id	sid	tid	token	lemma	pos
ssh-187	1	1	bcp	bcp	VERB
ssh-187	1	2	social	social	PROPN
ssh-187	1	3	sciences	sciences	PROPN
ssh-187	1	4	&	&	CCONJ
ssh-187	1	5	humanities	humanity	NOUN
ssh-187	1	6	erss	erss	VERB
ssh-187	1	7	2021	2021	NUM
ssh-187	1	8	volume	volume	NOUN
ssh-187	1	9	14	14	NUM
ssh-187	1	10	(	(	PUNCT
ssh-187	1	11	2021	2021	NUM
ssh-187	1	12	)	)	PUNCT
ssh-187	1	13	163	163	NUM
ssh-187	1	14	employment	employment	NOUN
ssh-187	1	15	data	datum	NOUN
ssh-187	1	16	analysis	analysis	NOUN
ssh-187	1	17	based	base	VERB
ssh-187	1	18	on	on	ADP
ssh-187	1	19	python	python	PROPN
ssh-187	1	20	crawler	crawler	NOUN
ssh-187	1	21	technology	technology	PROPN
ssh-187	1	22	li	li	PROPN
ssh-187	1	23	li	li	PROPN
ssh-187	1	24	college	college	PROPN
ssh-187	1	25	of	of	ADP
ssh-187	1	26	information	information	NOUN
ssh-187	1	27	engineering	engineering	PROPN
ssh-187	1	28	,	,	PUNCT
ssh-187	1	29	yunnan	yunnan	PROPN
ssh-187	1	30	vocational	vocational	PROPN
ssh-187	1	31	college	college	PROPN
ssh-187	1	32	of	of	ADP
ssh-187	1	33	mechanical	mechanical	ADJ
ssh-187	1	34	and	and	CCONJ
ssh-187	1	35	electrical	electrical	ADJ
ssh-187	1	36	technology	technology	NOUN
ssh-187	1	37	,	,	PUNCT
ssh-187	1	38	kunming	kunme	VERB
ssh-187	1	39	650000	650000	NUM
ssh-187	1	40	,	,	PUNCT
ssh-187	1	41	china	china	PROPN
ssh-187	1	42	abstract	abstract	NOUN
ssh-187	1	43	.	.	PUNCT
ssh-187	2	1	with	with	ADP
ssh-187	2	2	the	the	DET
ssh-187	2	3	explosive	explosive	ADJ
ssh-187	2	4	growth	growth	NOUN
ssh-187	2	5	of	of	ADP
ssh-187	2	6	network	network	NOUN
ssh-187	2	7	information	information	NOUN
ssh-187	2	8	and	and	CCONJ
ssh-187	2	9	the	the	DET
ssh-187	2	10	advent	advent	NOUN
ssh-187	2	11	of	of	ADP
ssh-187	2	12	the	the	DET
ssh-187	2	13	era	era	NOUN
ssh-187	2	14	of	of	ADP
ssh-187	2	15	big	big	ADJ
ssh-187	2	16	data	datum	NOUN
ssh-187	2	17	,	,	PUNCT
ssh-187	2	18	it	it	PRON
ssh-187	2	19	is	be	AUX
ssh-187	2	20	of	of	ADP
ssh-187	2	21	great	great	ADJ
ssh-187	2	22	significance	significance	NOUN
ssh-187	2	23	to	to	PART
ssh-187	2	24	analyze	analyze	VERB
ssh-187	2	25	and	and	CCONJ
ssh-187	2	26	process	process	NOUN
ssh-187	2	27	employment	employment	NOUN
ssh-187	2	28	data	datum	NOUN
ssh-187	2	29	by	by	ADP
ssh-187	2	30	using	use	VERB
ssh-187	2	31	web	web	NOUN
ssh-187	2	32	crawler	crawler	NOUN
ssh-187	2	33	technology	technology	NOUN
ssh-187	2	34	.	.	PUNCT
ssh-187	3	1	this	this	DET
ssh-187	3	2	article	article	NOUN
ssh-187	3	3	takes	take	VERB
ssh-187	3	4	lagou.com	lagou.com	X
ssh-187	3	5	as	as	ADP
ssh-187	3	6	an	an	DET
ssh-187	3	7	example	example	NOUN
ssh-187	3	8	,	,	PUNCT
ssh-187	3	9	uses	use	VERB
ssh-187	3	10	crawler	crawler	NOUN
ssh-187	3	11	technology	technology	NOUN
ssh-187	3	12	to	to	PART
ssh-187	3	13	collect	collect	VERB
ssh-187	3	14	data	datum	NOUN
ssh-187	3	15	on	on	ADP
ssh-187	3	16	the	the	DET
ssh-187	3	17	basis	basis	NOUN
ssh-187	3	18	of	of	ADP
ssh-187	3	19	python	python	NOUN
ssh-187	3	20	and	and	CCONJ
ssh-187	3	21	mysql	mysql	NOUN
ssh-187	3	22	,	,	PUNCT
ssh-187	3	23	and	and	CCONJ
ssh-187	3	24	analyzes	analyze	VERB
ssh-187	3	25	the	the	DET
ssh-187	3	26	collected	collect	VERB
ssh-187	3	27	employment	employment	NOUN
ssh-187	3	28	data	datum	NOUN
ssh-187	3	29	in	in	ADP
ssh-187	3	30	various	various	ADJ
ssh-187	3	31	aspects	aspect	NOUN
ssh-187	3	32	,	,	PUNCT
ssh-187	3	33	and	and	CCONJ
ssh-187	3	34	uses	use	VERB
ssh-187	3	35	these	these	DET
ssh-187	3	36	data	datum	NOUN
ssh-187	3	37	analysis	analysis	NOUN
ssh-187	3	38	results	result	NOUN
ssh-187	3	39	to	to	PART
ssh-187	3	40	help	help	VERB
ssh-187	3	41	college	college	NOUN
ssh-187	3	42	students	student	NOUN
ssh-187	3	43	in	in	ADP
ssh-187	3	44	their	their	PRON
ssh-187	3	45	employment	employment	NOUN
ssh-187	3	46	and	and	CCONJ
ssh-187	3	47	career	career	NOUN
ssh-187	3	48	planning	planning	NOUN
ssh-187	3	49	.	.	PUNCT
