	bioinformatics	bioinformatic	NOUN
bioscience-10	185	2	and	and	CCONJ
bioscience-10	185	3	communication	communication	NOUN
bioscience-10	185	4	skills	skill	NOUN
bioscience-10	185	5	communication	communication	NOUN
bioscience-10	185	6	skills	skill	NOUN
bioscience-10	185	7	for	for	ADP
bioscience-10	185	8	bioinformatician	bioinformatician	NOUN
bioscience-10	185	9	are	be	AUX
bioscience-10	185	10	more	more	ADJ
bioscience-10	185	11	than	than	ADP
bioscience-10	185	12	necessary	necessary	ADJ
bioscience-10	185	13	and	and	CCONJ
bioscience-10	185	14	are	be	AUX
bioscience-10	185	15	very	very	ADV
bioscience-10	185	16	important	important	ADJ
bioscience-10	185	17	for	for	ADP
bioscience-10	185	18	researchers	researcher	NOUN
bioscience-10	185	19	,	,	PUNCT
bioscience-10	185	20	especially	especially	ADV
bioscience-10	185	21	when	when	SCONJ
bioscience-10	185	22	working	work	VERB
bioscience-10	185	23	in	in	ADP
bioscience-10	185	24	scientific	scientific	ADJ
bioscience-10	185	25	teams	team	NOUN
bioscience-10	185	26	.	.	PUNCT
bioscience-10	186	1	communicating	communicate	VERB
bioscience-10	186	2	with	with	ADP
bioscience-10	186	3	other	other	ADJ
bioscience-10	186	4	bioinformaticians	bioinformatician	NOUN
bioscience-10	186	5	,	,	PUNCT
bioscience-10	186	6	biologists	biologist	NOUN
bioscience-10	186	7	and	and	CCONJ
bioscience-10	186	8	researchers	researcher	NOUN
bioscience-10	186	9	is	be	AUX
bioscience-10	186	10	critical	critical	ADJ
bioscience-10	186	11	to	to	ADP
bioscience-10	186	12	understanding	understanding	NOUN
bioscience-10	186	13	,	,	PUNCT
bioscience-10	186	14	resolving	resolve	VERB
bioscience-10	186	15	and	and	CCONJ
bioscience-10	186	16	addressing	address	VERB
bioscience-10	186	17	daily	daily	ADJ
bioscience-10	186	18	bioinformatics	bioinformatics	NOUN
bioscience-10	186	19	issues	issue	NOUN
bioscience-10	186	20	.	.	PUNCT
bioscience-10	187	1	such	such	ADJ
bioscience-10	187	2	challenges	challenge	NOUN
bioscience-10	187	3	could	could	AUX
bioscience-10	187	4	be	be	AUX
bioscience-10	187	5	software	software	NOUN
bioscience-10	187	6	bugs	bug	NOUN
bioscience-10	187	7	,	,	PUNCT
bioscience-10	187	8	incorrect	incorrect	ADJ
bioscience-10	187	9	results	result	NOUN
bioscience-10	187	10	and	and	CCONJ
bioscience-10	187	11	experimental	experimental	ADJ
bioscience-10	187	12	methodologies	methodology	NOUN
bioscience-10	187	13	.	.	PUNCT
bioscience-10	188	1	in	in	ADP
bioscience-10	188	2	most	most	ADJ
bioscience-10	188	3	of	of	ADP
bioscience-10	188	4	our	our	PRON
bioscience-10	188	5	arabic	arabic	ADJ
bioscience-10	188	6	countries	country	NOUN
bioscience-10	188	7	,	,	PUNCT
bioscience-10	188	8	there	there	PRON
bioscience-10	188	9	is	be	VERB
bioscience-10	188	10	a	a	DET
bioscience-10	188	11	weak	weak	ADJ
bioscience-10	188	12	link	link	NOUN
bioscience-10	188	13	between	between	ADP
bioscience-10	188	14	different	different	ADJ
bioscience-10	188	15	scientific	scientific	ADJ
bioscience-10	188	16	groups	group	NOUN
bioscience-10	188	17	so	so	ADV
bioscience-10	188	18	,	,	PUNCT
bioscience-10	188	19	for	for	ADP
bioscience-10	188	20	order	order	NOUN
bioscience-10	188	21	to	to	PART
bioscience-10	188	22	overcome	overcome	VERB
bioscience-10	188	23	such	such	ADJ
bioscience-10	188	24	difficulties	difficulty	NOUN
bioscience-10	188	25	,	,	PUNCT
bioscience-10	188	26	arab	arab	ADJ
bioscience-10	188	27	bioinformaticians	bioinformatician	NOUN
bioscience-10	188	28	could	could	AUX
bioscience-10	188	29	use	use	VERB
bioscience-10	188	30	research	research	NOUN
bioscience-10	188	31	communities	community	NOUN
bioscience-10	188	32	to	to	PART
bioscience-10	188	33	interact	interact	VERB
bioscience-10	188	34	with	with	ADP
bioscience-10	188	35	each	each	DET
bioscience-10	188	36	other	other	ADJ
bioscience-10	188	37	and	and	CCONJ
bioscience-10	188	38	with	with	ADP
bioscience-10	188	39	international	international	ADJ
bioscience-10	188	40	scientific	scientific	ADJ
bioscience-10	188	41	teams	team	NOUN
bioscience-10	188	42	.	.	PUNCT
bioscience-10	189	1	there	there	PRON
bioscience-10	189	2	are	be	VERB
bioscience-10	189	3	various	various	ADJ
bioscience-10	189	4	advanced	advanced	ADJ
bioscience-10	189	5	research	research	NOUN
bioscience-10	189	6	,	,	PUNCT
bioscience-10	189	7	e.g.	e.g.	ADV
bioscience-10	189	8	ask	ask	VERB
bioscience-10	189	9	ubuntu	ubuntu	NOUN
bioscience-10	189	10	(	(	PUNCT
bioscience-10	189	11	49	49	NUM
bioscience-10	189	12	)	)	PUNCT
bioscience-10	189	13	,	,	PUNCT
bioscience-10	189	14	bioinformatics	bioinformatic	NOUN
bioscience-10	189	15	(	(	PUNCT
bioscience-10	189	16	50	50	NUM
bioscience-10	189	17	)	)	PUNCT
bioscience-10	189	18	and	and	CCONJ
bioscience-10	189	19	researchgate	researchgate	NOUN
bioscience-10	189	20	(	(	PUNCT
bioscience-10	189	21	51	51	NUM
bioscience-10	189	22	)	)	PUNCT
bioscience-10	189	23	.	.	PUNCT
bioscience-10	190	1	such	such	ADJ
bioscience-10	190	2	groups	group	NOUN
bioscience-10	190	3	will	will	AUX
bioscience-10	190	4	help	help	VERB
bioscience-10	190	5	young	young	ADJ
bioscience-10	190	6	scientists	scientist	NOUN
bioscience-10	190	7	start	start	VERB
bioscience-10	190	8	their	their	PRON
bioscience-10	190	9	careers	career	NOUN
bioscience-10	190	10	and	and	CCONJ
bioscience-10	190	11	find	find	VERB
bioscience-10	190	12	new	new	ADJ
bioscience-10	190	13	bioinformatics	bioinformatic	NOUN
bioscience-10	190	14	problems	problem	NOUN
bioscience-10	190	15	that	that	PRON
bioscience-10	190	16	they	they	PRON
bioscience-10	190	17	could	could	AUX
bioscience-10	190	18	address	address	VERB
bioscience-10	190	19	.	.	PUNCT
bioscience-10	191	1	the	the	DET
bioscience-10	191	2	art	art	NOUN
bioscience-10	191	3	of	of	ADP
bioscience-10	191	4	bioinformatics	bioinformatics	NOUN
bioscience-10	191	5	learning	learn	VERB
bioscience-10	191	6	in	in	ADP
bioscience-10	191	7	our	our	PRON
bioscience-10	191	8	arabic	arabic	ADJ
bioscience-10	191	9	world	world	NOUN
bioscience-10	191	10	highlights	highlight	NOUN
bioscience-10	191	11	in	in	ADP
bioscience-10	191	12	bioscience	bioscience	NOUN
bioscience-10	191	13	doi	doi	NOUN
bioscience-10	191	14	:	:	PUNCT
bioscience-10	191	15	10.36462	10.36462	NUM
bioscience-10	191	16	/	/	SYM
bioscience-10	191	17	h.biosci.20193	h.biosci.20193	NOUN
bioscience-10	191	18	october	october	PROPN
bioscience-10	191	19	2019	2019	NUM
bioscience-10	191	20	|	|	ADV
bioscience-10	191	21	volume2	volume2	ADJ
bioscience-10	191	22	http://highlightsin.org/index.php/bioscience/	http://highlightsin.org/index.php/bioscience/	AUX
bioscience-10	191	23	page	page	NOUN
bioscience-10	191	24	7	7	NUM
bioscience-10	191	25	of	of	ADP
bioscience-10	191	26	10	10	NUM
bioscience-10	191	27	the	the	DET
bioscience-10	191	28	future	future	NOUN
bioscience-10	191	29	for	for	SCONJ
bioscience-10	191	30	you	you	PRON
bioscience-10	191	31	following	follow	VERB
bioscience-10	191	32	basic	basic	ADJ
bioscience-10	191	33	learning	learning	NOUN
bioscience-10	191	34	,	,	PUNCT
bioscience-10	191	35	one	one	NUM
bioscience-10	191	36	or	or	CCONJ
bioscience-10	191	37	two	two	NUM
bioscience-10	191	38	programming	programming	NOUN
bioscience-10	191	39	languages	language	NOUN
bioscience-10	191	40	and	and	CCONJ
bioscience-10	191	41	the	the	DET
bioscience-10	191	42	handling	handling	NOUN
bioscience-10	191	43	of	of	ADP
bioscience-10	191	44	different	different	ADJ
bioscience-10	191	45	biological	biological	ADJ
bioscience-10	191	46	data	datum	NOUN
bioscience-10	191	47	through	through	ADP
bioscience-10	191	48	a	a	DET
bioscience-10	191	49	variety	variety	NOUN
bioscience-10	191	50	of	of	ADP
bioscience-10	191	51	analytical	analytical	ADJ
bioscience-10	191	52	techniques	technique	NOUN
bioscience-10	191	53	,	,	PUNCT
bioscience-10	191	54	the	the	DET
bioscience-10	191	55	expected	expect	VERB
bioscience-10	191	56	next	next	ADJ
bioscience-10	191	57	phases	phase	NOUN
bioscience-10	191	58	are	be	AUX
bioscience-10	191	59	as	as	SCONJ
bioscience-10	191	60	follows	follow	VERB
bioscience-10	191	61	:	:	PUNCT
bioscience-10	191	62	1	1	X
bioscience-10	191	63	)	)	PUNCT
bioscience-10	191	64	learn	learn	VERB
bioscience-10	191	65	c	c	NOUN
bioscience-10	191	66	programming	programming	NOUN
bioscience-10	191	67	language	language	NOUN
bioscience-10	191	68	;	;	PUNCT
bioscience-10	191	69	c	c	X
bioscience-10	191	70	is	be	AUX
bioscience-10	191	71	faster	fast	ADJ
bioscience-10	191	72	and	and	CCONJ
bioscience-10	191	73	consumes	consume	VERB
bioscience-10	191	74	less	less	ADJ
bioscience-10	191	75	memory	memory	NOUN
bioscience-10	191	76	than	than	ADP
bioscience-10	191	77	other	other	ADJ
bioscience-10	191	78	programming	programming	NOUN
bioscience-10	191	79	languages	language	NOUN
bioscience-10	191	80	.	.	PUNCT
bioscience-10	192	1	although	although	SCONJ
bioscience-10	192	2	learning	learn	VERB
bioscience-10	192	3	c	c	PROPN
bioscience-10	192	4	is	be	AUX
bioscience-10	192	5	difficult	difficult	ADJ
bioscience-10	192	6	,	,	PUNCT
bioscience-10	192	7	most	most	ADV
bioscience-10	192	8	famous	famous	ADJ
bioscience-10	192	9	bioinformatics	bioinformatics	NOUN
bioscience-10	192	10	programs	program	NOUN
bioscience-10	192	11	such	such	ADJ
bioscience-10	192	12	as	as	ADP
bioscience-10	192	13	the	the	DET
bioscience-10	192	14	blast	blast	NOUN
bioscience-10	192	15	(	(	PUNCT
bioscience-10	192	16	52	52	NUM
bioscience-10	192	17	)	)	PUNCT
bioscience-10	192	18	software	software	NOUN
bioscience-10	192	19	package	package	NOUN
bioscience-10	192	20	are	be	AUX
bioscience-10	192	21	written	write	VERB
bioscience-10	192	22	in	in	ADP
bioscience-10	192	23	c.	c.	PROPN
bioscience-10	192	24	the	the	DET
bioscience-10	192	25	problem	problem	NOUN
bioscience-10	192	26	is	be	AUX
bioscience-10	192	27	that	that	SCONJ
bioscience-10	192	28	python	python	NOUN
bioscience-10	192	29	,	,	PUNCT
bioscience-10	192	30	perl	perl	NOUN
bioscience-10	192	31	and	and	CCONJ
bioscience-10	192	32	r	r	NOUN
bioscience-10	192	33	are	be	AUX
bioscience-10	192	34	slower	slow	ADJ
bioscience-10	192	35	than	than	ADP
bioscience-10	192	36	c	c	PROPN
bioscience-10	192	37	when	when	SCONJ
bioscience-10	192	38	handling	handle	VERB
bioscience-10	192	39	large	large	ADJ
bioscience-10	192	40	data	datum	NOUN
bioscience-10	192	41	,	,	PUNCT
bioscience-10	192	42	and	and	CCONJ
bioscience-10	192	43	then	then	ADV
bioscience-10	192	44	when	when	SCONJ
bioscience-10	192	45	performing	perform	VERB
bioscience-10	192	46	complicated	complicated	ADJ
bioscience-10	192	47	processes	process	NOUN
bioscience-10	192	48	and	and	CCONJ
bioscience-10	192	49	memory	memory	NOUN
bioscience-10	192	50	management	management	NOUN
bioscience-10	192	51	are	be	AUX
bioscience-10	192	52	needed	need	VERB
bioscience-10	192	53	(	(	PUNCT
bioscience-10	192	54	53	53	NUM
bioscience-10	192	55	)	)	PUNCT
bioscience-10	192	56	.	.	PUNCT
bioscience-10	193	1	you	you	PRON
bioscience-10	193	2	will	will	AUX
bioscience-10	193	3	need	need	VERB
bioscience-10	193	4	to	to	PART
bioscience-10	193	5	write	write	VERB
bioscience-10	193	6	some	some	PRON
bioscience-10	193	7	of	of	ADP
bioscience-10	193	8	your	your	PRON
bioscience-10	193	9	codes	code	NOUN
bioscience-10	193	10	in	in	ADP
bioscience-10	193	11	c	c	PROPN
bioscience-10	193	12	in	in	ADP
bioscience-10	193	13	the	the	DET
bioscience-10	193	14	future	future	NOUN
bioscience-10	193	15	to	to	PART
bioscience-10	193	16	make	make	VERB
bioscience-10	193	17	your	your	PRON
bioscience-10	193	18	program	program	NOUN
bioscience-10	193	19	faster	fast	ADV
bioscience-10	193	20	and	and	CCONJ
bioscience-10	193	21	more	more	ADV
bioscience-10	193	22	efficient	efficient	ADJ
bioscience-10	193	23	,	,	PUNCT
bioscience-10	193	24	even	even	ADV
bioscience-10	193	25	if	if	SCONJ
bioscience-10	193	26	these	these	DET
bioscience-10	193	27	scripts	script	NOUN
bioscience-10	193	28	need	need	VERB
bioscience-10	193	29	more	more	ADJ
bioscience-10	193	30	lines	line	NOUN
bioscience-10	193	31	to	to	PART
bioscience-10	193	32	express	express	VERB
bioscience-10	193	33	.	.	PUNCT
bioscience-10	194	1	like	like	ADP
bioscience-10	194	2	c	c	X
bioscience-10	194	3	,	,	PUNCT
bioscience-10	194	4	fortran	fortran	NOUN
bioscience-10	194	5	is	be	AUX
bioscience-10	194	6	a	a	DET
bioscience-10	194	7	very	very	ADV
bioscience-10	194	8	important	important	ADJ
bioscience-10	194	9	programming	programming	NOUN
bioscience-10	194	10	language	language	NOUN
bioscience-10	194	11	,	,	PUNCT
bioscience-10	194	12	particularly	particularly	ADV
bioscience-10	194	13	when	when	SCONJ
bioscience-10	194	14	it	it	PRON
bioscience-10	194	15	comes	come	VERB
bioscience-10	194	16	to	to	ADP
bioscience-10	194	17	statistical	statistical	ADJ
bioscience-10	194	18	analysis	analysis	NOUN
bioscience-10	194	19	,	,	PUNCT
bioscience-10	194	20	and	and	CCONJ
bioscience-10	194	21	some	some	PRON
bioscience-10	194	22	may	may	AUX
bioscience-10	194	23	argue	argue	VERB
bioscience-10	194	24	that	that	SCONJ
bioscience-10	194	25	it	it	PRON
bioscience-10	194	26	is	be	AUX
bioscience-10	194	27	faster	fast	ADJ
bioscience-10	194	28	than	than	ADP