ssh-187	4	1	provide	provide	VERB
ssh-187	4	2	reference	reference	NOUN
ssh-187	4	3	basis	basis	NOUN
ssh-187	4	4	,	,	PUNCT
ssh-187	4	5	provide	provide	VERB
ssh-187	4	6	objective	objective	ADJ
ssh-187	4	7	reference	reference	NOUN
ssh-187	4	8	.	.	PUNCT
ssh-187	5	1	keywords	keyword	NOUN
ssh-187	5	2	:	:	PUNCT
ssh-187	5	3	python	python	NOUN
ssh-187	5	4	;	;	PUNCT
ssh-187	5	5	crawler	crawler	NOUN
ssh-187	5	6	;	;	PUNCT
ssh-187	5	7	employment	employment	NOUN
ssh-187	5	8	;	;	PUNCT
ssh-187	5	9	data	datum	NOUN
ssh-187	5	10	analysis	analysis	NOUN
ssh-187	5	11	.	.	PUNCT
ssh-187	6	1	1	1	X
ssh-187	6	2	.	.	X
ssh-187	6	3	introduction	introduction	NOUN
ssh-187	6	4	in	in	ADP
ssh-187	6	5	recent	recent	ADJ
ssh-187	6	6	years	year	NOUN
ssh-187	6	7	,	,	PUNCT
ssh-187	6	8	with	with	ADP
ssh-187	6	9	the	the	DET
ssh-187	6	10	progress	progress	NOUN
ssh-187	6	11	of	of	ADP
ssh-187	6	12	human	human	ADJ
ssh-187	6	13	society	society	NOUN
ssh-187	6	14	and	and	CCONJ
ssh-187	6	15	the	the	DET
ssh-187	6	16	rapid	rapid	ADJ
ssh-187	6	17	development	development	NOUN
ssh-187	6	18	of	of	ADP
ssh-187	6	19	the	the	DET
ssh-187	6	20	internet	internet	NOUN
ssh-187	6	21	industry	industry	NOUN
ssh-187	6	22	,	,	PUNCT
ssh-187	6	23	the	the	DET
ssh-187	6	24	amount	amount	NOUN
ssh-187	6	25	of	of	ADP
ssh-187	6	26	social	social	ADJ
ssh-187	6	27	information	information	NOUN
ssh-187	6	28	has	have	AUX
ssh-187	6	29	been	be	AUX
ssh-187	6	30	accumulating	accumulate	VERB
ssh-187	6	31	and	and	CCONJ
ssh-187	6	32	growing	grow	VERB
ssh-187	6	33	explosively	explosively	ADV
ssh-187	6	34	.	.	PUNCT
ssh-187	7	1	it	it	PRON
ssh-187	7	2	can	can	AUX
ssh-187	7	3	be	be	AUX
ssh-187	7	4	said	say	VERB
ssh-187	7	5	that	that	SCONJ
ssh-187	7	6	the	the	DET
ssh-187	7	7	era	era	NOUN
ssh-187	7	8	of	of	ADP
ssh-187	7	9	big	big	ADJ
ssh-187	7	10	data	datum	NOUN
ssh-187	7	11	has	have	AUX
ssh-187	7	12	come	come	VERB
ssh-187	7	13	in	in	ADP
ssh-187	7	14	an	an	DET
ssh-187	7	15	all	all	ADV
ssh-187	7	16	-	-	PUNCT
ssh-187	7	17	round	round	ADJ
ssh-187	7	18	way	way	NOUN
ssh-187	7	19	.	.	PUNCT
ssh-187	8	1	at	at	ADP
ssh-187	8	2	the	the	DET
ssh-187	8	3	same	same	ADJ
ssh-187	8	4	time	time	NOUN
ssh-187	8	5	,	,	PUNCT
ssh-187	8	6	as	as	ADP
ssh-187	8	7	an	an	DET
ssh-187	8	8	important	important	ADJ
ssh-187	8	9	way	way	NOUN
ssh-187	8	10	for	for	ADP
ssh-187	8	11	enterprises	enterprise	NOUN
ssh-187	8	12	to	to	PART
ssh-187	8	13	recruit	recruit	NOUN
ssh-187	8	14	talents	talent	NOUN
ssh-187	8	15	,	,	PUNCT
ssh-187	8	16	online	online	ADJ
ssh-187	8	17	recruitment	recruitment	NOUN
ssh-187	8	18	has	have	VERB
ssh-187	8	19	the	the	DET
ssh-187	8	20	advantages	advantage	NOUN
ssh-187	8	21	of	of	ADP
ssh-187	8	22	low	low	ADJ
ssh-187	8	23	cost	cost	NOUN
ssh-187	8	24	,	,	PUNCT
ssh-187	8	25	flexibility	flexibility	NOUN
ssh-187	8	26	,	,	PUNCT
ssh-187	8	27	strong	strong	ADJ
ssh-187	8	28	pertinence	pertinence	NOUN
ssh-187	8	29	,	,	PUNCT
ssh-187	8	30	abundant	abundant	ADJ
ssh-187	8	31	resources	resource	NOUN
ssh-187	8	32	and	and	CCONJ
ssh-187	8	33	wide	wide	ADJ
ssh-187	8	34	coverage	coverage	NOUN
ssh-187	8	35	,	,	PUNCT
ssh-187	8	36	compared	compare	VERB
ssh-187	8	37	with	with	ADP
ssh-187	8	38	offline	offline	ADJ
ssh-187	8	39	recruitment	recruitment	NOUN
ssh-187	8	40	with	with	ADP
ssh-187	8	41	cumbersome	cumbersome	ADJ
ssh-187	8	42	process	process	NOUN
ssh-187	8	43	,	,	PUNCT
ssh-187	8	44	time	time	NOUN
ssh-187	8	45	-	-	PUNCT
ssh-187	8	46	consuming	consume	VERB
ssh-187	8	47	and	and	CCONJ
ssh-187	8	48	narrow	narrow	ADJ
ssh-187	8	49	communication	communication	NOUN
ssh-187	8	50	channels	channel	NOUN
ssh-187	8	51	.	.	PUNCT
ssh-187	9	1	it	it	PRON
ssh-187	9	2	is	be	AUX
ssh-187	9	3	usually	usually	ADV
ssh-187	9	4	the	the	DET
ssh-187	9	5	source	source	NOUN
ssh-187	9	6	of	of	ADP
ssh-187	9	7	information	information	NOUN
ssh-187	9	8	that	that	SCONJ