bioscience-10	194	29	c	c	PROPN
bioscience-10	194	30	(	(	PUNCT
bioscience-10	194	31	54	54	NUM
bioscience-10	194	32	)	)	PUNCT
bioscience-10	194	33	.	.	PUNCT
bioscience-10	195	1	2	2	X
bioscience-10	195	2	)	)	PUNCT
bioscience-10	195	3	boost	boost	VERB
bioscience-10	195	4	your	your	PRON
bioscience-10	195	5	understanding	understanding	NOUN
bioscience-10	195	6	of	of	ADP
bioscience-10	195	7	shell	shell	ADJ
bioscience-10	195	8	scripting	scripting	NOUN
bioscience-10	195	9	.	.	PUNCT
bioscience-10	196	1	shell	shell	PROPN
bioscience-10	196	2	is	be	AUX
bioscience-10	196	3	the	the	DET
bioscience-10	196	4	programming	programming	NOUN
bioscience-10	196	5	language	language	NOUN
bioscience-10	196	6	used	use	VERB
bioscience-10	196	7	by	by	ADP
bioscience-10	196	8	the	the	DET
bioscience-10	196	9	linux	linux	PROPN
bioscience-10	196	10	system	system	NOUN
bioscience-10	196	11	(	(	PUNCT
bioscience-10	196	12	55	55	NUM
bioscience-10	196	13	)	)	PUNCT
bioscience-10	196	14	,	,	PUNCT
bioscience-10	196	15	improving	improve	VERB
bioscience-10	196	16	your	your	PRON
bioscience-10	196	17	reading	reading	NOUN
bioscience-10	196	18	and	and	CCONJ
bioscience-10	196	19	writing	writing	NOUN
bioscience-10	196	20	skills	skill	NOUN
bioscience-10	196	21	in	in	ADP
bioscience-10	196	22	such	such	DET
bioscience-10	196	23	a	a	DET
bioscience-10	196	24	language	language	NOUN
bioscience-10	196	25	will	will	AUX
bioscience-10	196	26	enhance	enhance	VERB
bioscience-10	196	27	the	the	DET
bioscience-10	196	28	management	management	NOUN
bioscience-10	196	29	of	of	ADP
bioscience-10	196	30	complex	complex	ADJ
bioscience-10	196	31	tasks	task	NOUN
bioscience-10	196	32	.	.	PUNCT
bioscience-10	197	1	in	in	ADP
bioscience-10	197	2	some	some	DET
bioscience-10	197	3	cases	case	NOUN
bioscience-10	197	4	,	,	PUNCT
bioscience-10	197	5	you	you	PRON
bioscience-10	197	6	can	can	AUX
bioscience-10	197	7	create	create	VERB
bioscience-10	197	8	hybrid	hybrid	ADJ
bioscience-10	197	9	scripts	script	NOUN
bioscience-10	197	10	where	where	SCONJ
bioscience-10	197	11	you	you	PRON
bioscience-10	197	12	compose	compose	VERB
bioscience-10	197	13	an	an	DET
bioscience-10	197	14	algorithm	algorithm	NOUN
bioscience-10	197	15	to	to	PART
bioscience-10	197	16	manipulate	manipulate	VERB
bioscience-10	197	17	data	datum	NOUN
bioscience-10	197	18	throughout	throughout	ADP
bioscience-10	197	19	different	different	ADJ
bioscience-10	197	20	computer	computer	NOUN
bioscience-10	197	21	programming	programming	NOUN
bioscience-10	197	22	languages	language	NOUN
bioscience-10	197	23	such	such	ADJ
bioscience-10	197	24	as	as	ADP
bioscience-10	197	25	python	python	NOUN
bioscience-10	197	26	,	,	PUNCT
bioscience-10	197	27	c	c	PROPN
bioscience-10	197	28	,	,	PUNCT
bioscience-10	197	29	julia	julia	PROPN
bioscience-10	197	30	and	and	CCONJ
bioscience-10	197	31	r	r	PROPN
bioscience-10	197	32	,	,	PUNCT
bioscience-10	197	33	in	in	ADP
bioscience-10	197	34	addition	addition	NOUN
bioscience-10	197	35	allowing	allow	VERB
bioscience-10	197	36	you	you	PRON
bioscience-10	197	37	the	the	DET
bioscience-10	197	38	flexibility	flexibility	NOUN
bioscience-10	197	39	to	to	PART
bioscience-10	197	40	use	use	VERB
bioscience-10	197	41	what	what	PRON
bioscience-10	197	42	the	the	DET
bioscience-10	197	43	linux	linux	PROPN
bioscience-10	197	44	system	system	NOUN
bioscience-10	197	45	could	could	AUX
bioscience-10	197	46	provide	provide	VERB
bioscience-10	197	47	.	.	PUNCT
bioscience-10	198	1	3	3	X
bioscience-10	198	2	)	)	PUNCT
bioscience-10	198	3	do	do	AUX
bioscience-10	198	4	n't	not	PART
bioscience-10	198	5	repeat	repeat	VERB
bioscience-10	198	6	your	your	PRON
bioscience-10	198	7	work	work	NOUN
bioscience-10	198	8	;	;	PUNCT
bioscience-10	198	9	try	try	VERB
bioscience-10	198	10	to	to	PART
bioscience-10	198	11	handle	handle	VERB
bioscience-10	198	12	different	different	ADJ
bioscience-10	198	13	types	type	NOUN
bioscience-10	198	14	of	of	ADP
bioscience-10	198	15	data	datum	NOUN
bioscience-10	198	16	and	and	CCONJ
bioscience-10	198	17	use	use	VERB
bioscience-10	198	18	different	different	ADJ
bioscience-10	198	19	methods	method	NOUN
bioscience-10	198	20	of	of	ADP
bioscience-10	198	21	analysis	analysis	NOUN
bioscience-10	198	22	to	to	PART
bioscience-10	198	23	gain	gain	VERB
bioscience-10	198	24	more	more	ADJ
bioscience-10	198	25	knowledge	knowledge	NOUN
bioscience-10	198	26	and	and	CCONJ
bioscience-10	198	27	experience	experience	NOUN
bioscience-10	198	28	.	.	PUNCT
bioscience-10	199	1	4	4	X
bioscience-10	199	2	)	)	PUNCT
bioscience-10	199	3	machine	machine	NOUN
bioscience-10	199	4	learning	learning	NOUN
bioscience-10	199	5	(	(	PUNCT
bioscience-10	199	6	ml	ml	NOUN
bioscience-10	199	7	)	)	PUNCT
bioscience-10	199	8	is	be	AUX
bioscience-10	199	9	a	a	DET
bioscience-10	199	10	natural	natural	ADJ
bioscience-10	199	11	outgrowth	outgrowth	NOUN
bioscience-10	199	12	of	of	ADP
bioscience-10	199	13	a	a	DET
bioscience-10	199	14	combination	combination	NOUN
bioscience-10	199	15	of	of	ADP
bioscience-10	199	16	computer	computer	NOUN
bioscience-10	199	17	science	science	NOUN
bioscience-10	199	18	and	and	CCONJ
bioscience-10	199	19	statistics	statistic	NOUN
bioscience-10	199	20	and	and	CCONJ
bioscience-10	199	21	answers	answer	VERB
bioscience-10	199	22	the	the	DET
bioscience-10	199	23	question	question	NOUN
bioscience-10	199	24	of	of	ADP
bioscience-10	199	25	how	how	SCONJ
bioscience-10	199	26	to	to	PART
bioscience-10	199	27	build	build	VERB
bioscience-10	199	28	machines	machine	NOUN
bioscience-10	199	29	that	that	PRON
bioscience-10	199	30	automatically	automatically	ADV
bioscience-10	199	31	learn	learn	VERB
bioscience-10	199	32	from	from	ADP
bioscience-10	199	33	experience	experience	NOUN
bioscience-10	199	34	(	(	PUNCT
bioscience-10	199	35	56,57	56,57	NOUN
bioscience-10	199	36	)	)	PUNCT
bioscience-10	199	37	.	.	PUNCT
bioscience-10	200	1	understanding	understand	VERB
bioscience-10	200	2	ml	ml	VERB
bioscience-10	200	3	is	be	AUX
bioscience-10	200	4	very	very	ADV
bioscience-10	200	5	essential	essential	ADJ
bioscience-10	200	6	for	for	ADP
bioscience-10	200	7	your	your	PRON
bioscience-10	200	8	career	career	NOUN
bioscience-10	200	9	and	and	CCONJ
bioscience-10	200	10	could	could	AUX
bioscience-10	200	11	aid	aid	VERB
bioscience-10	200	12	your	your	PRON
bioscience-10	200	13	scientific	scientific	ADJ
bioscience-10	200	14	background	background	NOUN
bioscience-10	200	15	.	.	PUNCT
bioscience-10	201	1	python	python	PROPN
bioscience-10	201	2	,	,	PUNCT
bioscience-10	201	3	r	r	NOUN
bioscience-10	201	4	,	,	PUNCT
bioscience-10	201	5	java	java	NOUN
bioscience-10	201	6	and	and	CCONJ
bioscience-10	201	7	c	c	PROPN
bioscience-10	201	8	have	have	VERB
bioscience-10	201	9	specific	specific	ADJ
bioscience-10	201	10	libraries	library	NOUN
bioscience-10	201	11	for	for	ADP
bioscience-10	201	12	ml	ml	NOUN
bioscience-10	201	13	,	,	PUNCT
bioscience-10	201	14	but	but	CCONJ
bioscience-10	201	15	python	python	NOUN
bioscience-10	201	16	has	have	VERB
bioscience-10	201	17	the	the	DET
bioscience-10	201	18	maximum	maximum	ADJ
bioscience-10	201	19	attention	attention	NOUN
bioscience-10	201	20	(	(	PUNCT
bioscience-10	201	21	58	58	NUM
bioscience-10	201	22	)	)	PUNCT
bioscience-10	201	23	.	.	PUNCT
bioscience-10	202	1	5	5	X
bioscience-10	202	2	)	)	PUNCT
bioscience-10	202	3	begin	begin	VERB
bioscience-10	202	4	the	the	DET
bioscience-10	202	5	web	web	NOUN
bioscience-10	202	6	programming	programming	NOUN
bioscience-10	202	7	learning	learning	NOUN
bioscience-10	202	8	process	process	NOUN
bioscience-10	202	9	.	.	PUNCT
bioscience-10	203	1	internet	internet	NOUN
bioscience-10	203	2	development	development	NOUN
bioscience-10	203	3	is	be	AUX
bioscience-10	203	4	essential	essential	ADJ
bioscience-10	203	5	in	in	ADP
bioscience-10	203	6	order	order	NOUN
bioscience-10	203	7	to	to	PART
bioscience-10	203	8	make	make	VERB
bioscience-10	203	9	massive	massive	ADJ
bioscience-10	203	10	,	,	PUNCT
bioscience-10	203	11	definitive	definitive	ADJ
bioscience-10	203	12	data	datum	NOUN
bioscience-10	203	13	available	available	ADJ
bioscience-10	203	14	to	to	ADP
bioscience-10	203	15	the	the	DET
bioscience-10	203	16	scientific	scientific	ADJ
bioscience-10	203	17	community	community	NOUN
bioscience-10	203	18	.	.	PUNCT
bioscience-10	204	1	in	in	ADP
bioscience-10	204	2	fact	fact	NOUN
bioscience-10	204	3	,	,	PUNCT
bioscience-10	204	4	you	you	PRON
bioscience-10	204	5	could	could	AUX
bioscience-10	204	6	create	create	VERB
bioscience-10	204	7	your	your	PRON
bioscience-10	204	8	own	own	ADJ
bioscience-10	204	9	online	online	ADJ
bioscience-10	204	10	software	software	NOUN
bioscience-10	204	11	that	that	PRON
bioscience-10	204	12	would	would	AUX
bioscience-10	204	13	make	make	VERB
bioscience-10	204	14	it	it	PRON
bioscience-10	204	15	easier	easy	ADJ
bioscience-10	204	16	for	for	SCONJ
bioscience-10	204	17	scientists	scientist	NOUN
bioscience-10	204	18	with	with	ADP
bioscience-10	204	19	poor	poor	ADJ
bioscience-10	204	20	programming	programming	NOUN
bioscience-10	204	21	skills	skill	NOUN
bioscience-10	204	22	to	to	AUX
bioscience-10	204	23	use	use	VERB
bioscience-10	204	24	.	.	PUNCT
bioscience-10	205	1	python	python	PROPN
bioscience-10	205	2	has	have	VERB
bioscience-10	205	3	its	its	PRON
bioscience-10	205	4	own	own	ADJ
bioscience-10	205	5	web	web	NOUN
bioscience-10	205	6	programming	programming	NOUN
bioscience-10	205	7	packages	package	NOUN
bioscience-10	205	8	,	,	PUNCT
bioscience-10	205	9	such	such	ADJ
bioscience-10	205	10	django	django	NOUN
bioscience-10	205	11	.	.	PUNCT
bioscience-10	206	1	mental	mental	ADJ
bioscience-10	206	2	and	and	CCONJ
bioscience-10	206	3	social	social	ADJ
bioscience-10	206	4	life	life	NOUN
bioscience-10	206	5	of	of	ADP
bioscience-10	206	6	arabic	arabic	ADJ
bioscience-10	206	7	bioinformatician	bioinformatician	NOUN
bioscience-10	206	8	research	research	NOUN
bioscience-10	206	9	life	life	NOUN
bioscience-10	206	10	is	be	AUX
bioscience-10	206	11	demanding	demand	VERB
bioscience-10	206	12	,	,	PUNCT
bioscience-10	206	13	frustrating	frustrating	ADJ
bioscience-10	206	14	and	and	CCONJ
bioscience-10	206	15	highly	highly	ADV
bioscience-10	206	16	competitive	competitive	ADJ
bioscience-10	206	17	.	.	PUNCT
bioscience-10	207	1	where	where	SCONJ
bioscience-10	207	2	postgraduates	postgraduate	NOUN
bioscience-10	207	3	need	need	VERB
bioscience-10	207	4	high	high	ADJ
bioscience-10	207	5	marks	mark	NOUN
bioscience-10	207	6	for	for	ADP
bioscience-10	207	7	their	their	PRON
bioscience-10	207	8	courses	course	NOUN
bioscience-10	207	9	and	and	CCONJ
bioscience-10	207	10	a	a	DET
bioscience-10	207	11	variety	variety	NOUN
bioscience-10	207	12	of	of	ADP
bioscience-10	207	13	publications	publication	NOUN
bioscience-10	207	14	under	under	ADP
bioscience-10	207	15	their	their	PRON
bioscience-10	207	16	belts	belt	NOUN
bioscience-10	207	17	if	if	SCONJ
bioscience-10	207	18	they	they	PRON
bioscience-10	207	19	want	want	VERB
bioscience-10	207	20	to	to	PART
bioscience-10	207	21	earn	earn	VERB
bioscience-10	207	22	excellent	excellent	ADJ
bioscience-10	207	23	scholarships	scholarship	NOUN
bioscience-10	207	24	and	and	CCONJ
bioscience-10	207	25	research	research	NOUN
bioscience-10	207	26	positions	position	NOUN
bioscience-10	207	27	(	(	PUNCT
bioscience-10	207	28	59	59	NUM
bioscience-10	207	29	)	)	PUNCT
bioscience-10	207	30	.	.	PUNCT
bioscience-10	208	1	it	it	PRON
bioscience-10	208	2	is	be	AUX
bioscience-10	208	3	important	important	ADJ
bioscience-10	208	4	to	to	PART
bioscience-10	208	5	take	take	VERB
bioscience-10	208	6	part	part	NOUN
bioscience-10	208	7	in	in	ADP
bioscience-10	208	8	activities	activity	NOUN
bioscience-10	208	9	and	and	CCONJ
bioscience-10	208	10	social	social	ADJ
bioscience-10	208	11	structures	structure	NOUN
bioscience-10	208	12	in	in	ADP
bioscience-10	208	13	order	order	NOUN
bioscience-10	208	14	to	to	PART
bioscience-10	208	15	promote	promote	VERB
bioscience-10	208	16	the	the	DET
bioscience-10	208	17	academic	academic	ADJ
bioscience-10	208	18	and	and	CCONJ
bioscience-10	208	19	social	social	ADJ
bioscience-10	208	20	growth	growth	NOUN
bioscience-10	208	21	.	.	PUNCT
bioscience-10	209	1	many	many	ADJ
bioscience-10	209	2	current	current	ADJ
bioscience-10	209	3	students	student	NOUN
bioscience-10	209	4	in	in	ADP
bioscience-10	209	5	bioinformatics	bioinformatics	NOUN
bioscience-10	209	6	have	have	AUX
bioscience-10	209	7	been	be	AUX
bioscience-10	209	8	prepared	prepare	VERB
bioscience-10	209	9	to	to	PART
bioscience-10	209	10	learn	learn	VERB
bioscience-10	209	11	new	new	ADJ
bioscience-10	209	12	research	research	NOUN
bioscience-10	209	13	methodologies	methodology	NOUN
bioscience-10	209	14	and	and	CCONJ
bioscience-10	209	15	programming	programming	NOUN
bioscience-10	209	16	languages	language	NOUN
bioscience-10	209	17	and	and	CCONJ
bioscience-10	209	18	to	to	PART
bioscience-10	209	19	ignore	ignore	VERB
bioscience-10	209	20	social	social	ADJ
bioscience-10	209	21	life	life	NOUN
bioscience-10	209	22	.	.	PUNCT
bioscience-10	210	1	sadly	sadly	ADV
bioscience-10	210	2	,	,	PUNCT
bioscience-10	210	3	this	this	DET
bioscience-10	210	4	kind	kind	NOUN
bioscience-10	210	5	of	of	ADP
bioscience-10	210	6	behavior	behavior	NOUN
bioscience-10	210	7	is	be	AUX
bioscience-10	210	8	very	very	ADV
bioscience-10	210	9	risky	risky	ADJ
bioscience-10	210	10	with	with	ADP
bioscience-10	210	11	several	several	ADJ
bioscience-10	210	12	articles	article	NOUN
bioscience-10	210	13	on	on	ADP
bioscience-10	210	14	psychological	psychological	ADJ
bioscience-10	210	15	science	science	NOUN
bioscience-10	210	16	relating	relate	VERB
bioscience-10	210	17	mental	mental	ADJ
bioscience-10	210	18	illness	illness	NOUN
bioscience-10	210	19	with	with	ADP
bioscience-10	210	20	creativity	creativity	NOUN
bioscience-10	210	21	(	(	PUNCT
bioscience-10	210	22	60	60	NUM
bioscience-10	210	23	)	)	PUNCT
bioscience-10	210	24	.	.	PUNCT
bioscience-10	211	1	as	as	ADP
bioscience-10	211	2	a	a	DET
bioscience-10	211	3	bioinformatician	bioinformatician	NOUN
bioscience-10	211	4	,	,	PUNCT
bioscience-10	211	5	you	you	PRON
bioscience-10	211	6	need	need	VERB
bioscience-10	211	7	to	to	PART
bioscience-10	211	8	socialize	socialize	VERB
bioscience-10	211	9	with	with	ADP
bioscience-10	211	10	others	other	NOUN
bioscience-10	211	11	and	and	CCONJ
bioscience-10	211	12	participate	participate	VERB
bioscience-10	211	13	in	in	ADP
bioscience-10	211	14	outdoor	outdoor	ADJ
bioscience-10	211	15	activities	activity	NOUN
bioscience-10	211	16	to	to	PART
bioscience-10	211	17	boost	boost	VERB
bioscience-10	211	18	self	self	NOUN
bioscience-10	211	19	-	-	PUNCT
bioscience-10	211	20	efficiency	efficiency	NOUN
bioscience-10	211	21	and	and	CCONJ
bioscience-10	211	22	promote	promote	VERB
bioscience-10	211	23	team	team	NOUN
bioscience-10	211	24	harmony	harmony	NOUN
bioscience-10	211	25	.	.	PUNCT
bioscience-10	212	1	these	these	DET
bioscience-10	212	2	type	type	NOUN
bioscience-10	212	3	of	of	ADP
bioscience-10	212	4	activities	activity	NOUN
bioscience-10	212	5	are	be	AUX
bioscience-10	212	6	highly	highly	ADV
bioscience-10	212	7	recommended	recommend	VERB
bioscience-10	212	8	in	in	ADP
bioscience-10	212	9	the	the	DET
bioscience-10	212	10	field	field	NOUN
bioscience-10	212	11	of	of	ADP
bioscience-10	212	12	mental	mental	ADJ
bioscience-10	212	13	health	health	NOUN
bioscience-10	212	14	through	through	ADP
bioscience-10	212	15	a	a	DET
bioscience-10	212	16	number	number	NOUN
bioscience-10	212	17	of	of	ADP
bioscience-10	212	18	scientific	scientific	ADJ
bioscience-10	212	19	articles	article	NOUN
bioscience-10	212	20	(	(	PUNCT
bioscience-10	212	21	61	61	NUM
bioscience-10	212	22	)	)	PUNCT
bioscience-10	212	23	.	.	PUNCT
bioscience-10	213	1	in	in	ADP
bioscience-10	213	2	fact	fact	NOUN
bioscience-10	213	3	,	,	PUNCT
bioscience-10	213	4	physical	physical	ADJ
bioscience-10	213	5	activity	activity	NOUN
bioscience-10	213	6	has	have	AUX
bioscience-10	213	7	been	be	AUX
bioscience-10	213	8	shown	show	VERB
bioscience-10	213	9	to	to	PART
bioscience-10	213	10	be	be	AUX
bioscience-10	213	11	related	relate	VERB
bioscience-10	213	12	to	to	ADP
bioscience-10	213	13	mental	mental	ADJ
bioscience-10	213	14	health	health	NOUN
bioscience-10	213	15	and	and	CCONJ
bioscience-10	213	16	can	can	AUX
bioscience-10	213	17	play	play	VERB
bioscience-10	213	18	a	a	DET
bioscience-10	213	19	key	key	ADJ
bioscience-10	213	20	role	role	NOUN
bioscience-10	213	21	in	in	ADP
bioscience-10	213	22	sustaining	sustain	VERB
bioscience-10	213	23	moderate	moderate	ADJ
bioscience-10	213	24	to	to	ADP
bioscience-10	213	25	severe	severe	ADJ
bioscience-10	213	26	mental	mental	ADJ
bioscience-10	213	27	health	health	NOUN
bioscience-10	213	28	conditions	condition	NOUN
bioscience-10	213	29	,	,	PUNCT
bioscience-10	213	30	especially	especially	ADV
bioscience-10	213	31	anxiety	anxiety	NOUN
bioscience-10	213	32	(	(	PUNCT
bioscience-10	213	33	62	62	NUM
bioscience-10	213	34	)	)	PUNCT
bioscience-10	213	35	.	.	PUNCT
bioscience-10	214	1	first	first	ADV
bioscience-10	214	2	of	of	ADP
bioscience-10	214	3	all	all	PRON
bioscience-10	214	4	,	,	PUNCT
bioscience-10	214	5	there	there	PRON
bioscience-10	214	6	is	be	VERB
bioscience-10	214	7	a	a	DET
bioscience-10	214	8	high	high	ADJ
bioscience-10	214	9	rate	rate	NOUN
bioscience-10	214	10	of	of	ADP
bioscience-10	214	11	depression	depression	NOUN
bioscience-10	214	12	and	and	CCONJ
bioscience-10	214	13	work	work	NOUN
bioscience-10	214	14	stress	stress	NOUN
bioscience-10	214	15	,	,	PUNCT
bioscience-10	214	16	especially	especially	ADV
bioscience-10	214	17	for	for	ADP
bioscience-10	214	18	those	those	PRON
bioscience-10	214	19	working	work	VERB
bioscience-10	214	20	as	as	ADP
bioscience-10	214	21	researchers	researcher	NOUN
bioscience-10	214	22	in	in	ADP
bioscience-10	214	23	developing	develop	VERB
bioscience-10	214	24	countries	country	NOUN
bioscience-10	214	25	who	who	PRON
bioscience-10	214	26	need	need	VERB
bioscience-10	214	27	to	to	PART
bioscience-10	214	28	maintain	maintain	VERB
bioscience-10	214	29	their	their	PRON
bioscience-10	214	30	mental	mental	ADJ
bioscience-10	214	31	health	health	NOUN
bioscience-10	214	32	in	in	ADP
bioscience-10	214	33	order	order	NOUN
bioscience-10	214	34	to	to	PART
bioscience-10	214	35	thrive	thrive	VERB
bioscience-10	214	36	and	and	CCONJ
bioscience-10	214	37	thrive	thrive	VERB
bioscience-10	214	38	.	.	PUNCT
bioscience-10	215	1	conclusion	conclusion	NOUN
bioscience-10	215	2	bioinformatician	bioinformatician	NOUN
bioscience-10	215	3	is	be	AUX
bioscience-10	215	4	a	a	DET
bioscience-10	215	5	person	person	NOUN
bioscience-10	215	6	who	who	PRON
bioscience-10	215	7	has	have	VERB
bioscience-10	215	8	the	the	DET
bioscience-10	215	9	ability	ability	NOUN
bioscience-10	215	10	to	to	PART
bioscience-10	215	11	take	take	VERB
bioscience-10	215	12	advantage	advantage	NOUN
bioscience-10	215	13	of	of	ADP
bioscience-10	215	14	three	three	NUM
bioscience-10	215	15	different	different	ADJ
bioscience-10	215	16	sciences	science	NOUN
bioscience-10	215	17	,	,	PUNCT
bioscience-10	215	18	to	to	PART
bioscience-10	215	19	think	think	VERB
bioscience-10	215	20	innovative	innovative	ADJ
bioscience-10	215	21	and	and	CCONJ
bioscience-10	215	22	to	to	PART
bioscience-10	215	23	reshape	reshape	VERB
bioscience-10	215	24	complexity	complexity	NOUN
bioscience-10	215	25	into	into	ADP
bioscience-10	215	26	simplicity	simplicity	NOUN
bioscience-10	215	27	.	.	PUNCT
bioscience-10	216	1	his	his	PRON
bioscience-10	216	2	capabilities	capability	NOUN
bioscience-10	216	3	rely	rely	VERB
bioscience-10	216	4	on	on	ADP
bioscience-10	216	5	a	a	DET
bioscience-10	216	6	sound	sound	ADJ
bioscience-10	216	7	scientific	scientific	ADJ
bioscience-10	216	8	experience	experience	NOUN
bioscience-10	216	9	,	,	PUNCT
bioscience-10	216	10	a	a	DET
bioscience-10	216	11	high	high	ADJ
bioscience-10	216	12	level	level	NOUN
bioscience-10	216	13	of	of	ADP
bioscience-10	216	14	knowledge	knowledge	NOUN
bioscience-10	216	15	in	in	ADP
bioscience-10	216	16	addition	addition	NOUN
bioscience-10	216	17	to	to	ADP
bioscience-10	216	18	patience	patience	NOUN
bioscience-10	216	19	,	,	PUNCT
bioscience-10	216	20	enthusiasm	enthusiasm	NOUN
bioscience-10	216	21	and	and	CCONJ
bioscience-10	216	22	productivity	productivity	NOUN
bioscience-10	216	23	.	.	PUNCT
bioscience-10	217	1	our	our	PRON
bioscience-10	217	2	arabic	arabic	ADJ
bioscience-10	217	3	world	world	NOUN
bioscience-10	217	4	needs	need	VERB
bioscience-10	217	5	this	this	DET
bioscience-10	217	6	kind	kind	NOUN
bioscience-10	217	7	of	of	ADP
bioscience-10	217	8	expertise	expertise	NOUN
bioscience-10	217	9	in	in	ADP
bioscience-10	217	10	translating	translate	VERB
bioscience-10	217	11	biological	biological	ADJ
bioscience-10	217	12	knowledge	knowledge	NOUN
bioscience-10	217	13	into	into	ADP
bioscience-10	217	14	practice	practice	NOUN
bioscience-10	217	15	,	,	PUNCT
bioscience-10	217	16	preserving	preserve	VERB
bioscience-10	217	17	our	our	PRON
bioscience-10	217	18	natural	natural	ADJ
bioscience-10	217	19	ecological	ecological	ADJ
bioscience-10	217	20	resources	resource	NOUN
bioscience-10	217	21	and	and	CCONJ
bioscience-10	217	22	boosting	boost	VERB
bioscience-10	217	23	our	our	PRON
bioscience-10	217	24	standard	standard	NOUN
bioscience-10	217	25	of	of	ADP
bioscience-10	217	26	living	living	NOUN
bioscience-10	217	27	.	.	PUNCT
bioscience-10	218	1	as	as	ADP
bioscience-10	218	2	citizens	citizen	NOUN
bioscience-10	218	3	,	,	PUNCT
bioscience-10	218	4	we	we	PRON
bioscience-10	218	5	can	can	AUX
bioscience-10	218	6	not	not	PART
bioscience-10	218	7	change	change	VERB
bioscience-10	218	8	the	the	DET
bioscience-10	218	9	education	education	NOUN
bioscience-10	218	10	system	system	NOUN
bioscience-10	218	11	,	,	PUNCT
bioscience-10	218	12	the	the	DET
bioscience-10	218	13	economic	economic	ADJ
bioscience-10	218	14	climate	climate	NOUN
bioscience-10	218	15	or	or	CCONJ
bioscience-10	218	16	our	our	PRON
bioscience-10	218	17	society	society	NOUN
bioscience-10	218	18	,	,	PUNCT
bioscience-10	218	19	but	but	CCONJ
bioscience-10	218	20	as	as	ADP
bioscience-10	218	21	researchers	researcher	NOUN
bioscience-10	218	22	,	,	PUNCT
bioscience-10	218	23	we	we	PRON
bioscience-10	218	24	can	can	AUX
bioscience-10	218	25	inform	inform	VERB
bioscience-10	218	26	others	other	NOUN
bioscience-10	218	27	how	how	SCONJ
bioscience-10	218	28	to	to	PART
bioscience-10	218	29	deal	deal	VERB
bioscience-10	218	30	with	with	ADP
bioscience-10	218	31	these	these	DET
bioscience-10	218	32	conditions	condition	NOUN
bioscience-10	218	33	and	and	CCONJ
bioscience-10	218	34	achieve	achieve	VERB
bioscience-10	218	35	their	their	PRON
bioscience-10	218	36	goals	goal	NOUN
bioscience-10	218	37	with	with	ADP
bioscience-10	218	38	less	less	ADJ
bioscience-10	218	39	sacrifice	sacrifice	NOUN
bioscience-10	218	40	as	as	ADP
bioscience-10	218	41	possible	possible	ADJ
bioscience-10	218	42	.	.	PUNCT
bioscience-10	219	1	the	the	DET
bioscience-10	219	2	secret	secret	NOUN
bioscience-10	219	3	of	of	ADP
bioscience-10	219	4	learning	learn	VERB
bioscience-10	219	5	bioinformatics	bioinformatics	NOUN
bioscience-10	219	6	relies	rely	VERB
bioscience-10	219	7	basically	basically	ADV
bioscience-10	219	8	on	on	ADP
bioscience-10	219	9	the	the	DET
bioscience-10	219	10	willingness	willingness	NOUN
bioscience-10	219	11	of	of	ADP
bioscience-10	219	12	our	our	PRON
bioscience-10	219	13	students	student	NOUN
bioscience-10	219	14	and	and	CCONJ
bioscience-10	219	15	researchers	researcher	NOUN
bioscience-10	219	16	to	to	PART
bioscience-10	219	17	acquire	acquire	VERB
bioscience-10	219	18	new	new	ADJ
bioscience-10	219	19	sciences	science	NOUN
bioscience-10	219	20	.	.	PUNCT
bioscience-10	220	1	bioinformatics	bioinformatic	NOUN
bioscience-10	220	2	as	as	ADP
bioscience-10	220	3	a	a	DET
bioscience-10	220	4	discipline	discipline	NOUN
bioscience-10	220	5	is	be	AUX
bioscience-10	220	6	the	the	DET
bioscience-10	220	7	most	most	ADV
bioscience-10	220	8	attractive	attractive	ADJ
bioscience-10	220	9	and	and	CCONJ
bioscience-10	220	10	interesting	interesting	ADJ
bioscience-10	220	11	field	field	NOUN
bioscience-10	220	12	in	in	ADP
bioscience-10	220	13	which	which	PRON
bioscience-10	220	14	lack	lack	NOUN
bioscience-10	220	15	of	of	ADP
bioscience-10	220	16	resources	resource	NOUN
bioscience-10	220	17	,	,	PUNCT
bioscience-10	220	18	materials	material	NOUN
bioscience-10	220	19	and	and	CCONJ
bioscience-10	220	20	equipment	equipment	NOUN
bioscience-10	220	21	is	be	AUX
bioscience-10	220	22	not	not	PART
bioscience-10	220	23	a	a	DET
bioscience-10	220	24	concern	concern	NOUN
bioscience-10	220	25	,	,	PUNCT
bioscience-10	220	26	but	but	CCONJ
bioscience-10	220	27	requires	require	VERB
bioscience-10	220	28	additional	additional	ADJ
bioscience-10	220	29	knowledge	knowledge	NOUN
bioscience-10	220	30	and	and	CCONJ
bioscience-10	220	31	a	a	DET
bioscience-10	220	32	high	high	ADJ
bioscience-10	220	33	level	level	NOUN
bioscience-10	220	34	of	of	ADP
bioscience-10	220	35	creativity	creativity	NOUN
bioscience-10	220	36	that	that	PRON
bioscience-10	220	37	seems	seem	VERB
bioscience-10	220	38	as	as	ADV
bioscience-10	220	39	easy	easy	ADJ
bioscience-10	220	40	to	to	PART
bioscience-10	220	41	learn	learn	VERB
bioscience-10	220	42	as	as	SCONJ
bioscience-10	220	43	it	it	PRON
bioscience-10	220	44	is	be	AUX
bioscience-10	220	45	difficult	difficult	ADJ
bioscience-10	220	46	to	to	PART
bioscience-10	220	47	obtain	obtain	VERB
bioscience-10	220	48	.	.	PUNCT
bioscience-10	221	1	my	my	PRON
bioscience-10	221	2	final	final	ADJ
bioscience-10	221	3	advice	advice	NOUN
bioscience-10	221	4	is	be	AUX
bioscience-10	221	5	to	to	PART
bioscience-10	221	6	be	be	AUX
bioscience-10	221	7	guided	guide	VERB
bioscience-10	221	8	and	and	CCONJ
bioscience-10	221	9	to	to	PART
bioscience-10	221	10	lead	lead	VERB