ssh-187	9	9	contemporary	contemporary	ADJ
ssh-187	9	10	college	college	NOUN
ssh-187	9	11	students	student	NOUN
ssh-187	9	12	need	need	VERB
ssh-187	9	13	to	to	PART
ssh-187	9	14	pay	pay	VERB
ssh-187	9	15	close	close	ADJ
ssh-187	9	16	attention	attention	NOUN
ssh-187	9	17	to	to	ADP
ssh-187	9	18	when	when	SCONJ
ssh-187	9	19	seeking	seek	VERB
ssh-187	9	20	jobs	job	NOUN
ssh-187	9	21	.	.	PUNCT
ssh-187	10	1	with	with	ADP
ssh-187	10	2	the	the	DET
ssh-187	10	3	growth	growth	NOUN
ssh-187	10	4	of	of	ADP
ssh-187	10	5	online	online	ADJ
ssh-187	10	6	recruitment	recruitment	NOUN
ssh-187	10	7	scale	scale	NOUN
ssh-187	10	8	,	,	PUNCT
ssh-187	10	9	a	a	DET
ssh-187	10	10	large	large	ADJ
ssh-187	10	11	number	number	NOUN
ssh-187	10	12	of	of	ADP
ssh-187	10	13	recruitment	recruitment	NOUN
ssh-187	10	14	websites	website	NOUN
ssh-187	10	15	appear	appear	VERB
ssh-187	10	16	,	,	PUNCT
ssh-187	10	17	and	and	CCONJ
ssh-187	10	18	the	the	DET
ssh-187	10	19	recruitment	recruitment	NOUN
ssh-187	10	20	information	information	NOUN
ssh-187	10	21	contained	contain	VERB
ssh-187	10	22	in	in	ADP
ssh-187	10	23	these	these	DET
ssh-187	10	24	websites	website	NOUN
ssh-187	10	25	also	also	ADV
ssh-187	10	26	provides	provide	VERB
ssh-187	10	27	researchers	researcher	NOUN
ssh-187	10	28	with	with	ADP
ssh-187	10	29	a	a	DET
ssh-187	10	30	large	large	ADJ
ssh-187	10	31	amount	amount	NOUN
ssh-187	10	32	of	of	ADP
ssh-187	10	33	data	datum	NOUN
ssh-187	10	34	.	.	PUNCT
ssh-187	11	1	therefore	therefore	ADV
ssh-187	11	2	,	,	PUNCT
ssh-187	11	3	by	by	ADP
ssh-187	11	4	analyzing	analyze	VERB
ssh-187	11	5	the	the	DET
ssh-187	11	6	data	datum	NOUN
ssh-187	11	7	of	of	ADP
ssh-187	11	8	the	the	DET
ssh-187	11	9	recruitment	recruitment	NOUN
ssh-187	11	10	website	website	NOUN
ssh-187	11	11	,	,	PUNCT
ssh-187	11	12	we	we	PRON
ssh-187	11	13	can	can	AUX
ssh-187	11	14	explore	explore	VERB
ssh-187	11	15	the	the	DET
ssh-187	11	16	requirements	requirement	NOUN
ssh-187	11	17	of	of	ADP
ssh-187	11	18	relevant	relevant	ADJ
ssh-187	11	19	enterprises	enterprise	NOUN
ssh-187	11	20	for	for	ADP
ssh-187	11	21	professional	professional	ADJ
ssh-187	11	22	ability	ability	NOUN
ssh-187	11	23	and	and	CCONJ
ssh-187	11	24	talent	talent	NOUN
ssh-187	11	25	demand	demand	NOUN
ssh-187	11	26	,	,	PUNCT
ssh-187	11	27	and	and	CCONJ
ssh-187	11	28	at	at	ADP
ssh-187	11	29	the	the	DET
ssh-187	11	30	same	same	ADJ
ssh-187	11	31	time	time	NOUN
ssh-187	11	32	provide	provide	VERB
ssh-187	11	33	a	a	DET
ssh-187	11	34	more	more	ADV
ssh-187	11	35	objective	objective	ADJ
ssh-187	11	36	reference	reference	NOUN
ssh-187	11	37	for	for	ADP
ssh-187	11	38	college	college	NOUN
ssh-187	11	39	students	student	NOUN
ssh-187	11	40	.	.	PUNCT
ssh-187	12	1	2	2	X
ssh-187	12	2	.	.	NUM
ssh-187	12	3	related	relate	VERB
ssh-187	12	4	technologies	technology	NOUN
ssh-187	12	5	and	and	CCONJ
ssh-187	12	6	technical	technical	ADJ
ssh-187	12	7	indicators	indicator	NOUN
ssh-187	12	8	of	of	ADP
ssh-187	12	9	the	the	DET
ssh-187	12	10	research	research	NOUN
ssh-187	12	11	2.1	2.1	NUM
ssh-187	12	12	python	python	NOUN
ssh-187	12	13	python	python	NOUN
ssh-187	12	14	is	be	AUX
ssh-187	12	15	a	a	DET
ssh-187	12	16	cross	cross	ADJ
ssh-187	12	17	-	-	NOUN
ssh-187	12	18	platform	platform	ADJ
ssh-187	12	19	,	,	PUNCT
ssh-187	12	20	open	open	ADJ
ssh-187	12	21	source	source	NOUN
ssh-187	12	22	and	and	CCONJ
ssh-187	12	23	free	free	ADJ
ssh-187	12	24	interpretive	interpretive	ADJ
ssh-187	12	25	high	high	ADJ
ssh-187	12	26	-	-	PUNCT
ssh-187	12	27	level	level	NOUN
ssh-187	12	28	dynamic	dynamic	ADJ
ssh-187	12	29	programming	programming	NOUN
ssh-187	12	30	language	language	NOUN
ssh-187	12	31	.	.	PUNCT
ssh-187	13	1	it	it	PRON
ssh-187	13	2	supports	support	VERB
ssh-187	13	3	imperative	imperative	ADJ
ssh-187	13	4	programming	programming	NOUN
ssh-187	13	5	,	,	PUNCT