bioscience-10	221	11	,	,	PUNCT
bioscience-10	221	12	both	both	DET
bioscience-10	221	13	procedures	procedure	NOUN
bioscience-10	221	14	could	could	AUX
bioscience-10	221	15	fill	fill	VERB
bioscience-10	221	16	the	the	DET
bioscience-10	221	17	gap	gap	NOUN
bioscience-10	221	18	in	in	ADP
bioscience-10	221	19	your	your	PRON
bioscience-10	221	20	scientific	scientific	ADJ
bioscience-10	221	21	background	background	NOUN
bioscience-10	221	22	,	,	PUNCT
bioscience-10	221	23	where	where	SCONJ
bioscience-10	221	24	opening	open	VERB
bioscience-10	221	25	your	your	PRON
bioscience-10	221	26	mind	mind	NOUN
bioscience-10	221	27	to	to	ADP
bioscience-10	221	28	new	new	ADJ
bioscience-10	221	29	ideas	idea	NOUN
bioscience-10	221	30	would	would	AUX
bioscience-10	221	31	result	result	VERB
bioscience-10	221	32	in	in	ADP
bioscience-10	221	33	a	a	DET
bioscience-10	221	34	better	well	ADJ
bioscience-10	221	35	way	way	NOUN
bioscience-10	221	36	,	,	PUNCT
bioscience-10	221	37	and	and	CCONJ
bioscience-10	221	38	deeper	deep	ADJ
bioscience-10	221	39	understanding	understanding	NOUN
bioscience-10	221	40	and	and	CCONJ
bioscience-10	221	41	interaction	interaction	NOUN
bioscience-10	221	42	with	with	ADP
bioscience-10	221	43	others	other	NOUN
bioscience-10	221	44	would	would	AUX
bioscience-10	221	45	offer	offer	VERB
bioscience-10	221	46	you	you	PRON
bioscience-10	221	47	multiple	multiple	ADJ
bioscience-10	221	48	choices	choice	NOUN
bioscience-10	221	49	.	.	PUNCT
bioscience-10	222	1	acknowledgement	acknowledgement	NOUN
bioscience-10	222	2	the	the	DET
bioscience-10	222	3	author	author	NOUN
bioscience-10	222	4	would	would	AUX
bioscience-10	222	5	like	like	VERB
bioscience-10	222	6	to	to	PART
bioscience-10	222	7	thank	thank	VERB
bioscience-10	222	8	dr	dr	PROPN
bioscience-10	222	9	.	.	PROPN
bioscience-10	222	10	morad	morad	PROPN
bioscience-10	222	11	mokhtar	mokhtar	PROPN
bioscience-10	222	12	(	(	PUNCT
bioscience-10	222	13	molecular	molecular	ADJ
bioscience-10	222	14	genetics	genetic	NOUN
bioscience-10	222	15	and	and	CCONJ
bioscience-10	222	16	genome	genome	NOUN
bioscience-10	222	17	mapping	mapping	NOUN
bioscience-10	222	18	lab	lab	NOUN
bioscience-10	222	19	agricultural	agricultural	ADJ
bioscience-10	222	20	the	the	DET
bioscience-10	222	21	art	art	NOUN
bioscience-10	222	22	of	of	ADP
bioscience-10	222	23	bioinformatics	bioinformatics	NOUN
bioscience-10	222	24	learning	learn	VERB
bioscience-10	222	25	in	in	ADP
bioscience-10	222	26	our	our	PRON
bioscience-10	222	27	arabic	arabic	ADJ
bioscience-10	222	28	world	world	NOUN
bioscience-10	222	29	highlights	highlight	NOUN
bioscience-10	222	30	in	in	ADP
bioscience-10	222	31	bioscience	bioscience	NOUN
bioscience-10	222	32	doi	doi	NOUN
bioscience-10	222	33	:	:	PUNCT
bioscience-10	222	34	10.36462	10.36462	NUM
bioscience-10	222	35	/	/	SYM
bioscience-10	222	36	h.biosci.20193	h.biosci.20193	NOUN
bioscience-10	222	37	october	october	PROPN
bioscience-10	222	38	2019	2019	NUM
bioscience-10	222	39	|	|	ADV
bioscience-10	222	40	volume2	volume2	ADJ
bioscience-10	222	41	http://highlightsin.org/index.php/bioscience/	http://highlightsin.org/index.php/bioscience/	VERB
bioscience-10	222	42	page	page	NOUN
bioscience-10	222	43	8	8	NUM
bioscience-10	222	44	of	of	ADP
bioscience-10	222	45	10	10	NUM
bioscience-10	222	46	genetic	genetic	ADJ
bioscience-10	222	47	engineering	engineering	NOUN
bioscience-10	222	48	research	research	PROPN
bioscience-10	222	49	institute	institute	PROPN
bioscience-10	222	50	,	,	PUNCT
bioscience-10	222	51	arc	arc	PROPN
bioscience-10	222	52	,	,	PUNCT
bioscience-10	222	53	egypt	egypt	PROPN
bioscience-10	222	54	)	)	PUNCT
bioscience-10	222	55	and	and	CCONJ
bioscience-10	222	56	dr	dr	PROPN
bioscience-10	222	57	.	.	PROPN
bioscience-10	222	58	abdulqader	abdulqader	PROPN
bioscience-10	222	59	jighly	jighly	ADV
bioscience-10	222	60	(	(	PUNCT
bioscience-10	222	61	department	department	NOUN
bioscience-10	222	62	of	of	ADP
bioscience-10	222	63	economic	economic	ADJ
bioscience-10	222	64	development	development	NOUN
bioscience-10	222	65	,	,	PUNCT
bioscience-10	222	66	jobs	job	NOUN
bioscience-10	222	67	transport	transport	NOUN
bioscience-10	222	68	and	and	CCONJ
bioscience-10	222	69	resources	resource	NOUN
bioscience-10	222	70	australia	australia	PROPN
bioscience-10	222	71	)	)	PUNCT
bioscience-10	222	72	for	for	ADP
bioscience-10	222	73	their	their	PRON
bioscience-10	222	74	valuable	valuable	ADJ
bioscience-10	222	75	support	support	NOUN
bioscience-10	222	76	in	in	ADP
bioscience-10	222	77	this	this	DET
bioscience-10	222	78	research	research	NOUN
bioscience-10	222	79	.	.	PUNCT
bioscience-10	223	1	supplementary	supplementary	ADJ
bioscience-10	223	2	files	file	NOUN
bioscience-10	223	3	the	the	DET
bioscience-10	223	4	supplementary	supplementary	ADJ
bioscience-10	223	5	material	material	NOUN
bioscience-10	223	6	for	for	ADP
bioscience-10	223	7	this	this	DET
bioscience-10	223	8	article	article	NOUN
bioscience-10	223	9	can	can	AUX
bioscience-10	223	10	be	be	AUX
bioscience-10	223	11	found	find	VERB
bioscience-10	223	12	online	online	ADV
bioscience-10	223	13	at	at	ADP
bioscience-10	223	14	:	:	PUNCT
bioscience-10	223	15	http://supplementary.highlightsin.org/20193_sup.zip	http://supplementary.highlightsin.org/20193_sup.zip	NUM
bioscience-10	223	16	supplementary	supplementary	ADJ
bioscience-10	223	17	file	file	NOUN
bioscience-10	223	18	1	1	NUM
bioscience-10	223	19	:	:	PUNCT
bioscience-10	223	20	articles	article	NOUN
bioscience-10	223	21	and	and	CCONJ
bioscience-10	223	22	reviews	review	NOUN
bioscience-10	223	23	on	on	ADP
bioscience-10	223	24	bioinformatics	bioinformatics	NOUN
bioscience-10	223	25	could	could	AUX
bioscience-10	223	26	be	be	AUX
bioscience-10	223	27	used	use	VERB
bioscience-10	223	28	to	to	PART
bioscience-10	223	29	initiate	initiate	VERB
bioscience-10	223	30	the	the	DET
bioscience-10	223	31	learning	learning	NOUN
bioscience-10	223	32	process	process	NOUN
bioscience-10	223	33	in	in	ADP
bioscience-10	223	34	this	this	DET
bioscience-10	223	35	field	field	NOUN
bioscience-10	223	36	.	.	PUNCT
bioscience-10	224	1	supplementary	supplementary	ADJ
bioscience-10	224	2	file	file	NOUN
bioscience-10	224	3	2	2	NUM
bioscience-10	224	4	:	:	PUNCT
bioscience-10	224	5	short	short	ADJ
bioscience-10	224	6	tutorial	tutorial	NOUN
bioscience-10	224	7	for	for	ADP
bioscience-10	224	8	some	some	DET
bioscience-10	224	9	bio	bio	ADJ
bioscience-10	224	10	-	-	ADJ
bioscience-10	224	11	linux	linux	ADJ
bioscience-10	224	12	basics	basic	NOUN
bioscience-10	224	13	.	.	PUNCT
bioscience-10	225	1	references	reference	NOUN
bioscience-10	225	2	1	1	NUM
bioscience-10	225	3	.	.	PUNCT
bioscience-10	225	4	welch	welch	PROPN
bioscience-10	225	5	l	l	PROPN
bioscience-10	225	6	,	,	PUNCT
bioscience-10	225	7	lewitter	lewitter	NOUN
bioscience-10	225	8	f	f	X
bioscience-10	225	9	,	,	PUNCT
bioscience-10	225	10	schwartz	schwartz	PROPN
bioscience-10	225	11	r	r	PROPN
bioscience-10	225	12	,	,	PUNCT
bioscience-10	225	13	brooksbank	brooksbank	NOUN
bioscience-10	225	14	c	c	NOUN
bioscience-10	225	15	,	,	PUNCT
bioscience-10	225	16	radivojac	radivojac	NOUN
bioscience-10	225	17	p	p	NOUN
bioscience-10	225	18	,	,	PUNCT
bioscience-10	225	19	gaeta	gaeta	PROPN
bioscience-10	225	20	b	b	PROPN
bioscience-10	225	21	,	,	PUNCT
bioscience-10	225	22	et	et	PROPN
bioscience-10	225	23	al	al	PROPN
bioscience-10	225	24	.	.	PUNCT
bioscience-10	226	1	bioinformatics	bioinformatic	NOUN
bioscience-10	226	2	curriculum	curriculum	NOUN
bioscience-10	226	3	guidelines	guideline	NOUN
bioscience-10	226	4	:	:	PUNCT
bioscience-10	226	5	toward	toward	ADP
bioscience-10	226	6	a	a	DET
bioscience-10	226	7	definition	definition	NOUN
bioscience-10	226	8	of	of	ADP
bioscience-10	226	9	core	core	NOUN
bioscience-10	226	10	competencies	competency	NOUN
bioscience-10	226	11	.	.	PUNCT
bioscience-10	227	1	plos	plos	PROPN
bioscience-10	227	2	comput	comput	PROPN
bioscience-10	227	3	biol	biol	PROPN
bioscience-10	227	4	.	.	PUNCT
bioscience-10	228	1	2014;10(3):e1003496	2014;10(3):e1003496	NUM
bioscience-10	228	2	.	.	NOUN
bioscience-10	228	3	2	2	NUM
bioscience-10	228	4	.	.	X
bioscience-10	228	5	bansal	bansal	PROPN
bioscience-10	228	6	ak	ak	PROPN
bioscience-10	228	7	.	.	PROPN
bioscience-10	228	8	bioinformatics	bioinformatics	PROPN
bioscience-10	228	9	in	in	ADP
bioscience-10	228	10	microbial	microbial	ADJ
bioscience-10	228	11	biotechnology	biotechnology	NOUN
bioscience-10	228	12	-	-	PUNCT
bioscience-10	228	13	a	a	DET
bioscience-10	228	14	mini	mini	ADJ
bioscience-10	228	15	review	review	NOUN
bioscience-10	228	16	.	.	PUNCT
bioscience-10	229	1	microb	microb	PROPN
bioscience-10	229	2	cell	cell	PROPN
bioscience-10	229	3	fact	fact	NOUN
bioscience-10	229	4	.	.	PUNCT
bioscience-10	230	1	2005;4(1):19	2005;4(1):19	NUM
bioscience-10	230	2	.	.	NOUN
bioscience-10	230	3	3	3	NUM
bioscience-10	230	4	.	.	PUNCT
bioscience-10	231	1	escobar	escobar	PROPN
bioscience-10	231	2	-	-	PUNCT
bioscience-10	231	3	zepeda	zepeda	PROPN
bioscience-10	231	4	a	a	PRON
bioscience-10	231	5	,	,	PUNCT
bioscience-10	231	6	de	de	X
bioscience-10	231	7	león	león	PROPN
bioscience-10	231	8	a	a	PROPN
bioscience-10	231	9	,	,	PUNCT
bioscience-10	231	10	sanchez	sanchez	PROPN
bioscience-10	231	11	-	-	PUNCT
bioscience-10	231	12	flores	flores	PROPN
bioscience-10	231	13	a.	a.	NOUN
bioscience-10	231	14	the	the	DET
bioscience-10	231	15	road	road	NOUN
bioscience-10	231	16	to	to	ADP
bioscience-10	231	17	metagenomics	metagenomic	NOUN
bioscience-10	231	18	:	:	PUNCT
bioscience-10	231	19	from	from	ADP
bioscience-10	231	20	microbiology	microbiology	NOUN
bioscience-10	231	21	to	to	ADP
bioscience-10	231	22	dna	dna	VERB
bioscience-10	231	23	sequencing	sequencing	NOUN
bioscience-10	231	24	technologies	technology	NOUN
bioscience-10	231	25	and	and	CCONJ
bioscience-10	231	26	bioinformatics	bioinformatics	NOUN
bioscience-10	231	27	.	.	PUNCT
bioscience-10	232	1	front	front	ADJ
bioscience-10	232	2	genet	genet	PROPN
bioscience-10	232	3	.	.	PUNCT
bioscience-10	233	1	2015;6:348	2015;6:348	NUM
bioscience-10	233	2	.	.	NOUN
bioscience-10	234	1	4	4	X
bioscience-10	234	2	.	.	X
bioscience-10	234	3	larson	larson	PROPN
bioscience-10	234	4	rs	rs	PROPN
bioscience-10	234	5	,	,	PUNCT
bioscience-10	234	6	oprea	oprea	PROPN
bioscience-10	234	7	ti	ti	PROPN
bioscience-10	234	8	.	.	PUNCT
bioscience-10	234	9	bioinformatics	bioinformatics	NOUN
bioscience-10	234	10	and	and	CCONJ
bioscience-10	234	11	drug	drug	NOUN
bioscience-10	234	12	discovery	discovery	NOUN
bioscience-10	234	13	.	.	PUNCT
bioscience-10	235	1	springer	springer	NOUN
bioscience-10	235	2	;	;	PUNCT
bioscience-10	235	3	2006	2006	NUM
bioscience-10	235	4	.	.	PUNCT
bioscience-10	236	1	5	5	X
bioscience-10	236	2	.	.	X
bioscience-10	236	3	fernald	fernald	PROPN
bioscience-10	236	4	gh	gh	PROPN
bioscience-10	236	5	,	,	PUNCT
bioscience-10	236	6	capriotti	capriotti	NOUN
bioscience-10	236	7	e	e	PROPN
bioscience-10	236	8	,	,	PUNCT
bioscience-10	236	9	daneshjou	daneshjou	ADV
bioscience-10	236	10	r	r	NOUN
bioscience-10	236	11	,	,	PUNCT
bioscience-10	236	12	karczewski	karczewski	NOUN
bioscience-10	236	13	kj	kj	PROPN
bioscience-10	236	14	,	,	PUNCT
bioscience-10	236	15	altman	altman	PROPN
bioscience-10	236	16	rb	rb	PROPN
bioscience-10	236	17	.	.	PUNCT
bioscience-10	236	18	bioinformatics	bioinformatics	NOUN
bioscience-10	236	19	challenges	challenge	NOUN
bioscience-10	236	20	for	for	ADP
bioscience-10	236	21	personalized	personalized	ADJ
bioscience-10	236	22	medicine	medicine	NOUN
bioscience-10	236	23	.	.	PUNCT
bioscience-10	237	1	bioinformatics	bioinformatic	NOUN
bioscience-10	237	2	.	.	PUNCT
bioscience-10	238	1	2011;27(13):1741–8	2011;27(13):1741–8	NUM
bioscience-10	238	2	.	.	PROPN
bioscience-10	239	1	6	6	NUM
bioscience-10	239	2	.	.	X
bioscience-10	240	1	larranaga	larranaga	PROPN
bioscience-10	240	2	p	p	PROPN
bioscience-10	240	3	,	,	PUNCT
bioscience-10	240	4	calvo	calvo	PROPN
bioscience-10	240	5	b	b	PROPN
bioscience-10	240	6	,	,	PUNCT
bioscience-10	240	7	santana	santana	PROPN
bioscience-10	240	8	r	r	PROPN
bioscience-10	240	9	,	,	PUNCT
bioscience-10	240	10	bielza	bielza	VERB
bioscience-10	240	11	c	c	PROPN
bioscience-10	240	12	,	,	PUNCT
bioscience-10	240	13	galdiano	galdiano	PROPN
bioscience-10	240	14	j	j	PROPN
bioscience-10	240	15	,	,	PUNCT
bioscience-10	240	16	inza	inza	VERB
bioscience-10	240	17	i	i	PRON
bioscience-10	240	18	,	,	PUNCT
bioscience-10	240	19	et	et	PROPN
bioscience-10	241	1	al	al	PROPN
bioscience-10	241	2	.	.	PROPN
bioscience-10	241	3	machine	machine	NOUN
bioscience-10	241	4	learning	learn	VERB
bioscience-10	241	5	in	in	ADP
bioscience-10	241	6	bioinformatics	bioinformatics	NOUN
bioscience-10	241	7	.	.	PUNCT
bioscience-10	242	1	brief	brief	ADJ
bioscience-10	242	2	bioinform	bioinform	NOUN
bioscience-10	242	3	.	.	PUNCT
bioscience-10	243	1	2006;7(1):86–112	2006;7(1):86–112	X
bioscience-10	243	2	.	.	NOUN
bioscience-10	244	1	7	7	X
bioscience-10	244	2	.	.	X
bioscience-10	244	3	omondiagbe	omondiagbe	PROPN
bioscience-10	244	4	da	da	PROPN
bioscience-10	244	5	,	,	PUNCT
bioscience-10	244	6	veeramani	veeramani	NOUN
bioscience-10	244	7	s	s	PROPN
bioscience-10	244	8	,	,	PUNCT
bioscience-10	244	9	sidhu	sidhu	NOUN
bioscience-10	244	10	as	as	ADP
bioscience-10	244	11	.	.	PUNCT
bioscience-10	244	12	machine	machine	NOUN
bioscience-10	244	13	learning	learn	VERB
bioscience-10	244	14	classification	classification	NOUN
bioscience-10	244	15	techniques	technique	NOUN
bioscience-10	244	16	for	for	ADP
bioscience-10	244	17	breast	breast	NOUN
bioscience-10	244	18	cancer	cancer	NOUN
bioscience-10	244	19	diagnosis	diagnosis	NOUN
bioscience-10	244	20	.	.	PUNCT
bioscience-10	245	1	in	in	ADP
bioscience-10	245	2	:	:	PUNCT
bioscience-10	245	3	iop	iop	PROPN
bioscience-10	245	4	conference	conference	NOUN
bioscience-10	245	5	series	series	PROPN
bioscience-10	245	6	:	:	PUNCT
bioscience-10	245	7	materials	material	NOUN
bioscience-10	245	8	science	science	NOUN
bioscience-10	245	9	and	and	CCONJ
bioscience-10	245	10	engineering	engineering	NOUN
bioscience-10	245	11	.	.	PUNCT
bioscience-10	246	1	2019	2019	NUM
bioscience-10	246	2	.	.	PUNCT
bioscience-10	247	1	p.	p.	NOUN
bioscience-10	247	2	12033	12033	NUM
bioscience-10	247	3	.	.	PUNCT
bioscience-10	248	1	8	8	X
bioscience-10	248	2	.	.	X
bioscience-10	248	3	villanueva	villanueva	PROPN
bioscience-10	248	4	-	-	PUNCT
bioscience-10	248	5	meyer	meyer	PROPN
bioscience-10	248	6	je	je	PROPN
bioscience-10	248	7	,	,	PUNCT
bioscience-10	248	8	chang	chang	PROPN
bioscience-10	248	9	p	p	PROPN
bioscience-10	248	10	,	,	PUNCT
bioscience-10	248	11	lupo	lupo	PROPN
bioscience-10	248	12	jm	jm	PROPN
bioscience-10	248	13	,	,	PUNCT
bioscience-10	248	14	hess	hess	PROPN
bioscience-10	248	15	cp	cp	PROPN
bioscience-10	248	16	,	,	PUNCT
bioscience-10	248	17	flanders	flanders	PROPN
bioscience-10	248	18	ae	ae	PROPN
bioscience-10	248	19	,	,	PUNCT
bioscience-10	248	20	kohli	kohli	PROPN
bioscience-10	248	21	m.	m.	PROPN
bioscience-10	248	22	machine	machine	NOUN
bioscience-10	248	23	learning	learn	VERB
bioscience-10	248	24	in	in	ADP
bioscience-10	248	25	neurooncology	neurooncology	NOUN
bioscience-10	248	26	imaging	imaging	NOUN
bioscience-10	248	27	:	:	PUNCT
bioscience-10	248	28	from	from	ADP
bioscience-10	248	29	study	study	NOUN
bioscience-10	248	30	request	request	NOUN
bioscience-10	248	31	to	to	ADP
bioscience-10	248	32	diagnosis	diagnosis	NOUN
bioscience-10	248	33	and	and	CCONJ
bioscience-10	248	34	treatment	treatment	NOUN
bioscience-10	248	35	.	.	PUNCT
bioscience-10	248	36	am	be	AUX
bioscience-10	248	37	j	j	PROPN
bioscience-10	248	38	roentgenol	roentgenol	NOUN
bioscience-10	248	39	.	.	PUNCT
bioscience-10	249	1	2019;212(1):52–6	2019;212(1):52–6	NUM
bioscience-10	249	2	.	.	NOUN
bioscience-10	249	3	9	9	NUM
bioscience-10	249	4	.	.	PUNCT
bioscience-10	249	5	ballester	ballester	PROPN
bioscience-10	249	6	pj	pj	PROPN
bioscience-10	249	7	.	.	PROPN
bioscience-10	249	8	machine	machine	NOUN
bioscience-10	249	9	learning	learn	VERB
bioscience-10	249	10	for	for	ADP
bioscience-10	249	11	molecular	molecular	ADJ
bioscience-10	249	12	modelling	modelling	NOUN
bioscience-10	249	13	in	in	ADP
bioscience-10	249	14	drug	drug	NOUN
bioscience-10	249	15	design	design	NOUN
bioscience-10	249	16	.	.	PUNCT
bioscience-10	250	1	multidisciplinary	multidisciplinary	ADJ
bioscience-10	250	2	digital	digital	PROPN
bioscience-10	250	3	publishing	publishing	PROPN
bioscience-10	250	4	institute	institute	NOUN
bioscience-10	250	5	;	;	PUNCT
bioscience-10	250	6	2019	2019	NUM
bioscience-10	250	7	.	.	PUNCT
bioscience-10	251	1	10	10	NUM
bioscience-10	251	2	.	.	PUNCT
bioscience-10	252	1	yamamoto	yamamoto	PROPN
bioscience-10	252	2	k.	k.	PROPN
bioscience-10	252	3	distillation	distillation	PROPN
bioscience-10	252	4	of	of	ADP
bioscience-10	252	5	crop	crop	NOUN
bioscience-10	252	6	models	model	NOUN
bioscience-10	252	7	to	to	PART
bioscience-10	252	8	learn	learn	VERB
bioscience-10	252	9	plant	plant	NOUN
bioscience-10	252	10	physiology	physiology	NOUN
bioscience-10	252	11	theories	theory	NOUN
bioscience-10	252	12	using	use	VERB
bioscience-10	252	13	machine	machine	NOUN
bioscience-10	252	14	learning	learning	NOUN
bioscience-10	252	15	.	.	PUNCT
bioscience-10	253	1	plos	plos	PROPN
bioscience-10	253	2	one	one	NUM
bioscience-10	253	3	.	.	PUNCT
bioscience-10	254	1	2019;14(5):e0217075	2019;14(5):e0217075	NUM
bioscience-10	254	2	.	.	PROPN
bioscience-10	254	3	11	11	NUM
bioscience-10	254	4	.	.	PUNCT
bioscience-10	255	1	filippi	filippi	PROPN
bioscience-10	255	2	p	p	PROPN
bioscience-10	255	3	,	,	PUNCT
bioscience-10	255	4	jones	jones	PROPN
bioscience-10	255	5	ej	ej	PROPN
bioscience-10	255	6	,	,	PUNCT
bioscience-10	255	7	wimalathunge	wimalathunge	VERB
bioscience-10	255	8	ns	n	VERB
bioscience-10	255	9	,	,	PUNCT
bioscience-10	255	10	somarathna	somarathna	NOUN
bioscience-10	255	11	pdsn	pdsn	NOUN
bioscience-10	255	12	,	,	PUNCT
bioscience-10	255	13	pozza	pozza	NOUN
bioscience-10	255	14	le	le	PROPN
bioscience-10	255	15	,	,	PUNCT
bioscience-10	255	16	ugbaje	ugbaje	PROPN
bioscience-10	255	17	su	su	PROPN
bioscience-10	255	18	,	,	PUNCT
bioscience-10	255	19	et	et	PROPN
bioscience-10	255	20	al	al	PROPN
bioscience-10	255	21	.	.	PUNCT
bioscience-10	256	1	an	an	DET
bioscience-10	256	2	approach	approach	NOUN
bioscience-10	256	3	to	to	PART
bioscience-10	256	4	forecast	forecast	VERB
bioscience-10	256	5	grain	grain	NOUN
bioscience-10	256	6	crop	crop	NOUN
bioscience-10	256	7	yield	yield	NOUN
bioscience-10	256	8	using	use	VERB
bioscience-10	256	9	multi	multi	NOUN
bioscience-10	256	10	-	-	ADJ
bioscience-10	256	11	layered	layered	ADJ
bioscience-10	256	12	,	,	PUNCT
bioscience-10	256	13	multifarm	multifarm	NOUN
bioscience-10	256	14	data	datum	NOUN
bioscience-10	256	15	sets	set	NOUN
bioscience-10	256	16	and	and	CCONJ
bioscience-10	256	17	machine	machine	NOUN
bioscience-10	256	18	learning	learning	NOUN
bioscience-10	256	19	.	.	PUNCT
bioscience-10	257	1	precis	precis	PROPN
bioscience-10	257	2	agric	agric	PROPN
bioscience-10	257	3	.	.	PUNCT
bioscience-10	258	1	2019;1–15	2019;1–15	NUM
bioscience-10	258	2	.	.	PROPN
bioscience-10	259	1	12	12	NUM
bioscience-10	259	2	.	.	PUNCT
bioscience-10	260	1	zhi	zhi	PROPN
bioscience-10	261	1	q	q	NOUN
bioscience-10	261	2	,	,	PUNCT
bioscience-10	261	3	saitoh	saitoh	PROPN
bioscience-10	261	4	t	t	PROPN
bioscience-10	261	5	,	,	PUNCT
bioscience-10	261	6	nakajima	nakajima	PROPN
bioscience-10	261	7	m	m	PROPN
bioscience-10	261	8	,	,	PUNCT
bioscience-10	261	9	saitoh	saitoh	ADJ
bioscience-10	261	10	t.	t.	PROPN
bioscience-10	261	11	a	a	DET
bioscience-10	261	12	development	development	NOUN
bioscience-10	261	13	of	of	ADP
bioscience-10	261	14	content	content	NOUN
bioscience-10	261	15	-	-	PUNCT
bioscience-10	261	16	based	base	VERB
bioscience-10	261	17	video	video	NOUN
bioscience-10	261	18	summarization	summarization	NOUN
bioscience-10	261	19	system	system	NOUN
bioscience-10	261	20	using	use	VERB
bioscience-10	261	21	machine	machine	NOUN
bioscience-10	261	22	-	-	PUNCT
bioscience-10	261	23	learning	learning	NOUN
bioscience-10	261	24	and	and	CCONJ
bioscience-10	261	25	its	its	PRON
bioscience-10	261	26	application	application	NOUN
bioscience-10	261	27	to	to	ADP
bioscience-10	261	28	analysis	analysis	NOUN
bioscience-10	261	29	of	of	ADP
bioscience-10	261	30	livestock	livestock	NOUN
bioscience-10	261	31	behavior	behavior	NOUN
bioscience-10	261	32	.	.	PUNCT
bioscience-10	262	1	in	in	ADP
bioscience-10	262	2	:	:	PUNCT
bioscience-10	262	3	international	international	ADJ
bioscience-10	262	4	workshop	workshop	NOUN
bioscience-10	262	5	on	on	ADP
bioscience-10	262	6	advanced	advanced	ADJ
bioscience-10	262	7	image	image	NOUN
bioscience-10	262	8	technology	technology	NOUN
bioscience-10	262	9	(	(	PUNCT
bioscience-10	262	10	iwait	iwait	ADJ
bioscience-10	262	11	)	)	PUNCT
bioscience-10	262	12	2019	2019	NUM
bioscience-10	262	13	.	.	PUNCT
bioscience-10	262	14	2019	2019	NUM
bioscience-10	262	15	.	.	PUNCT
bioscience-10	263	1	p.	p.	NOUN
bioscience-10	263	2	1104911	1104911	NUM
bioscience-10	263	3	.	.	PUNCT
bioscience-10	264	1	13	13	NUM
bioscience-10	264	2	.	.	X
bioscience-10	265	1	hadidi	hadidi	PROPN
bioscience-10	265	2	ms	ms	PROPN
bioscience-10	265	3	,	,	PUNCT
bioscience-10	265	4	al	al	PROPN
bioscience-10	265	5	khateeb	khateeb	PROPN
bioscience-10	265	6	jm	jm	PROPN
bioscience-10	265	7	.	.	PROPN
bioscience-10	265	8	special	special	ADJ
bioscience-10	265	9	education	education	NOUN
bioscience-10	265	10	in	in	ADP
bioscience-10	265	11	arab	arab	ADJ
bioscience-10	265	12	countries	country	NOUN
bioscience-10	265	13	:	:	PUNCT
bioscience-10	265	14	current	current	ADJ
bioscience-10	265	15	challenges	challenge	NOUN
bioscience-10	265	16	.	.	PUNCT
bioscience-10	266	1	int	int	NOUN
bioscience-10	266	2	j	j	PROPN
bioscience-10	266	3	disabil	disabil	PROPN
bioscience-10	266	4	dev	dev	PROPN
bioscience-10	266	5	educ	educ	PROPN
bioscience-10	266	6	.	.	PUNCT
bioscience-10	267	1	2015;62(5):518–30	2015;62(5):518–30	NUM
bioscience-10	267	2	.	.	PUNCT
bioscience-10	268	1	14	14	NUM
bioscience-10	268	2	.	.	PUNCT
bioscience-10	269	1	loucif	loucif	PROPN
bioscience-10	269	2	s.	s.	PROPN
bioscience-10	269	3	bioinformatics	bioinformatics	PROPN
bioscience-10	269	4	in	in	ADP
bioscience-10	269	5	middle	middle	PROPN
bioscience-10	269	6	east	east	PROPN
bioscience-10	269	7	program	program	NOUN
bioscience-10	269	8	curricula	curricula	NOUN
bioscience-10	269	9	—	—	PUNCT
bioscience-10	269	10	a	a	DET
bioscience-10	269	11	focus	focus	NOUN
bioscience-10	269	12	on	on	ADP
bioscience-10	269	13	the	the	DET
bioscience-10	269	14	arabian	arabian	ADJ
bioscience-10	269	15	gulf	gulf	PROPN
bioscience-10	269	16	.	.	PUNCT
bioscience-10	270	1	educ	educ	PROPN
bioscience-10	270	2	inf	inf	PROPN
bioscience-10	270	3	technol	technol	NOUN
bioscience-10	270	4	.	.	PUNCT
bioscience-10	271	1	2014;19(2):375–82	2014;19(2):375–82	X
bioscience-10	271	2	.	.	NOUN
bioscience-10	271	3	15	15	NUM
bioscience-10	271	4	.	.	X
bioscience-10	271	5	youtube	youtube	PROPN
bioscience-10	271	6	llc	llc	PROPN
bioscience-10	271	7	.	.	PUNCT
bioscience-10	272	1	youtube	youtube	PROPN
bioscience-10	272	2	.	.	PUNCT
bioscience-10	273	1	retrieved	retrieve	VERB
bioscience-10	273	2	.	.	PUNCT
bioscience-10	274	1	2011;27:2011	2011;27:2011	NUM
bioscience-10	274	2	.	.	PUNCT
bioscience-10	275	1	16	16	NUM
bioscience-10	275	2	.	.	PUNCT
bioscience-10	276	1	academia	academia	NOUN
bioscience-10	276	2	.	.	PUNCT
bioscience-10	277	1	academia	academia	PROPN
bioscience-10	277	2	.	.	PUNCT
bioscience-10	278	1	available	available	ADJ
bioscience-10	278	2	from	from	ADP
bioscience-10	278	3	:	:	PUNCT
bioscience-10	278	4	https://www.academia.edu/	https://www.academia.edu/	X
bioscience-10	278	5	17	17	NUM
bioscience-10	278	6	.	.	PUNCT
bioscience-10	279	1	dragoni	dragoni	PROPN
bioscience-10	279	2	n	n	CCONJ
bioscience-10	279	3	,	,	PUNCT
bioscience-10	279	4	giaretta	giaretta	VERB
bioscience-10	279	5	a	a	DET
bioscience-10	279	6	,	,	PUNCT
bioscience-10	279	7	mazzara	mazzara	NOUN
bioscience-10	279	8	m.	m.	NOUN
bioscience-10	279	9	the	the	DET
bioscience-10	279	10	internet	internet	NOUN
bioscience-10	279	11	of	of	ADP
bioscience-10	279	12	hackable	hackable	ADJ
bioscience-10	279	13	things	thing	NOUN
bioscience-10	279	14	.	.	PUNCT
bioscience-10	280	1	in	in	ADP
bioscience-10	280	2	:	:	PUNCT
bioscience-10	280	3	international	international	ADJ
bioscience-10	280	4	conference	conference	NOUN
bioscience-10	280	5	in	in	ADP
bioscience-10	280	6	software	software	NOUN
bioscience-10	280	7	engineering	engineering	NOUN
bioscience-10	280	8	for	for	ADP
bioscience-10	280	9	defence	defence	NOUN
bioscience-10	280	10	applications	application	NOUN
bioscience-10	280	11	.	.	PUNCT
bioscience-10	280	12	2016	2016	NUM
bioscience-10	280	13	.	.	PUNCT
bioscience-10	281	1	p.	p.	NOUN
bioscience-10	281	2	129–40	129–40	NUM
bioscience-10	281	3	.	.	PROPN
bioscience-10	282	1	18	18	NUM
bioscience-10	282	2	.	.	X
bioscience-10	282	3	zastrow	zastrow	PROPN
bioscience-10	282	4	r.	r.	PROPN
bioscience-10	282	5	linux	linux	PROPN
bioscience-10	282	6	essentials	essential	NOUN
bioscience-10	282	7	.	.	PUNCT
bioscience-10	283	1	2016	2016	NUM
bioscience-10	283	2	;	;	PUNCT
bioscience-10	283	3	19	19	NUM
bioscience-10	283	4	.	.	NUM
bioscience-10	283	5	gamalielsson	gamalielsson	PROPN
bioscience-10	283	6	j	j	PROPN
bioscience-10	283	7	,	,	PUNCT
bioscience-10	283	8	lundell	lundell	PROPN
bioscience-10	283	9	b.	b.	PROPN
bioscience-10	283	10	sustainability	sustainability	NOUN
bioscience-10	283	11	of	of	ADP
bioscience-10	283	12	open	open	ADJ
bioscience-10	283	13	source	source	NOUN
bioscience-10	283	14	software	software	NOUN
bioscience-10	283	15	communities	community	NOUN
bioscience-10	283	16	beyond	beyond	ADP
bioscience-10	283	17	a	a	DET
bioscience-10	283	18	fork	fork	NOUN
bioscience-10	283	19	:	:	PUNCT
bioscience-10	283	20	how	how	SCONJ
bioscience-10	283	21	and	and	CCONJ