ssh-187	13	6	object	object	NOUN
ssh-187	13	7	-	-	PUNCT
ssh-187	13	8	oriented	orient	VERB
ssh-187	13	9	programming	programming	NOUN
ssh-187	13	10	and	and	CCONJ
ssh-187	13	11	functional	functional	ADJ
ssh-187	13	12	programming	programming	NOUN
ssh-187	13	13	.	.	PUNCT
ssh-187	14	1	it	it	PRON
ssh-187	14	2	includes	include	VERB
ssh-187	14	3	a	a	PRON
ssh-187	14	4	perfect	perfect	ADJ
ssh-187	14	5	and	and	CCONJ
ssh-187	14	6	easy	easy	ADJ
ssh-187	14	7	to	to	PART
ssh-187	14	8	understand	understand	VERB
ssh-187	14	9	standard	standard	ADJ
ssh-187	14	10	library	library	NOUN
ssh-187	14	11	and	and	CCONJ
ssh-187	14	12	a	a	DET
ssh-187	14	13	rich	rich	ADJ
ssh-187	14	14	third	third	ADJ
ssh-187	14	15	-	-	PUNCT
ssh-187	14	16	party	party	NOUN
ssh-187	14	17	opensource	opensource	NOUN
ssh-187	14	18	library	library	NOUN
ssh-187	14	19	,	,	PUNCT
ssh-187	14	20	so	so	SCONJ
ssh-187	14	21	that	that	SCONJ
ssh-187	14	22	users	user	NOUN
ssh-187	14	23	can	can	AUX
ssh-187	14	24	easily	easily	ADV
ssh-187	14	25	complete	complete	VERB
ssh-187	14	26	development	development	NOUN
ssh-187	14	27	tasks	task	NOUN
ssh-187	14	28	.	.	PUNCT
ssh-187	15	1	2.2	2.2	NUM
ssh-187	15	2	web	web	NOUN
ssh-187	15	3	crawler	crawler	NOUN
ssh-187	15	4	since	since	SCONJ
ssh-187	15	5	matthew	matthew	PROPN
ssh-187	15	6	gray	gray	PROPN
ssh-187	15	7	’s	’s	PART
ssh-187	15	8	wandered	wander	VERB
ssh-187	15	9	developed	develop	VERB
ssh-187	15	10	the	the	DET
ssh-187	15	11	first	first	ADJ
ssh-187	15	12	recorded	record	VERB
ssh-187	15	13	web	web	NOUN
ssh-187	15	14	crawler	crawler	NOUN
ssh-187	15	15	at	at	ADP
ssh-187	15	16	the	the	DET
ssh-187	15	17	massachusetts	massachusetts	PROPN
ssh-187	15	18	institute	institute	PROPN
ssh-187	15	19	of	of	ADP
ssh-187	15	20	technology	technology	NOUN
ssh-187	15	21	in	in	ADP
ssh-187	15	22	early	early	ADJ
ssh-187	15	23	1993	1993	NUM
ssh-187	15	24	,	,	PUNCT
ssh-187	15	25	crawler	crawler	NOUN
ssh-187	15	26	technology	technology	NOUN
ssh-187	15	27	has	have	AUX
ssh-187	15	28	undergone	undergo	VERB
ssh-187	15	29	more	more	ADJ
ssh-187	15	30	than	than	ADP
ssh-187	15	31	20	20	NUM
ssh-187	15	32	years	year	NOUN
ssh-187	15	33	of	of	ADP
ssh-187	15	34	development	development	NOUN
ssh-187	15	35	,	,	PUNCT
ssh-187	15	36	and	and	CCONJ
ssh-187	15	37	the	the	DET
ssh-187	15	38	technology	technology	NOUN
ssh-187	15	39	has	have	AUX
ssh-187	15	40	become	become	VERB
ssh-187	15	41	increasingly	increasingly	ADV
ssh-187	15	42	diverse	diverse	ADJ
ssh-187	15	43	.	.	PUNCT
ssh-187	16	1	in	in	ADP
ssh-187	16	2	order	order	NOUN
ssh-187	16	3	to	to	PART
ssh-187	16	4	meet	meet	VERB
ssh-187	16	5	the	the	DET
ssh-187	16	6	diverse	diverse	ADJ
ssh-187	16	7	needs	need	NOUN
ssh-187	16	8	of	of	ADP
ssh-187	16	9	different	different	ADJ
ssh-187	16	10	users	user	NOUN
ssh-187	16	11	,	,	PUNCT
ssh-187	16	12	many	many	ADJ
ssh-187	16	13	types	type	NOUN
ssh-187	16	14	of	of	ADP
ssh-187	16	15	crawler	crawler	NOUN
ssh-187	16	16	systems	system	NOUN
ssh-187	16	17	have	have	AUX
ssh-187	16	18	been	be	AUX
ssh-187	16	19	created	create	VERB
ssh-187	16	20	and	and	CCONJ
ssh-187	16	21	developed	develop	VERB
ssh-187	16	22	.	.	PUNCT
ssh-187	17	1	according	accord	VERB
ssh-187	17	2	to	to	ADP
ssh-187	17	3	the	the	DET
ssh-187	17	4	system	system	NOUN
ssh-187	17	5	structure	structure	NOUN
ssh-187	17	6	and	and	CCONJ
ssh-187	17	7	implementation	implementation	NOUN
ssh-187	17	8	technology	technology	NOUN
ssh-187	17	9	,	,	PUNCT
ssh-187	17	10	web	web	NOUN
ssh-187	17	11	crawler	crawler	NOUN
ssh-187	17	12	can	can	AUX
ssh-187	17	13	be	be	AUX
ssh-187	17	14	roughly	roughly	ADV
ssh-187	17	15	divided	divide	VERB
ssh-187	17	16	into	into	ADP
ssh-187	17	17	general	general	ADJ
ssh-187	17	18	web	web	NOUN
ssh-187	17	19	crawler	crawler	NOUN
ssh-187	17	20	:	:	PUNCT
ssh-187	17	21	whole	whole	ADJ
ssh-187	17	22	web	web	NOUN
ssh-187	17	23	crawler	crawler	NOUN