bioscience-10	283	22	why	why	SCONJ
bioscience-10	283	23	has	have	AUX
bioscience-10	283	24	the	the	DET
bioscience-10	283	25	libreoffice	libreoffice	PROPN
bioscience-10	283	26	project	project	NOUN
bioscience-10	283	27	evolved	evolve	VERB
bioscience-10	283	28	?	?	PUNCT
bioscience-10	284	1	j	j	PROPN
bioscience-10	284	2	syst	syst	PROPN
bioscience-10	284	3	softw	softw	PROPN
bioscience-10	284	4	.	.	PUNCT
bioscience-10	285	1	2014;89:128–45	2014;89:128–45	NUM
bioscience-10	285	2	.	.	PROPN
bioscience-10	285	3	20	20	NUM
bioscience-10	285	4	.	.	PUNCT
bioscience-10	285	5	browder	browder	PROPN
bioscience-10	285	6	t.	t.	PROPN
bioscience-10	285	7	why	why	SCONJ
bioscience-10	285	8	linux	linux	PROPN
bioscience-10	285	9	?	?	PUNCT
bioscience-10	285	10	2018	2018	NUM
bioscience-10	285	11	;	;	PUNCT
bioscience-10	285	12	21	21	NUM
bioscience-10	286	1	.	.	PUNCT
bioscience-10	286	2	ubuntu	ubuntu	PROPN
bioscience-10	286	3	.	.	PUNCT
bioscience-10	287	1	no	no	DET
bioscience-10	287	2	title	title	NOUN
bioscience-10	287	3	.	.	PUNCT
bioscience-10	288	1	available	available	ADJ
bioscience-10	288	2	from	from	ADP
bioscience-10	288	3	:	:	PUNCT
bioscience-10	288	4	https://ubuntu.com/	https://ubuntu.com/	PROPN
bioscience-10	288	5	22	22	NUM
bioscience-10	288	6	.	.	PUNCT
bioscience-10	289	1	fedora	fedora	PROPN
bioscience-10	289	2	.	.	PUNCT
bioscience-10	290	1	no	no	DET
bioscience-10	290	2	title	title	NOUN
bioscience-10	290	3	.	.	PUNCT
bioscience-10	291	1	available	available	ADJ
bioscience-10	291	2	from	from	ADP
bioscience-10	291	3	:	:	PUNCT
bioscience-10	291	4	https://getfedora.org/	https://getfedora.org/	PROPN
bioscience-10	291	5	23	23	NUM
bioscience-10	291	6	.	.	PUNCT
bioscience-10	292	1	opensuse	opensuse	PROPN
bioscience-10	292	2	.	.	PUNCT
bioscience-10	293	1	no	no	DET
bioscience-10	293	2	title	title	NOUN
bioscience-10	293	3	.	.	PUNCT
bioscience-10	294	1	available	available	ADJ
bioscience-10	294	2	from	from	ADP
bioscience-10	294	3	:	:	PUNCT
bioscience-10	294	4	https://www.opensuse.org/	https://www.opensuse.org/	ADJ
bioscience-10	294	5	24	24	NUM
bioscience-10	294	6	.	.	PUNCT
bioscience-10	294	7	red	red	ADJ
bioscience-10	294	8	hat	hat	NOUN
bioscience-10	294	9	.	.	PUNCT
bioscience-10	295	1	no	no	DET
bioscience-10	295	2	title	title	NOUN
bioscience-10	295	3	.	.	PUNCT
bioscience-10	296	1	available	available	ADJ
bioscience-10	296	2	from	from	ADP
bioscience-10	296	3	:	:	PUNCT
bioscience-10	296	4	https://www.redhat.com/en	https://www.redhat.com/en	PROPN
bioscience-10	296	5	http://supplementary.highlightsin.org/20193_sup.zip	http://supplementary.highlightsin.org/20193_sup.zip	PUNCT
bioscience-10	296	6	the	the	DET
bioscience-10	296	7	art	art	NOUN
bioscience-10	296	8	of	of	ADP
bioscience-10	296	9	bioinformatics	bioinformatics	NOUN
bioscience-10	296	10	learning	learn	VERB
bioscience-10	296	11	in	in	ADP
bioscience-10	296	12	our	our	PRON
bioscience-10	296	13	arabic	arabic	ADJ
bioscience-10	296	14	world	world	NOUN
bioscience-10	296	15	highlights	highlight	NOUN
bioscience-10	296	16	in	in	ADP
bioscience-10	296	17	bioscience	bioscience	NOUN
bioscience-10	296	18	doi	doi	NOUN
bioscience-10	296	19	:	:	PUNCT
bioscience-10	296	20	10.36462	10.36462	NUM
bioscience-10	296	21	/	/	SYM
bioscience-10	296	22	h.biosci.20193	h.biosci.20193	NOUN
bioscience-10	296	23	october	october	PROPN
bioscience-10	296	24	2019	2019	NUM
bioscience-10	296	25	|	|	ADV
bioscience-10	296	26	volume2	volume2	ADV
bioscience-10	296	27	http://highlightsin.org/index.php/bioscience/	http://highlightsin.org/index.php/bioscience/	VERB
bioscience-10	296	28	page	page	NOUN
bioscience-10	296	29	9	9	NUM
bioscience-10	296	30	of	of	ADP
bioscience-10	296	31	10	10	NUM
bioscience-10	296	32	25	25	NUM
bioscience-10	296	33	.	.	PUNCT
bioscience-10	297	1	saeki	saeki	PROPN
bioscience-10	297	2	t	t	PROPN
bioscience-10	297	3	,	,	PUNCT
bioscience-10	297	4	nishiwaki	nishiwaki	PROPN
bioscience-10	297	5	y	y	PROPN
bioscience-10	297	6	,	,	PUNCT
bioscience-10	297	7	shinagawa	shinagawa	PROPN
bioscience-10	297	8	t	t	PROPN
bioscience-10	297	9	,	,	PUNCT
bioscience-10	297	10	honiden	honiden	PROPN
bioscience-10	297	11	s.	s.	PROPN
bioscience-10	297	12	bash	bash	PROPN
bioscience-10	297	13	on	on	ADP
bioscience-10	297	14	ubuntu	ubuntu	NOUN
bioscience-10	297	15	on	on	ADP
bioscience-10	297	16	macos	macos	PROPN
bioscience-10	297	17	.	.	PUNCT
bioscience-10	298	1	in	in	ADP
bioscience-10	298	2	:	:	PUNCT
bioscience-10	298	3	proceedings	proceeding	NOUN
bioscience-10	298	4	of	of	ADP
bioscience-10	298	5	the	the	DET
bioscience-10	298	6	8th	8th	ADJ
bioscience-10	298	7	asiapacific	asiapacific	ADJ
bioscience-10	298	8	workshop	workshop	NOUN
bioscience-10	298	9	on	on	ADP
bioscience-10	298	10	systems	system	NOUN
bioscience-10	298	11	.	.	PUNCT
bioscience-10	298	12	2017	2017	NUM
bioscience-10	298	13	.	.	PUNCT
bioscience-10	299	1	p.	p.	NOUN
bioscience-10	299	2	17	17	NUM
bioscience-10	299	3	.	.	PUNCT
bioscience-10	300	1	26	26	NUM
bioscience-10	300	2	.	.	PUNCT
bioscience-10	301	1	dawson	dawson	PROPN
bioscience-10	301	2	m	m	PROPN
bioscience-10	301	3	,	,	PUNCT
bioscience-10	301	4	dewalt	dewalt	PROPN
bioscience-10	301	5	b	b	PROPN
bioscience-10	301	6	,	,	PUNCT
bioscience-10	301	7	cleveland	cleveland	PROPN
bioscience-10	301	8	s.	s.	PROPN
bioscience-10	301	9	the	the	DET
bioscience-10	301	10	case	case	NOUN
bioscience-10	301	11	for	for	ADP
bioscience-10	301	12	ubuntu	ubuntu	ADJ
bioscience-10	301	13	linux	linux	PROPN
bioscience-10	301	14	operating	operating	NOUN
bioscience-10	301	15	system	system	NOUN
bioscience-10	301	16	performance	performance	NOUN
bioscience-10	301	17	and	and	CCONJ
bioscience-10	301	18	usability	usability	NOUN
bioscience-10	301	19	for	for	ADP
bioscience-10	301	20	use	use	NOUN
bioscience-10	301	21	in	in	ADP
bioscience-10	301	22	higher	high	ADJ
bioscience-10	301	23	education	education	NOUN
bioscience-10	301	24	in	in	ADP
bioscience-10	301	25	a	a	DET
bioscience-10	301	26	virtualized	virtualized	ADJ
bioscience-10	301	27	environment	environment	NOUN
bioscience-10	301	28	.	.	PUNCT
bioscience-10	302	1	2016	2016	NUM
bioscience-10	302	2	;	;	PUNCT
bioscience-10	302	3	27	27	NUM
bioscience-10	302	4	.	.	X
bioscience-10	303	1	el	el	NOUN
bioscience-10	303	2	-	-	PUNCT
bioscience-10	303	3	tantawy	tantawy	PROPN
bioscience-10	303	4	sa	sa	PROPN
bioscience-10	303	5	.	.	PUNCT
bioscience-10	303	6	ubuntu	ubuntu	PROPN
bioscience-10	303	7	.	.	PROPN
bioscience-10	303	8	port	port	PROPN
bioscience-10	303	9	said	say	VERB
bioscience-10	303	10	university	university	NOUN
bioscience-10	303	11	;	;	PUNCT
bioscience-10	303	12	2016	2016	NUM
bioscience-10	303	13	.	.	PUNCT
bioscience-10	304	1	28	28	NUM
bioscience-10	304	2	.	.	PUNCT
bioscience-10	305	1	biolinux	biolinux	NOUN
bioscience-10	305	2	.	.	PUNCT
bioscience-10	306	1	no	no	DET
bioscience-10	306	2	title	title	NOUN
bioscience-10	306	3	.	.	PUNCT
bioscience-10	307	1	available	available	ADJ
bioscience-10	307	2	from	from	ADP
bioscience-10	307	3	:	:	PUNCT
bioscience-10	307	4	http://environmentalomics.org/bio-linux/	http://environmentalomics.org/bio-linux/	PROPN
bioscience-10	307	5	29	29	NUM
bioscience-10	307	6	.	.	X
bioscience-10	308	1	nebc	nebc	NOUN
bioscience-10	308	2	.	.	PUNCT
bioscience-10	309	1	no	no	DET
bioscience-10	309	2	title	title	NOUN
bioscience-10	309	3	.	.	PUNCT
bioscience-10	310	1	available	available	ADJ
bioscience-10	310	2	from	from	ADP
bioscience-10	310	3	:	:	PUNCT
bioscience-10	310	4	http://nebc.nerc.ac.uk	http://nebc.nerc.ac.uk	NOUN
bioscience-10	310	5	30	30	NUM
bioscience-10	310	6	.	.	PUNCT
bioscience-10	311	1	carver	carver	PROPN
bioscience-10	311	2	t	t	PROPN
bioscience-10	311	3	,	,	PUNCT
bioscience-10	311	4	bleasby	bleasby	ADJ
bioscience-10	311	5	a.	a.	NOUN
bioscience-10	311	6	the	the	DET
bioscience-10	311	7	design	design	NOUN
bioscience-10	311	8	of	of	ADP
bioscience-10	311	9	jemboss	jemboss	PROPN
bioscience-10	311	10	:	:	PUNCT
bioscience-10	311	11	a	a	DET
bioscience-10	311	12	graphical	graphical	ADJ
bioscience-10	311	13	user	user	NOUN
bioscience-10	311	14	interface	interface	NOUN
bioscience-10	311	15	to	to	ADP
bioscience-10	311	16	emboss	emboss	VERB
bioscience-10	311	17	.	.	PUNCT
bioscience-10	312	1	bioinformatics	bioinformatic	NOUN
bioscience-10	312	2	.	.	PUNCT
bioscience-10	313	1	2003;19(14):1837–43	2003;19(14):1837–43	NUM
bioscience-10	313	2	.	.	PUNCT
bioscience-10	314	1	31	31	NUM
bioscience-10	314	2	.	.	PUNCT
bioscience-10	315	1	cock	cock	PROPN
bioscience-10	315	2	pja	pja	PROPN
bioscience-10	315	3	,	,	PUNCT
bioscience-10	315	4	antao	antao	PROPN
bioscience-10	315	5	t	t	PROPN
bioscience-10	315	6	,	,	PUNCT
bioscience-10	315	7	chang	chang	PROPN
bioscience-10	315	8	jt	jt	PROPN
bioscience-10	315	9	,	,	PUNCT
bioscience-10	315	10	chapman	chapman	PROPN
bioscience-10	315	11	ba	ba	PROPN
bioscience-10	315	12	,	,	PUNCT
bioscience-10	315	13	cox	cox	PROPN
bioscience-10	315	14	cj	cj	PROPN
bioscience-10	315	15	,	,	PUNCT
bioscience-10	315	16	dalke	dalke	ADV
bioscience-10	315	17	a	a	X
bioscience-10	315	18	,	,	PUNCT
bioscience-10	315	19	et	et	PROPN
bioscience-10	315	20	al	al	PROPN
bioscience-10	315	21	.	.	PROPN
bioscience-10	315	22	biopython	biopython	PROPN
bioscience-10	315	23	:	:	PUNCT
bioscience-10	315	24	freely	freely	ADV
bioscience-10	315	25	available	available	ADJ
bioscience-10	315	26	python	python	NOUN
bioscience-10	315	27	tools	tool	NOUN
bioscience-10	315	28	for	for	ADP
bioscience-10	315	29	computational	computational	ADJ
bioscience-10	315	30	molecular	molecular	ADJ
bioscience-10	315	31	biology	biology	NOUN
bioscience-10	315	32	and	and	CCONJ
bioscience-10	315	33	bioinformatics	bioinformatics	NOUN
bioscience-10	315	34	.	.	PUNCT
bioscience-10	316	1	bioinformatics	bioinformatic	NOUN
bioscience-10	316	2	.	.	PUNCT
bioscience-10	317	1	2009;25(11):1422–3	2009;25(11):1422–3	NUM
bioscience-10	317	2	.	.	NOUN
bioscience-10	318	1	32	32	NUM
bioscience-10	318	2	.	.	PUNCT
bioscience-10	319	1	langtangen	langtangen	PROPN
bioscience-10	319	2	hp	hp	PROPN
bioscience-10	319	3	,	,	PUNCT
bioscience-10	319	4	barth	barth	NOUN
bioscience-10	319	5	tj	tj	PROPN
bioscience-10	319	6	,	,	PUNCT
bioscience-10	319	7	griebel	griebel	PROPN
bioscience-10	319	8	m.	m.	NOUN
bioscience-10	319	9	python	python	PROPN
bioscience-10	319	10	scripting	scripting	NOUN
bioscience-10	319	11	for	for	ADP
bioscience-10	319	12	computational	computational	ADJ
bioscience-10	319	13	science	science	NOUN
bioscience-10	319	14	.	.	PUNCT
bioscience-10	320	1	vol	vol	NOUN
bioscience-10	320	2	.	.	PROPN
bioscience-10	321	1	3	3	NUM
bioscience-10	321	2	.	.	X
bioscience-10	321	3	springer	springer	NOUN
bioscience-10	321	4	;	;	PUNCT
bioscience-10	321	5	2006	2006	NUM
bioscience-10	321	6	.	.	PUNCT
bioscience-10	322	1	33	33	NUM
bioscience-10	322	2	.	.	PUNCT
bioscience-10	323	1	moschovakis	moschovakis	PROPN
bioscience-10	323	2	yn	yn	PROPN
bioscience-10	323	3	.	.	PUNCT
bioscience-10	324	1	what	what	PRON
bioscience-10	324	2	is	be	AUX
bioscience-10	324	3	an	an	DET
bioscience-10	324	4	algorithm	algorithm	NOUN
bioscience-10	324	5	?	?	PUNCT
bioscience-10	325	1	in	in	ADP
bioscience-10	325	2	:	:	PUNCT
bioscience-10	325	3	mathematics	mathematic	NOUN
bioscience-10	325	4	unlimited—2001	unlimited—2001	NOUN
bioscience-10	325	5	and	and	CCONJ
bioscience-10	325	6	beyond	beyond	ADP
bioscience-10	325	7	.	.	PUNCT
bioscience-10	325	8	springer	springer	NOUN
bioscience-10	325	9	;	;	PUNCT
bioscience-10	325	10	2001	2001	NUM
bioscience-10	325	11	.	.	PUNCT
bioscience-10	326	1	p.	p.	NOUN
bioscience-10	326	2	919–36	919–36	NUM
bioscience-10	326	3	.	.	PUNCT
bioscience-10	327	1	34	34	NUM
bioscience-10	327	2	.	.	PUNCT
bioscience-10	327	3	lafore	lafore	PROPN
bioscience-10	327	4	r.	r.	PROPN
bioscience-10	327	5	data	data	PROPN
bioscience-10	327	6	structures	structure	NOUN
bioscience-10	327	7	and	and	CCONJ
bioscience-10	327	8	algorithms	algorithm	NOUN
bioscience-10	327	9	in	in	ADP
bioscience-10	327	10	java	java	PROPN
bioscience-10	327	11	.	.	PUNCT
bioscience-10	328	1	sams	sams	PROPN
bioscience-10	328	2	publishing	publishing	PROPN
bioscience-10	328	3	;	;	PUNCT
bioscience-10	328	4	2017	2017	NUM
bioscience-10	328	5	.	.	X
bioscience-10	329	1	35	35	NUM
bioscience-10	329	2	.	.	PUNCT
bioscience-10	330	1	chou	chou	PROPN
bioscience-10	330	2	ph	ph	PROPN
bioscience-10	330	3	.	.	PROPN
bioscience-10	330	4	algorithm	algorithm	PROPN
bioscience-10	330	5	education	education	NOUN
bioscience-10	330	6	in	in	ADP
bioscience-10	330	7	python	python	PROPN
bioscience-10	330	8	.	.	PUNCT
bioscience-10	331	1	proc	proc	PROPN
bioscience-10	331	2	python	python	PROPN
bioscience-10	331	3	.	.	PUNCT
bioscience-10	332	1	2002;10:2	2002;10:2	NUM
bioscience-10	332	2	.	.	PUNCT
bioscience-10	333	1	36	36	NUM
bioscience-10	333	2	.	.	PUNCT
bioscience-10	334	1	orwant	orwant	PROPN
bioscience-10	334	2	j	j	PROPN
bioscience-10	334	3	,	,	PUNCT
bioscience-10	334	4	hietaniemi	hietaniemi	PROPN
bioscience-10	334	5	j	j	PROPN