ssh-187	17	24	,	,	PUNCT
ssh-187	17	25	focused	focus	VERB
ssh-187	17	26	web	web	NOUN
ssh-187	17	27	crawler	crawler	NOUN
ssh-187	17	28	,	,	PUNCT
ssh-187	17	29	incremental	incremental	ADJ
ssh-187	17	30	web	web	NOUN
ssh-187	17	31	crawler	crawler	NOUN
ssh-187	17	32	and	and	CCONJ
ssh-187	17	33	deep	deep	ADJ
ssh-187	17	34	web	web	NOUN
ssh-187	17	35	crawler	crawler	NOUN
ssh-187	17	36	.	.	PUNCT
ssh-187	18	1	crawler	crawler	NOUN
ssh-187	18	2	technology	technology	NOUN
ssh-187	18	3	is	be	AUX
ssh-187	18	4	quickly	quickly	ADV
ssh-187	18	5	used	use	VERB
ssh-187	18	6	in	in	ADP
ssh-187	18	7	search	search	NOUN
ssh-187	18	8	engines	engine	NOUN
ssh-187	18	9	or	or	CCONJ
ssh-187	18	10	other	other	ADJ
ssh-187	18	11	related	relate	VERB
ssh-187	18	12	websites	website	NOUN
ssh-187	18	13	to	to	PART
ssh-187	18	14	get	get	VERB
ssh-187	18	15	the	the	DET
ssh-187	18	16	content	content	NOUN
ssh-187	18	17	and	and	CCONJ
ssh-187	18	18	other	other	ADJ
ssh-187	18	19	data	datum	NOUN
ssh-187	18	20	of	of	ADP
ssh-187	18	21	data	datum	NOUN
ssh-187	18	22	websites	website	NOUN
ssh-187	18	23	in	in	ADP
ssh-187	18	24	time	time	NOUN
ssh-187	18	25	.	.	PUNCT
ssh-187	19	1	the	the	DET
ssh-187	19	2	web	web	NOUN
ssh-187	19	3	crawler	crawler	NOUN
ssh-187	19	4	can	can	AUX
ssh-187	19	5	automatically	automatically	ADV
ssh-187	19	6	collect	collect	VERB
ssh-187	19	7	all	all	DET
ssh-187	19	8	accessible	accessible	ADJ
ssh-187	19	9	web	web	NOUN
ssh-187	19	10	pages	page	NOUN
ssh-187	19	11	and	and	CCONJ
ssh-187	19	12	their	their	PRON
ssh-187	19	13	contents	content	NOUN
ssh-187	19	14	by	by	ADP
ssh-187	19	15	setting	set	VERB
ssh-187	19	16	,	,	PUNCT
ssh-187	19	17	and	and	CCONJ
ssh-187	19	18	the	the	DET
ssh-187	19	19	collected	collect	VERB
ssh-187	19	20	data	datum	NOUN
ssh-187	19	21	can	can	AUX
ssh-187	19	22	be	be	AUX
ssh-187	19	23	further	far	ADV
ssh-187	19	24	processed	process	VERB
ssh-187	19	25	by	by	ADP
ssh-187	19	26	the	the	DET
ssh-187	19	27	search	search	NOUN
ssh-187	19	28	engine	engine	NOUN
ssh-187	19	29	,	,	PUNCT
ssh-187	19	30	so	so	SCONJ
ssh-187	19	31	that	that	SCONJ
ssh-187	19	32	users	user	NOUN
ssh-187	19	33	can	can	AUX
ssh-187	19	34	accurately	accurately	ADV
ssh-187	19	35	obtain	obtain	VERB
ssh-187	19	36	the	the	DET
ssh-187	19	37	required	require	VERB
ssh-187	19	38	information	information	NOUN
ssh-187	19	39	at	at	ADP
ssh-187	19	40	the	the	DET
ssh-187	19	41	first	first	ADJ
ssh-187	19	42	time	time	NOUN
ssh-187	19	43	.	.	PUNCT
ssh-187	20	1	bcp	bcp	VERB
ssh-187	20	2	social	social	PROPN
ssh-187	20	3	sciences	sciences	PROPN
ssh-187	20	4	&	&	CCONJ
ssh-187	20	5	humanities	humanity	NOUN
ssh-187	20	6	erss	erss	VERB
ssh-187	20	7	2021	2021	NUM
ssh-187	20	8	volume	volume	NOUN
ssh-187	20	9	14	14	NUM
ssh-187	20	10	(	(	PUNCT
ssh-187	20	11	2021	2021	NUM
ssh-187	20	12	)	)	PUNCT
ssh-187	20	13	164	164	NUM
ssh-187	20	14	according	accord	VERB
ssh-187	20	15	to	to	ADP
ssh-187	20	16	the	the	DET
ssh-187	20	17	system	system	NOUN
ssh-187	20	18	structure	structure	NOUN
ssh-187	20	19	and	and	CCONJ
ssh-187	20	20	implementation	implementation	NOUN
ssh-187	20	21	technology	technology	NOUN
ssh-187	20	22	,	,	PUNCT
ssh-187	20	23	web	web	NOUN
ssh-187	20	24	crawler	crawler	NOUN
ssh-187	20	25	can	can	AUX
ssh-187	20	26	be	be	AUX
ssh-187	20	27	roughly	roughly	ADV
ssh-187	20	28	divided	divide	VERB
ssh-187	20	29	into	into	ADP
ssh-187	20	30	the	the	DET
ssh-187	20	31	following	follow	VERB
ssh-187	20	32	types	type	NOUN
ssh-187	20	33	.	.	PUNCT
ssh-187	21	1	2.2.1	2.2.1	NUM
ssh-187	21	2	universal	universal	ADJ
ssh-187	21	3	web	web	NOUN
ssh-187	21	4	crawler	crawler	NOUN
ssh-187	21	5	universal	universal	ADJ
ssh-187	21	6	web	web	NOUN
ssh-187	21	7	crawler	crawler	NOUN
ssh-187	21	8	,	,	PUNCT
ssh-187	21	9	also	also	ADV
ssh-187	21	10	known	know	VERB
ssh-187	21	11	as	as	ADP
ssh-187	21	12	the	the	DET
ssh-187	21	13	whole	whole	ADJ
ssh-187	21	14	web	web	NOUN
ssh-187	21	15	crawler	crawler	NOUN
ssh-187	21	16	,	,	PUNCT
ssh-187	21	17	extends	extend	VERB
ssh-187	21	18	its	its	PRON
ssh-187	21	19	crawling	crawling	NOUN
ssh-187	21	20	objects	object	NOUN
ssh-187	21	21	from	from	ADP
ssh-187	21	22	a	a	DET
ssh-187	21	23	batch	batch	NOUN
ssh-187	21	24	of	of	ADP
ssh-187	21	25	seed	seed	NOUN
ssh-187	21	26	urls	url	NOUN
ssh-187	21	27	to	to	ADP
ssh-187	21	28	the	the	DET
ssh-187	21	29	whole	whole	ADJ
ssh-187	21	30	network	network	NOUN
ssh-187	21	31	,	,	PUNCT
ssh-187	21	32	which	which	PRON
ssh-187	21	33	is	be	AUX
ssh-187	21	34	mainly	mainly	ADV
ssh-187	21	35	used	use	VERB
ssh-187	21	36	by	by	ADP
ssh-187	21	37	search	search	NOUN
ssh-187	21	38	engines	engine	NOUN
ssh-187	21	39	or	or	CCONJ
ssh-187	21	40	large	large	ADJ
ssh-187	21	41	web	web	NOUN
ssh-187	21	42	service	service	NOUN
ssh-187	21	43	providers	provider	NOUN
ssh-187	21	44	.	.	PUNCT
ssh-187	22	1	the	the	DET
ssh-187	22	2	crawling	crawl	VERB
ssh-187	22	3	range	range	NOUN
ssh-187	22	4	and	and	CCONJ
ssh-187	22	5	quantity	quantity	NOUN
ssh-187	22	6	of	of	ADP
ssh-187	22	7	this	this	DET
ssh-187	22	8	kind	kind	NOUN
ssh-187	22	9	of	of	ADP
ssh-187	22	10	crawler	crawler	NOUN
ssh-187	22	11	are	be	AUX
ssh-187	22	12	relatively	relatively	ADV
ssh-187	22	13	large	large	ADJ
ssh-187	22	14	,	,	PUNCT
ssh-187	22	15	and	and	CCONJ
ssh-187	22	16	the	the	DET
ssh-187	22	17	requirements	requirement	NOUN
ssh-187	22	18	for	for	ADP
ssh-187	22	19	crawling	crawl	VERB
ssh-187	22	20	speed	speed	NOUN
ssh-187	22	21	and	and	CCONJ
ssh-187	22	22	storage	storage	NOUN
ssh-187	22	23	space	space	NOUN
ssh-187	22	24	are	be	AUX
ssh-187	22	25	relatively	relatively	ADV
ssh-187	22	26	high	high	ADJ
ssh-187	22	27	,	,	PUNCT
ssh-187	22	28	while	while	SCONJ
ssh-187	22	29	the	the	DET
ssh-187	22	30	requirements	requirement	NOUN
ssh-187	22	31	for	for	ADP
ssh-187	22	32	crawling	crawl	VERB
ssh-187	22	33	page	page	NOUN
ssh-187	22	34	order	order	NOUN
ssh-187	22	35	are	be	AUX
ssh-187	22	36	relatively	relatively	ADV
ssh-187	22	37	low	low	ADJ
ssh-187	22	38	,	,	PUNCT
ssh-187	22	39	so	so	ADV
ssh-187	22	40	parallel	parallel	ADJ
ssh-187	22	41	work	work	NOUN
ssh-187	22	42	is	be	AUX
ssh-187	22	43	usually	usually	ADV
ssh-187	22	44	adopted	adopt	VERB
ssh-187	22	45	to	to	PART
ssh-187	22	46	deal	deal	VERB
ssh-187	22	47	with	with	ADP
ssh-187	22	48	a	a	DET
ssh-187	22	49	large	large	ADJ
ssh-187	22	50	number	number	NOUN
ssh-187	22	51	of	of	ADP
ssh-187	22	52	loan	loan	NOUN
ssh-187	22	53	refresh	refresh	NOUN
ssh-187	22	54	pages	page	NOUN
ssh-187	22	55	.	.	PUNCT
ssh-187	23	1	2.2.2	2.2.2	NUM
ssh-187	23	2	focus	focus	NOUN
ssh-187	23	3	on	on	ADP
ssh-187	23	4	web	web	NOUN
ssh-187	23	5	crawler	crawler	NOUN
ssh-187	23	6	focused	focus	VERB
ssh-187	23	7	web	web	NOUN
ssh-187	23	8	crawler	crawler	NOUN
ssh-187	23	9	,	,	PUNCT
ssh-187	23	10	also	also	ADV
ssh-187	23	11	known	know	VERB
ssh-187	23	12	as	as	ADP
ssh-187	23	13	topic	topic	NOUN
ssh-187	23	14	web	web	NOUN
ssh-187	23	15	crawler	crawler	NOUN
ssh-187	23	16	,	,	PUNCT
ssh-187	23	17	refers	refer	VERB
ssh-187	23	18	to	to	PART
ssh-187	23	19	selectively	selectively	ADV
ssh-187	23	20	crawling	crawl	VERB
ssh-187	23	21	web	web	NOUN
ssh-187	23	22	crawler	crawler	NOUN
ssh-187	23	23	related	relate	VERB
ssh-187	23	24	to	to	AUX
ssh-187	23	25	predefined	predefine	VERB
ssh-187	23	26	main	main	ADJ
ssh-187	23	27	pages	page	NOUN
ssh-187	23	28	.	.	PUNCT
ssh-187	24	1	compared	compare	VERB
ssh-187	24	2	with	with	ADP
ssh-187	24	3	the	the	DET
ssh-187	24	4	general	general	ADJ
ssh-187	24	5	web	web	NOUN
ssh-187	24	6	crawler	crawler	NOUN
ssh-187	24	7	,	,	PUNCT
ssh-187	24	8	the	the	DET
ssh-187	24	9	focus	focus	NOUN
ssh-187	24	10	crawler	crawler	NOUN
ssh-187	24	11	only	only	ADV
ssh-187	24	12	needs	need	VERB