bioscience-10	334	6	,	,	PUNCT
bioscience-10	334	7	macdonald	macdonald	PROPN
bioscience-10	334	8	j	j	PROPN
bioscience-10	334	9	,	,	PUNCT
bioscience-10	334	10	macdonald	macdonald	PROPN
bioscience-10	334	11	jd	jd	PROPN
bioscience-10	334	12	.	.	PUNCT
bioscience-10	334	13	mastering	master	VERB
bioscience-10	334	14	algorithms	algorithm	NOUN
bioscience-10	334	15	with	with	ADP
bioscience-10	334	16	perl	perl	NOUN
bioscience-10	334	17	.	.	PUNCT
bioscience-10	335	1	―	―	INTJ
bioscience-10	335	2	o’reilly	o’reilly	ADJ
bioscience-10	335	3	media	medium	NOUN
bioscience-10	335	4	,	,	PUNCT
bioscience-10	335	5	inc.‖	inc.‖	PROPN
bioscience-10	335	6	;	;	PUNCT
bioscience-10	335	7	1999	1999	NUM
bioscience-10	335	8	.	.	PUNCT
bioscience-10	336	1	37	37	NUM
bioscience-10	336	2	.	.	PUNCT
bioscience-10	337	1	gentleman	gentleman	PROPN
bioscience-10	337	2	r.	r.	PROPN
bioscience-10	337	3	r	r	NOUN
bioscience-10	337	4	programming	programming	NOUN
bioscience-10	337	5	for	for	ADP
bioscience-10	337	6	bioinformatics	bioinformatics	NOUN
bioscience-10	337	7	.	.	PUNCT
bioscience-10	338	1	chapman	chapman	NOUN
bioscience-10	338	2	and	and	CCONJ
bioscience-10	338	3	hall	hall	PROPN
bioscience-10	338	4	/	/	SYM
bioscience-10	338	5	crc	crc	PROPN
bioscience-10	338	6	;	;	PUNCT
bioscience-10	338	7	2008	2008	NUM
bioscience-10	338	8	.	.	PUNCT
bioscience-10	339	1	38	38	NUM
bioscience-10	339	2	.	.	PUNCT
bioscience-10	340	1	okigbo	okigbo	PROPN
bioscience-10	340	2	ec	ec	PROPN
bioscience-10	340	3	,	,	PUNCT
bioscience-10	340	4	osuafor	osuafor	PROPN
bioscience-10	340	5	am	be	AUX
bioscience-10	340	6	.	.	PUNCT
bioscience-10	341	1	effect	effect	NOUN
bioscience-10	341	2	of	of	ADP
bioscience-10	341	3	using	use	VERB
bioscience-10	341	4	mathematics	mathematic	NOUN
bioscience-10	341	5	laboratory	laboratory	NOUN
bioscience-10	341	6	in	in	ADP
bioscience-10	341	7	teaching	teach	VERB
bioscience-10	341	8	mathematics	mathematic	NOUN
bioscience-10	341	9	on	on	ADP
bioscience-10	341	10	the	the	DET
bioscience-10	341	11	achievement	achievement	NOUN
bioscience-10	341	12	of	of	ADP
bioscience-10	341	13	mathematics	mathematics	NOUN
bioscience-10	341	14	students	student	NOUN
bioscience-10	341	15	.	.	PUNCT
bioscience-10	342	1	educ	educ	PROPN
bioscience-10	342	2	res	re	NOUN
bioscience-10	342	3	rev	rev	PROPN
bioscience-10	342	4	.	.	PROPN
bioscience-10	343	1	2008;3(8):257–61	2008;3(8):257–61	NUM
bioscience-10	343	2	.	.	NOUN
bioscience-10	344	1	39	39	NUM
bioscience-10	344	2	.	.	PUNCT
bioscience-10	345	1	he	he	PRON
bioscience-10	345	2	m	m	VERB
bioscience-10	345	3	,	,	PUNCT
bioscience-10	345	4	petoukhov	petoukhov	PROPN
bioscience-10	345	5	s.	s.	PROPN
bioscience-10	345	6	mathematics	mathematics	PROPN
bioscience-10	345	7	of	of	ADP
bioscience-10	345	8	bioinformatics	bioinformatics	NOUN
bioscience-10	345	9	:	:	PUNCT
bioscience-10	345	10	theory	theory	NOUN
bioscience-10	345	11	,	,	PUNCT
bioscience-10	345	12	methods	method	NOUN
bioscience-10	345	13	and	and	CCONJ
bioscience-10	345	14	applications	application	NOUN
bioscience-10	345	15	.	.	PUNCT
bioscience-10	346	1	vol	vol	NOUN
bioscience-10	346	2	.	.	PROPN
bioscience-10	347	1	19	19	NUM
bioscience-10	347	2	.	.	PUNCT
bioscience-10	348	1	john	john	PROPN
bioscience-10	348	2	wiley	wiley	PROPN
bioscience-10	348	3	&	&	CCONJ
bioscience-10	348	4	sons	son	NOUN
bioscience-10	348	5	;	;	PUNCT
bioscience-10	348	6	2011	2011	NUM
bioscience-10	348	7	.	.	PUNCT
bioscience-10	349	1	40	40	NUM
bioscience-10	349	2	.	.	PUNCT
bioscience-10	350	1	chatfield	chatfield	PROPN
bioscience-10	350	2	c.	c.	PROPN
bioscience-10	350	3	statistics	statistics	PROPN
bioscience-10	350	4	for	for	ADP
bioscience-10	350	5	technology	technology	NOUN
bioscience-10	350	6	:	:	PUNCT
bioscience-10	350	7	a	a	DET
bioscience-10	350	8	course	course	NOUN
bioscience-10	350	9	in	in	ADP
bioscience-10	350	10	applied	applied	ADJ
bioscience-10	350	11	statistics	statistic	NOUN
bioscience-10	350	12	.	.	PUNCT
bioscience-10	351	1	routledge	routledge	PROPN
bioscience-10	351	2	;	;	PUNCT
bioscience-10	351	3	2018	2018	NUM
bioscience-10	351	4	.	.	PUNCT
bioscience-10	352	1	41	41	NUM
bioscience-10	352	2	.	.	PUNCT
bioscience-10	353	1	jiang	jiang	PROPN
bioscience-10	353	2	r	r	PROPN
bioscience-10	353	3	,	,	PUNCT
bioscience-10	353	4	zhang	zhang	PROPN
bioscience-10	353	5	x	x	PROPN
bioscience-10	353	6	,	,	PUNCT
bioscience-10	353	7	zhang	zhang	PROPN
bioscience-10	353	8	mq	mq	PROPN
bioscience-10	353	9	.	.	PUNCT
bioscience-10	353	10	basics	basic	NOUN
bioscience-10	353	11	of	of	ADP
bioscience-10	353	12	bioinformatics	bioinformatics	NOUN
bioscience-10	353	13	.	.	PUNCT
bioscience-10	354	1	springer	springer	NOUN
bioscience-10	354	2	;	;	PUNCT
bioscience-10	354	3	2016	2016	NUM
bioscience-10	354	4	.	.	PUNCT
bioscience-10	355	1	42	42	NUM
bioscience-10	355	2	.	.	PUNCT
bioscience-10	356	1	biorxiv	biorxiv	NOUN
bioscience-10	356	2	.	.	PUNCT
bioscience-10	357	1	biorxiv	biorxiv	PROPN
bioscience-10	357	2	.	.	PUNCT
bioscience-10	358	1	available	available	ADJ
bioscience-10	358	2	from	from	ADP
bioscience-10	358	3	:	:	PUNCT
bioscience-10	358	4	https://www.biorxiv.org/	https://www.biorxiv.org/	X
bioscience-10	358	5	43	43	NUM
bioscience-10	358	6	.	.	PUNCT
bioscience-10	359	1	kalliamvakou	kalliamvakou	PROPN
bioscience-10	359	2	e	e	PROPN
bioscience-10	359	3	,	,	PUNCT
bioscience-10	359	4	gousios	gousio	VERB
bioscience-10	359	5	g	g	ADP
bioscience-10	359	6	,	,	PUNCT
bioscience-10	359	7	blincoe	blincoe	VERB
bioscience-10	359	8	k	k	NOUN
bioscience-10	359	9	,	,	PUNCT
bioscience-10	359	10	singer	singer	NOUN
bioscience-10	359	11	l	l	NOUN
bioscience-10	359	12	,	,	PUNCT
bioscience-10	359	13	german	german	ADJ
bioscience-10	359	14	dm	dm	PROPN
bioscience-10	359	15	,	,	PUNCT
bioscience-10	359	16	damian	damian	PROPN
bioscience-10	359	17	d.	d.	PROPN
bioscience-10	359	18	the	the	DET
bioscience-10	359	19	promises	promise	NOUN
bioscience-10	359	20	and	and	CCONJ
bioscience-10	359	21	perils	peril	NOUN
bioscience-10	359	22	of	of	ADP
bioscience-10	359	23	mining	mining	NOUN
bioscience-10	359	24	github	github	NOUN
bioscience-10	359	25	.	.	PUNCT
bioscience-10	360	1	in	in	ADP
bioscience-10	360	2	:	:	PUNCT
bioscience-10	360	3	proceedings	proceeding	NOUN
bioscience-10	360	4	of	of	ADP
bioscience-10	360	5	the	the	DET
bioscience-10	360	6	11th	11th	ADJ
bioscience-10	360	7	working	work	VERB
bioscience-10	360	8	conference	conference	NOUN
bioscience-10	360	9	on	on	ADP
bioscience-10	360	10	mining	mining	NOUN
bioscience-10	360	11	software	software	NOUN
bioscience-10	360	12	repositories	repository	NOUN
bioscience-10	360	13	.	.	PUNCT
bioscience-10	360	14	2014	2014	NUM
bioscience-10	360	15	.	.	PUNCT
bioscience-10	361	1	p.	p.	NOUN
bioscience-10	361	2	92–101	92–101	NUM
bioscience-10	361	3	.	.	PUNCT
bioscience-10	362	1	44	44	NUM
bioscience-10	362	2	.	.	PUNCT
bioscience-10	363	1	afgan	afgan	PROPN
bioscience-10	363	2	e	e	PROPN
bioscience-10	363	3	,	,	PUNCT
bioscience-10	363	4	baker	baker	PROPN
bioscience-10	363	5	d	d	PROPN
bioscience-10	363	6	,	,	PUNCT
bioscience-10	363	7	coraor	coraor	NOUN
bioscience-10	363	8	n	n	CCONJ
bioscience-10	363	9	,	,	PUNCT
bioscience-10	363	10	goto	goto	ADJ
bioscience-10	363	11	h	h	NOUN
bioscience-10	363	12	,	,	PUNCT
bioscience-10	363	13	paul	paul	PROPN
bioscience-10	363	14	i	i	PROPN
bioscience-10	363	15	m	m	PROPN
bioscience-10	363	16	,	,	PUNCT
bioscience-10	363	17	makova	makova	PROPN
bioscience-10	363	18	kd	kd	PROPN
bioscience-10	363	19	,	,	PUNCT
bioscience-10	363	20	et	et	PROPN
bioscience-10	363	21	al	al	PROPN
bioscience-10	363	22	.	.	PUNCT
bioscience-10	364	1	harnessing	harness	VERB
bioscience-10	364	2	cloud	cloud	NOUN
bioscience-10	364	3	computing	computing	NOUN
bioscience-10	364	4	with	with	ADP
bioscience-10	364	5	galaxy	galaxy	PROPN
bioscience-10	364	6	cloud	cloud	NOUN
bioscience-10	364	7	.	.	PUNCT
bioscience-10	365	1	nat	nat	PROPN
bioscience-10	365	2	biotechnol	biotechnol	NOUN
bioscience-10	365	3	.	.	PUNCT
bioscience-10	366	1	2011;29(11):972	2011;29(11):972	X
bioscience-10	366	2	.	.	PROPN
bioscience-10	367	1	45	45	NUM
bioscience-10	367	2	.	.	PUNCT
bioscience-10	367	3	cyverse	cyverse	NOUN
bioscience-10	367	4	.	.	PUNCT
bioscience-10	368	1	cyverse	cyverse	PROPN
bioscience-10	368	2	.	.	PUNCT
bioscience-10	369	1	available	available	ADJ
bioscience-10	369	2	from	from	ADP
bioscience-10	369	3	:	:	PUNCT
bioscience-10	369	4	https://cyverse.org/	https://cyverse.org/	PROPN
bioscience-10	369	5	46	46	NUM
bioscience-10	369	6	.	.	PUNCT
bioscience-10	370	1	maglott	maglott	PROPN
bioscience-10	370	2	d	d	NOUN
bioscience-10	370	3	,	,	PUNCT
bioscience-10	370	4	ostell	ostell	PROPN
bioscience-10	370	5	j	j	PROPN
bioscience-10	370	6	,	,	PUNCT
bioscience-10	370	7	pruitt	pruitt	PROPN
bioscience-10	370	8	kd	kd	PROPN
bioscience-10	370	9	,	,	PUNCT
bioscience-10	370	10	tatusova	tatusova	PROPN
bioscience-10	370	11	t.	t.	PROPN
bioscience-10	370	12	entrez	entrez	PROPN
bioscience-10	370	13	gene	gene	PROPN
bioscience-10	370	14	:	:	PUNCT
bioscience-10	370	15	gene	gene	NOUN
bioscience-10	370	16	-	-	PUNCT
bioscience-10	370	17	centered	center	VERB
bioscience-10	370	18	information	information	NOUN
bioscience-10	370	19	at	at	ADP
bioscience-10	370	20	ncbi	ncbi	PROPN
bioscience-10	370	21	.	.	PUNCT
bioscience-10	371	1	nucleic	nucleic	ADJ
bioscience-10	371	2	acids	acid	NOUN
bioscience-10	371	3	res	re	NOUN
bioscience-10	371	4	.	.	PUNCT
bioscience-10	372	1	2010;39(suppl_1):d52	2010;39(suppl_1):d52	NOUN
bioscience-10	372	2	-	-	PUNCT
bioscience-10	372	3	-d57	-d57	ADJ
bioscience-10	372	4	.	.	PUNCT
bioscience-10	373	1	47	47	NUM
bioscience-10	373	2	.	.	PUNCT
bioscience-10	374	1	hubbard	hubbard	PROPN
bioscience-10	374	2	t	t	PROPN
bioscience-10	374	3	,	,	PUNCT
bioscience-10	374	4	barker	barker	PROPN
bioscience-10	375	1	d	d	PROPN
bioscience-10	375	2	,	,	PUNCT
bioscience-10	375	3	birney	birney	PROPN
bioscience-10	375	4	e	e	PROPN
bioscience-10	375	5	,	,	PUNCT
bioscience-10	375	6	cameron	cameron	PROPN
bioscience-10	375	7	g	g	PROPN
bioscience-10	375	8	,	,	PUNCT
bioscience-10	375	9	chen	chen	PROPN
bioscience-10	375	10	y	y	PROPN
bioscience-10	375	11	,	,	PUNCT
bioscience-10	375	12	clark	clark	PROPN
bioscience-10	375	13	l	l	PROPN
bioscience-10	375	14	,	,	PUNCT
bioscience-10	375	15	et	et	PROPN
bioscience-10	375	16	al	al	PROPN
bioscience-10	375	17	.	.	PUNCT
bioscience-10	376	1	the	the	DET
bioscience-10	376	2	ensembl	ensembl	PROPN
bioscience-10	376	3	genome	genome	NOUN
bioscience-10	376	4	database	database	NOUN
bioscience-10	376	5	project	project	NOUN
bioscience-10	376	6	.	.	PUNCT
bioscience-10	377	1	nucleic	nucleic	ADJ
bioscience-10	377	2	acids	acid	NOUN
bioscience-10	377	3	res	re	NOUN
bioscience-10	377	4	.	.	PUNCT
bioscience-10	378	1	2002;30(1):38–41	2002;30(1):38–41	NUM
bioscience-10	378	2	.	.	NOUN
bioscience-10	378	3	48	48	NUM
bioscience-10	378	4	.	.	PUNCT
bioscience-10	379	1	abu	abu	NOUN
bioscience-10	379	2	-	-	PUNCT
bioscience-10	379	3	orabi	orabi	PROPN
bioscience-10	379	4	st	st	PROPN
bioscience-10	379	5	,	,	PUNCT
bioscience-10	379	6	general	general	ADJ
bioscience-10	379	7	s.	s.	PROPN
bioscience-10	379	8	scientific	scientific	PROPN
bioscience-10	379	9	research	research	PROPN
bioscience-10	379	10	&	&	CCONJ
bioscience-10	379	11	higher	high	ADJ
bioscience-10	379	12	education	education	NOUN
bioscience-10	379	13	in	in	ADP
bioscience-10	379	14	the	the	DET
bioscience-10	379	15	arab	arab	ADJ
bioscience-10	379	16	world	world	NOUN
bioscience-10	379	17	.	.	PUNCT
bioscience-10	380	1	in	in	ADP
bioscience-10	380	2	:	:	PUNCT
bioscience-10	380	3	clicks	click	VERB
bioscience-10	380	4	mena	mena	PROPN
bioscience-10	380	5	higher	high	ADJ
bioscience-10	380	6	education	education	PROPN
bioscience-10	380	7	leadership	leadership	NOUN
bioscience-10	380	8	forum	forum	NOUN
bioscience-10	380	9	.	.	PUNCT
bioscience-10	381	1	2013	2013	NUM
bioscience-10	381	2	.	.	PUNCT
bioscience-10	382	1	p.	p.	NOUN
bioscience-10	382	2	12–3	12–3	NUM
bioscience-10	382	3	.	.	PROPN
bioscience-10	382	4	49	49	NUM
bioscience-10	382	5	.	.	PUNCT
bioscience-10	383	1	ask	ask	VERB
bioscience-10	383	2	ubunut	ubunut	NOUN
bioscience-10	383	3	.	.	PUNCT
bioscience-10	384	1	ask	ask	VERB
bioscience-10	384	2	ubunut	ubunut	PROPN
bioscience-10	384	3	.	.	PUNCT
bioscience-10	385	1	available	available	ADJ
bioscience-10	385	2	from	from	ADP
bioscience-10	385	3	:	:	PUNCT
bioscience-10	385	4	https://askubuntu.com/	https://askubuntu.com/	PROPN
bioscience-10	385	5	50	50	NUM
bioscience-10	385	6	.	.	PUNCT
bioscience-10	386	1	bioinformatics	bioinformatic	NOUN
bioscience-10	386	2	.	.	PUNCT
bioscience-10	387	1	no	no	DET
bioscience-10	387	2	title	title	NOUN
bioscience-10	387	3	.	.	PUNCT
bioscience-10	388	1	available	available	ADJ
bioscience-10	388	2	from	from	ADP
bioscience-10	388	3	:	:	PUNCT
bioscience-10	388	4	https://www.bioinformatics.org/	https://www.bioinformatics.org/	NOUN
bioscience-10	388	5	51	51	NUM
bioscience-10	388	6	.	.	PUNCT
bioscience-10	388	7	yu	yu	PROPN