ssh-187	24	13	to	to	PART
ssh-187	24	14	crawl	crawl	VERB
ssh-187	24	15	the	the	DET
ssh-187	24	16	pages	page	NOUN
ssh-187	24	17	related	relate	VERB
ssh-187	24	18	to	to	ADP
ssh-187	24	19	the	the	DET
ssh-187	24	20	topic	topic	NOUN
ssh-187	24	21	,	,	PUNCT
ssh-187	24	22	which	which	PRON
ssh-187	24	23	greatly	greatly	ADV
ssh-187	24	24	saves	save	VERB
ssh-187	24	25	hardware	hardware	NOUN
ssh-187	24	26	and	and	CCONJ
ssh-187	24	27	network	network	NOUN
ssh-187	24	28	resources	resource	NOUN
ssh-187	24	29	,	,	PUNCT
ssh-187	24	30	can	can	AUX
ssh-187	24	31	update	update	VERB
ssh-187	24	32	the	the	DET
ssh-187	24	33	saved	save	VERB
ssh-187	24	34	pages	page	NOUN
ssh-187	24	35	faster	fast	ADV
ssh-187	24	36	,	,	PUNCT
ssh-187	24	37	and	and	CCONJ
ssh-187	24	38	meet	meet	VERB
ssh-187	24	39	the	the	DET
ssh-187	24	40	needs	need	NOUN
ssh-187	24	41	of	of	ADP
ssh-187	24	42	specific	specific	ADJ
ssh-187	24	43	people	people	NOUN
ssh-187	24	44	for	for	ADP
ssh-187	24	45	information	information	NOUN
ssh-187	24	46	in	in	ADP
ssh-187	24	47	specific	specific	ADJ
ssh-187	24	48	fields	field	NOUN
ssh-187	24	49	.	.	PUNCT
ssh-187	25	1	2.2.3	2.2.3	NUM
ssh-187	25	2	incremental	incremental	ADJ
ssh-187	25	3	web	web	NOUN
ssh-187	25	4	crawler	crawler	NOUN
ssh-187	25	5	a	a	DET
ssh-187	25	6	crawler	crawler	NOUN
ssh-187	25	7	that	that	PRON
ssh-187	25	8	incrementally	incrementally	ADV
ssh-187	25	9	updates	update	NOUN
ssh-187	25	10	crawled	crawl	VERB
ssh-187	25	11	webpages	webpage	NOUN
ssh-187	25	12	or	or	CCONJ
ssh-187	25	13	crawls	crawl	VERB
ssh-187	25	14	only	only	ADV
ssh-187	25	15	newly	newly	ADV
ssh-187	25	16	generated	generate	VERB
ssh-187	25	17	or	or	CCONJ
ssh-187	25	18	changed	change	VERB
ssh-187	25	19	webpages	webpage	NOUN
ssh-187	25	20	.	.	PUNCT
ssh-187	26	1	this	this	DET
ssh-187	26	2	mechanism	mechanism	NOUN
ssh-187	26	3	can	can	AUX
ssh-187	26	4	ensure	ensure	VERB
ssh-187	26	5	that	that	SCONJ
ssh-187	26	6	the	the	DET
ssh-187	26	7	crawled	crawl	VERB
ssh-187	26	8	pages	page	NOUN
ssh-187	26	9	are	be	AUX
ssh-187	26	10	as	as	ADV
ssh-187	26	11	new	new	ADJ
ssh-187	26	12	as	as	ADP
ssh-187	26	13	possible	possible	ADJ
ssh-187	26	14	to	to	ADP
ssh-187	26	15	some	some	DET
ssh-187	26	16	extent	extent	NOUN
ssh-187	26	17	.	.	PUNCT
ssh-187	27	1	compared	compare	VERB
ssh-187	27	2	with	with	ADP
ssh-187	27	3	other	other	ADJ
ssh-187	27	4	web	web	NOUN
ssh-187	27	5	crawlers	crawler	NOUN
ssh-187	27	6	that	that	PRON
ssh-187	27	7	periodically	periodically	ADV
ssh-187	27	8	crawl	crawl	NOUN
ssh-187	27	9	and	and	CCONJ
ssh-187	27	10	refresh	refresh	NOUN
ssh-187	27	11	pages	page	NOUN
ssh-187	27	12	,	,	PUNCT
ssh-187	27	13	incremental	incremental	ADJ
ssh-187	27	14	web	web	NOUN
ssh-187	27	15	crawlers	crawler	NOUN
ssh-187	27	16	only	only	ADV
ssh-187	27	17	crawl	crawl	NOUN
ssh-187	27	18	newly	newly	ADV
ssh-187	27	19	generated	generate	VERB
ssh-187	27	20	or	or	CCONJ
ssh-187	27	21	updated	update	VERB
ssh-187	27	22	pages	page	NOUN
ssh-187	27	23	when	when	SCONJ
ssh-187	27	24	needed	need	VERB
ssh-187	27	25	.	.	PUNCT
ssh-187	28	1	however	however	ADV
ssh-187	28	2	,	,	PUNCT
ssh-187	28	3	unchanged	unchanged	ADJ
ssh-187	28	4	pages	page	NOUN
ssh-187	28	5	are	be	AUX
ssh-187	28	6	not	not	PART
ssh-187	28	7	crawled	crawl	VERB
ssh-187	28	8	,	,	PUNCT
ssh-187	28	9	which	which	PRON
ssh-187	28	10	can	can	AUX
ssh-187	28	11	effectively	effectively	ADV
ssh-187	28	12	reduce	reduce	VERB
ssh-187	28	13	the	the	DET
ssh-187	28	14	amount	amount	NOUN
ssh-187	28	15	of	of	ADP
ssh-187	28	16	data	datum	NOUN
ssh-187	28	17	downloaded	download	VERB
ssh-187	28	18	and	and	CCONJ
ssh-187	28	19	update	update	VERB
ssh-187	28	20	crawled	crawl	VERB
ssh-187	28	21	pages	page	NOUN
ssh-187	28	22	in	in	ADP
ssh-187	28	23	time	time	NOUN
ssh-187	28	24	,	,	PUNCT
ssh-187	28	25	reducing	reduce	VERB
ssh-187	28	26	the	the	DET