bioscience-10	388	8	m	m	PROPN
bioscience-10	388	9	-	-	PROPN
bioscience-10	388	10	c	c	PROPN
bioscience-10	388	11	,	,	PUNCT
bioscience-10	388	12	wu	wu	PROPN
bioscience-10	388	13	y	y	PROPN
bioscience-10	388	14	-	-	PUNCT
bioscience-10	388	15	cj	cj	PROPN
bioscience-10	388	16	,	,	PUNCT
bioscience-10	388	17	alhalabi	alhalabi	PROPN
bioscience-10	388	18	w	w	PROPN
bioscience-10	388	19	,	,	PUNCT
bioscience-10	388	20	kao	kao	PROPN
bioscience-10	388	21	h	h	PROPN
bioscience-10	388	22	-	-	PUNCT
bioscience-10	388	23	y	y	PROPN
bioscience-10	388	24	,	,	PUNCT
bioscience-10	388	25	wu	wu	PROPN
bioscience-10	388	26	w	w	PROPN
bioscience-10	388	27	-	-	PUNCT
bioscience-10	388	28	h.	h.	PROPN
bioscience-10	388	29	researchgate	researchgate	PROPN
bioscience-10	388	30	:	:	PUNCT
bioscience-10	388	31	an	an	DET
bioscience-10	388	32	effective	effective	ADJ
bioscience-10	388	33	altmetric	altmetric	ADJ
bioscience-10	388	34	indicator	indicator	NOUN
bioscience-10	388	35	for	for	ADP
bioscience-10	388	36	active	active	ADJ
bioscience-10	388	37	researchers	researcher	NOUN
bioscience-10	388	38	?	?	PUNCT
bioscience-10	389	1	comput	comput	PROPN
bioscience-10	389	2	human	human	ADJ
bioscience-10	389	3	behav	behav	NOUN
bioscience-10	389	4	.	.	PUNCT
bioscience-10	390	1	2016;55:1001–6	2016;55:1001–6	X
bioscience-10	390	2	.	.	PROPN
bioscience-10	390	3	52	52	NUM
bioscience-10	390	4	.	.	PUNCT
bioscience-10	391	1	altschul	altschul	PROPN
bioscience-10	391	2	sf	sf	PROPN
bioscience-10	391	3	,	,	PUNCT
bioscience-10	391	4	madden	madden	PROPN
bioscience-10	391	5	tl	tl	PROPN
bioscience-10	391	6	,	,	PUNCT
bioscience-10	391	7	schäffer	schäffer	VERB
bioscience-10	391	8	aa	aa	PROPN
bioscience-10	391	9	,	,	PUNCT
bioscience-10	391	10	zhang	zhang	PROPN
bioscience-10	391	11	j	j	PROPN
bioscience-10	391	12	,	,	PUNCT
bioscience-10	391	13	zhang	zhang	PROPN
bioscience-10	391	14	z	z	PROPN
bioscience-10	391	15	,	,	PUNCT
bioscience-10	391	16	miller	miller	PROPN
bioscience-10	391	17	w	w	PROPN
bioscience-10	391	18	,	,	PUNCT
bioscience-10	391	19	et	et	PROPN
bioscience-10	391	20	al	al	PROPN
bioscience-10	391	21	.	.	PROPN
bioscience-10	391	22	gapped	gapped	NOUN
bioscience-10	391	23	blast	blast	NOUN
bioscience-10	391	24	and	and	CCONJ
bioscience-10	391	25	psi	psi	NOUN
bioscience-10	391	26	-	-	PUNCT
bioscience-10	391	27	blast	blast	NOUN
bioscience-10	391	28	:	:	PUNCT
bioscience-10	391	29	a	a	DET
bioscience-10	391	30	new	new	ADJ
bioscience-10	391	31	generation	generation	NOUN
bioscience-10	391	32	of	of	ADP
bioscience-10	391	33	protein	protein	NOUN
bioscience-10	391	34	database	database	NOUN
bioscience-10	391	35	search	search	NOUN
bioscience-10	391	36	programs	program	NOUN
bioscience-10	391	37	.	.	PUNCT
bioscience-10	392	1	nucleic	nucleic	ADJ
bioscience-10	392	2	acids	acid	NOUN
bioscience-10	392	3	res	re	NOUN
bioscience-10	392	4	.	.	PUNCT
bioscience-10	393	1	1997;25(17):3389–402	1997;25(17):3389–402	X
bioscience-10	393	2	.	.	PUNCT
bioscience-10	394	1	53	53	NUM
bioscience-10	394	2	.	.	PUNCT
bioscience-10	394	3	prechelt	prechelt	PROPN
bioscience-10	394	4	l.	l.	PROPN
bioscience-10	395	1	an	an	DET
bioscience-10	395	2	empirical	empirical	ADJ
bioscience-10	395	3	comparison	comparison	NOUN
bioscience-10	395	4	of	of	ADP
bioscience-10	395	5	seven	seven	NUM
bioscience-10	395	6	programming	programming	NOUN
bioscience-10	395	7	languages	language	NOUN
bioscience-10	395	8	.	.	PUNCT
bioscience-10	396	1	computer	computer	NOUN
bioscience-10	396	2	(	(	PUNCT
bioscience-10	396	3	long	long	ADJ
bioscience-10	396	4	beach	beach	PROPN
bioscience-10	396	5	calif	calif	PROPN
bioscience-10	396	6	)	)	PUNCT
bioscience-10	396	7	.	.	PUNCT
bioscience-10	397	1	2000;33(10):23–9	2000;33(10):23–9	X
bioscience-10	397	2	.	.	PUNCT
bioscience-10	398	1	54	54	NUM
bioscience-10	398	2	.	.	PUNCT
bioscience-10	398	3	robison	robison	PROPN
bioscience-10	398	4	ad	ad	PROPN
bioscience-10	398	5	,	,	PUNCT
bioscience-10	398	6	dubois	dubois	PROPN
bioscience-10	398	7	pf	pf	PROPN
bioscience-10	398	8	.	.	PROPN
bioscience-10	398	9	c++	c++	NOUN
bioscience-10	398	10	gets	get	VERB
bioscience-10	398	11	faster	fast	ADJ
bioscience-10	398	12	for	for	ADP
bioscience-10	398	13	scientific	scientific	ADJ
bioscience-10	398	14	computing	computing	NOUN
bioscience-10	398	15	.	.	PUNCT
bioscience-10	399	1	computers	computer	NOUN
bioscience-10	399	2	in	in	ADP
bioscience-10	399	3	physics	physics	PROPN
bioscience-10	399	4	.	.	PUNCT
bioscience-10	400	1	1996	1996	NUM
bioscience-10	401	1	sep;10(5):45862	sep;10(5):45862	NOUN
bioscience-10	401	2	.	.	PROPN
bioscience-10	401	3	55	55	NUM
bioscience-10	401	4	.	.	PUNCT
bioscience-10	402	1	arthur	arthur	PROPN
bioscience-10	402	2	lj	lj	PROPN
bioscience-10	402	3	.	.	PROPN
bioscience-10	402	4	unix	unix	PROPN
bioscience-10	402	5	shell	shell	PROPN
bioscience-10	402	6	programming	programming	NOUN
bioscience-10	402	7	.	.	PUNCT
bioscience-10	403	1	john	john	PROPN
bioscience-10	403	2	wiley	wiley	PROPN
bioscience-10	403	3	&	&	CCONJ
bioscience-10	403	4	sons	sons	PROPN
bioscience-10	403	5	,	,	PUNCT
bioscience-10	403	6	inc	inc	PROPN
bioscience-10	403	7	.	.	PROPN
bioscience-10	403	8	;	;	PUNCT
bioscience-10	403	9	1990	1990	NUM
bioscience-10	403	10	.	.	PUNCT
bioscience-10	404	1	the	the	DET
bioscience-10	404	2	art	art	NOUN
bioscience-10	404	3	of	of	ADP
bioscience-10	404	4	bioinformatics	bioinformatics	NOUN
bioscience-10	404	5	learning	learn	VERB
bioscience-10	404	6	in	in	ADP
bioscience-10	404	7	our	our	PRON
bioscience-10	404	8	arabic	arabic	ADJ
bioscience-10	404	9	world	world	NOUN
bioscience-10	404	10	highlights	highlight	NOUN
bioscience-10	404	11	in	in	ADP
bioscience-10	404	12	bioscience	bioscience	NOUN
bioscience-10	404	13	doi	doi	NOUN
bioscience-10	404	14	:	:	PUNCT
bioscience-10	404	15	10.36462	10.36462	NUM
bioscience-10	404	16	/	/	SYM
bioscience-10	404	17	h.biosci.20193	h.biosci.20193	NOUN
bioscience-10	404	18	october	october	PROPN
bioscience-10	404	19	2019	2019	NUM
bioscience-10	404	20	|	|	ADV
bioscience-10	404	21	volume2	volume2	ADV
bioscience-10	404	22	http://highlightsin.org/index.php/bioscience/	http://highlightsin.org/index.php/bioscience/	VERB
bioscience-10	404	23	page	page	NOUN
bioscience-10	404	24	10	10	NUM
bioscience-10	404	25	of	of	ADP
bioscience-10	404	26	10	10	NUM
bioscience-10	404	27	56	56	NUM
bioscience-10	404	28	.	.	PUNCT
bioscience-10	405	1	mitchell	mitchell	PROPN
bioscience-10	405	2	tm	tm	PROPN
bioscience-10	405	3	.	.	PUNCT
bioscience-10	406	1	the	the	DET
bioscience-10	406	2	discipline	discipline	NOUN
bioscience-10	406	3	of	of	ADP
bioscience-10	406	4	machine	machine	NOUN
bioscience-10	406	5	learning	learning	NOUN
bioscience-10	406	6	.	.	PUNCT
bioscience-10	407	1	vol	vol	NOUN
bioscience-10	407	2	.	.	PROPN
bioscience-10	408	1	9	9	NUM
bioscience-10	408	2	.	.	X
bioscience-10	408	3	carnegie	carnegie	PROPN
bioscience-10	408	4	mellon	mellon	PROPN
bioscience-10	408	5	university	university	PROPN
bioscience-10	408	6	,	,	PUNCT
bioscience-10	408	7	school	school	NOUN
bioscience-10	408	8	of	of	ADP
bioscience-10	408	9	computer	computer	NOUN
bioscience-10	408	10	science	science	NOUN
bioscience-10	408	11	,	,	PUNCT
bioscience-10	408	12	machine	machine	NOUN
bioscience-10	408	13	learning	learning	NOUN
bioscience-10	408	14	;	;	PUNCT
bioscience-10	408	15	2006	2006	NUM
bioscience-10	408	16	.	.	PUNCT
bioscience-10	409	1	57	57	NUM
bioscience-10	409	2	.	.	PUNCT
bioscience-10	410	1	jordan	jordan	PROPN
bioscience-10	410	2	mi	mi	PROPN
bioscience-10	410	3	,	,	PUNCT
bioscience-10	410	4	mitchell	mitchell	PROPN
bioscience-10	410	5	tm	tm	PROPN
bioscience-10	410	6	.	.	PROPN
bioscience-10	410	7	machine	machine	PROPN
bioscience-10	410	8	learning	learning	PROPN
bioscience-10	410	9	:	:	PUNCT
bioscience-10	410	10	trends	trend	NOUN
bioscience-10	410	11	,	,	PUNCT
bioscience-10	410	12	perspectives	perspective	NOUN
bioscience-10	410	13	,	,	PUNCT
bioscience-10	410	14	and	and	CCONJ
bioscience-10	410	15	prospects	prospect	NOUN
bioscience-10	410	16	.	.	PUNCT
bioscience-10	411	1	science	science	NOUN
bioscience-10	411	2	(	(	PUNCT
bioscience-10	411	3	80	80	NUM
bioscience-10	411	4	)	)	PUNCT
bioscience-10	411	5	.	.	PUNCT
bioscience-10	412	1	2015;349(6245):255–60	2015;349(6245):255–60	NUM
bioscience-10	412	2	.	.	PUNCT
bioscience-10	413	1	58	58	NUM
bioscience-10	413	2	.	.	PUNCT
bioscience-10	414	1	müller	müller	PROPN
bioscience-10	414	2	ac	ac	PROPN
bioscience-10	414	3	,	,	PUNCT
bioscience-10	414	4	guido	guido	NOUN
bioscience-10	414	5	s	s	PROPN
bioscience-10	414	6	,	,	PUNCT
bioscience-10	414	7	others	other	NOUN
bioscience-10	414	8	.	.	PUNCT
bioscience-10	415	1	introduction	introduction	NOUN
bioscience-10	415	2	to	to	ADP
bioscience-10	415	3	machine	machine	NOUN
bioscience-10	415	4	learning	learn	VERB
bioscience-10	415	5	with	with	ADP
bioscience-10	415	6	python	python	NOUN
bioscience-10	415	7	:	:	PUNCT
bioscience-10	415	8	a	a	DET
bioscience-10	415	9	guide	guide	NOUN
bioscience-10	415	10	for	for	ADP
bioscience-10	415	11	data	data	NOUN
bioscience-10	415	12	scientists	scientist	NOUN
bioscience-10	415	13	.	.	PUNCT
bioscience-10	416	1	―	―	INTJ
bioscience-10	416	2	o’reilly	o’reilly	ADJ
bioscience-10	416	3	media	medium	NOUN
bioscience-10	416	4	,	,	PUNCT
bioscience-10	416	5	inc	inc	PROPN
bioscience-10	416	6	.	.	PROPN
bioscience-10	416	7	;	;	PUNCT
bioscience-10	416	8	2016	2016	NUM
bioscience-10	416	9	.	.	X
bioscience-10	417	1	59	59	NUM
bioscience-10	417	2	.	.	PUNCT
bioscience-10	417	3	ortega	ortega	PROPN
bioscience-10	417	4	a.	a.	PROPN
bioscience-10	417	5	three	three	NUM
bioscience-10	417	6	tips	tip	NOUN
bioscience-10	417	7	to	to	PART
bioscience-10	417	8	achieve	achieve	VERB
bioscience-10	417	9	academic	academic	ADJ
bioscience-10	417	10	success	success	NOUN
bioscience-10	417	11	—	—	PUNCT
bioscience-10	417	12	while	while	SCONJ
bioscience-10	417	13	enjoying	enjoy	VERB
bioscience-10	417	14	a	a	DET
bioscience-10	417	15	social	social	ADJ
bioscience-10	417	16	life	life	NOUN
bioscience-10	417	17	.	.	PUNCT
bioscience-10	418	1	nature	nature	NOUN
bioscience-10	418	2	.	.	PUNCT
bioscience-10	419	1	2019	2019	NUM
bioscience-10	419	2	60	60	NUM
bioscience-10	419	3	.	.	PUNCT
bioscience-10	420	1	nettle	nettle	PROPN
bioscience-10	420	2	d.	d.	PROPN
bioscience-10	420	3	schizotypy	schizotypy	PROPN
bioscience-10	420	4	and	and	CCONJ
bioscience-10	420	5	mental	mental	ADJ
bioscience-10	420	6	health	health	NOUN
bioscience-10	420	7	amongst	amongst	ADP
bioscience-10	420	8	poets	poet	NOUN
bioscience-10	420	9	,	,	PUNCT
bioscience-10	420	10	visual	visual	ADJ
bioscience-10	420	11	artists	artist	NOUN
bioscience-10	420	12	,	,	PUNCT
bioscience-10	420	13	and	and	CCONJ
bioscience-10	420	14	mathematicians	mathematicians	PROPN
bioscience-10	420	15	.	.	PUNCT
bioscience-10	421	1	j	j	PROPN
bioscience-10	421	2	res	re	NOUN
bioscience-10	421	3	pers	per	NOUN
bioscience-10	421	4	.	.	PUNCT
bioscience-10	422	1	2006;40(6):876–90	2006;40(6):876–90	NUM
bioscience-10	422	2	.	.	X
bioscience-10	423	1	61	61	NUM
bioscience-10	423	2	.	.	PUNCT
bioscience-10	423	3	fernee	fernee	PROPN
bioscience-10	423	4	cr	cr	PROPN
bioscience-10	423	5	,	,	PUNCT
bioscience-10	423	6	gabrielsen	gabrielsen	VERB
bioscience-10	423	7	le	le	PROPN
bioscience-10	423	8	,	,	PUNCT
bioscience-10	423	9	andersen	andersen	PROPN
bioscience-10	423	10	ajw	ajw	PROPN
bioscience-10	423	11	,	,	PUNCT
bioscience-10	423	12	mesel	mesel	ADJ
bioscience-10	423	13	t.	t.	NOUN
bioscience-10	423	14	therapy	therapy	NOUN
bioscience-10	423	15	in	in	ADP
bioscience-10	423	16	the	the	DET
bioscience-10	423	17	open	open	ADJ
bioscience-10	423	18	air	air	NOUN
bioscience-10	423	19	:	:	PUNCT
bioscience-10	423	20	introducing	introduce	VERB
bioscience-10	423	21	wilderness	wilderness	NOUN
bioscience-10	423	22	therapy	therapy	NOUN
bioscience-10	423	23	to	to	ADP
bioscience-10	423	24	adolescent	adolescent	ADJ
bioscience-10	423	25	mental	mental	ADJ
bioscience-10	423	26	health	health	NOUN
bioscience-10	423	27	services	service	NOUN
bioscience-10	423	28	in	in	ADP
bioscience-10	423	29	scandinavia	scandinavia	PROPN
bioscience-10	423	30	.	.	PUNCT
bioscience-10	424	1	scand	scand	PROPN
bioscience-10	424	2	psychol	psychol	PROPN
bioscience-10	424	3	.	.	PUNCT
bioscience-10	425	1	2015;2	2015;2	NUM
bioscience-10	425	2	.	.	PUNCT
bioscience-10	426	1	62	62	NUM
bioscience-10	426	2	.	.	PUNCT
bioscience-10	427	1	paluska	paluska	PROPN
bioscience-10	427	2	sa	sa	PROPN
bioscience-10	427	3	,	,	PUNCT
bioscience-10	427	4	schwenk	schwenk	PROPN
bioscience-10	427	5	tl	tl	PROPN
bioscience-10	427	6	.	.	PUNCT
bioscience-10	427	7	physical	physical	ADJ
bioscience-10	427	8	activity	activity	NOUN
bioscience-10	427	9	and	and	CCONJ
bioscience-10	427	10	mental	mental	ADJ
bioscience-10	427	11	health	health	NOUN
bioscience-10	427	12	.	.	PUNCT
bioscience-10	428	1	sport	sport	NOUN
bioscience-10	428	2	med	med	PROPN
bioscience-10	428	3	.	.	PUNCT
bioscience-10	429	1	2000;29(3):167–80	2000;29(3):167–80	NUM
bioscience-10	429	2	.	.	PUNCT