ssh-187	28	27	waste	waste	NOUN
ssh-187	28	28	of	of	ADP
ssh-187	28	29	time	time	NOUN
ssh-187	28	30	and	and	CCONJ
ssh-187	28	31	storage	storage	NOUN
ssh-187	28	32	space	space	NOUN
ssh-187	28	33	.	.	PUNCT
ssh-187	29	1	however	however	ADV
ssh-187	29	2	,	,	PUNCT
ssh-187	29	3	the	the	DET
ssh-187	29	4	disadvantage	disadvantage	NOUN
ssh-187	29	5	is	be	AUX
ssh-187	29	6	that	that	SCONJ
ssh-187	29	7	the	the	DET
ssh-187	29	8	algorithm	algorithm	NOUN
ssh-187	29	9	is	be	AUX
ssh-187	29	10	more	more	ADV
ssh-187	29	11	complex	complex	ADJ
ssh-187	29	12	and	and	CCONJ
ssh-187	29	13	difficult	difficult	ADJ
ssh-187	29	14	to	to	PART
ssh-187	29	15	implement	implement	VERB
ssh-187	29	16	.	.	PUNCT
ssh-187	30	1	2.2.4	2.2.4	NUM
ssh-187	30	2	deep	deep	ADJ
ssh-187	30	3	web	web	NOUN
ssh-187	30	4	crawler	crawler	NOUN
ssh-187	30	5	according	accord	VERB
ssh-187	30	6	to	to	ADP
ssh-187	30	7	the	the	DET
ssh-187	30	8	way	way	NOUN
ssh-187	30	9	of	of	ADP
ssh-187	30	10	existence	existence	NOUN
ssh-187	30	11	,	,	PUNCT
ssh-187	30	12	web	web	NOUN
ssh-187	30	13	pages	page	NOUN
ssh-187	30	14	are	be	AUX
ssh-187	30	15	divided	divide	VERB
ssh-187	30	16	into	into	ADP
ssh-187	30	17	two	two	NUM
ssh-187	30	18	types	type	NOUN
ssh-187	30	19	:	:	PUNCT
ssh-187	30	20	surface	surface	NOUN
ssh-187	30	21	pages	page	NOUN
ssh-187	30	22	and	and	CCONJ
ssh-187	30	23	deep	deep	ADJ
ssh-187	30	24	pages	page	NOUN
ssh-187	30	25	.	.	PUNCT
ssh-187	31	1	surface	surface	NOUN
ssh-187	31	2	pages	page	NOUN
ssh-187	31	3	are	be	AUX
ssh-187	31	4	pages	page	NOUN
ssh-187	31	5	that	that	PRON
ssh-187	31	6	can	can	AUX
ssh-187	31	7	be	be	AUX
ssh-187	31	8	indexed	index	VERB
ssh-187	31	9	by	by	ADP
ssh-187	31	10	traditional	traditional	ADJ
ssh-187	31	11	search	search	NOUN
ssh-187	31	12	engines	engine	NOUN
ssh-187	31	13	,	,	PUNCT
ssh-187	31	14	mainly	mainly	ADV
ssh-187	31	15	static	static	ADJ
ssh-187	31	16	pages	page	NOUN
ssh-187	31	17	that	that	PRON
ssh-187	31	18	can	can	AUX
ssh-187	31	19	be	be	AUX
ssh-187	31	20	reached	reach	VERB
ssh-187	31	21	by	by	ADP
ssh-187	31	22	hyperlinks	hyperlink	NOUN
ssh-187	31	23	.	.	PUNCT
ssh-187	32	1	deep	deep	ADJ
ssh-187	32	2	pages	page	NOUN
ssh-187	32	3	are	be	AUX
ssh-187	32	4	web	web	NOUN
ssh-187	32	5	pages	page	NOUN
ssh-187	32	6	that	that	PRON
ssh-187	32	7	ca	can	AUX
ssh-187	32	8	n't	not	PART
ssh-187	32	9	be	be	AUX
ssh-187	32	10	obtained	obtain	VERB
ssh-187	32	11	through	through	ADP
ssh-187	32	12	static	static	ADJ
ssh-187	32	13	links	link	NOUN
ssh-187	32	14	,	,	PUNCT
ssh-187	32	15	are	be	AUX
ssh-187	32	16	hidden	hide	VERB
ssh-187	32	17	behind	behind	ADP
ssh-187	32	18	the	the	DET
ssh-187	32	19	search	search	NOUN
ssh-187	32	20	form	form	NOUN
ssh-187	32	21	,	,	PUNCT
ssh-187	32	22	and	and	CCONJ
ssh-187	32	23	can	can	AUX
ssh-187	32	24	only	only	ADV
ssh-187	32	25	be	be	AUX
ssh-187	32	26	obtained	obtain	VERB
ssh-187	32	27	after	after	SCONJ
ssh-187	32	28	users	user	NOUN
ssh-187	32	29	submit	submit	VERB
ssh-187	32	30	keywords	keyword	NOUN
ssh-187	32	31	.	.	PUNCT
ssh-187	33	1	the	the	DET
ssh-187	33	2	most	most	ADV
ssh-187	33	3	important	important	ADJ
ssh-187	33	4	part	part	NOUN
ssh-187	33	5	of	of	ADP
ssh-187	33	6	deep	deep	ADJ
ssh-187	33	7	web	web	NOUN
ssh-187	33	8	crawler	crawler	NOUN
ssh-187	33	9	is	be	AUX
ssh-187	33	10	form	form	NOUN
ssh-187	33	11	filling	fill	VERB
ssh-187	33	12	.	.	PUNCT
ssh-187	34	1	2.3	2.3	NUM
ssh-187	34	2	data	datum	NOUN
ssh-187	34	3	cleaning	clean	VERB
ssh-187	34	4	data	datum	NOUN
ssh-187	34	5	cleaning	cleaning	NOUN
ssh-187	34	6	is	be	AUX
ssh-187	34	7	the	the	DET
ssh-187	34	8	last	last	ADJ
ssh-187	34	9	procedure	procedure	NOUN
ssh-187	34	10	to	to	PART
ssh-187	34	11	find	find	VERB
ssh-187	34	12	and	and	CCONJ
ssh-187	34	13	correct	correct	VERB
ssh-187	34	14	identifiable	identifiable	ADJ
ssh-187	34	15	errors	error	NOUN
ssh-187	34	16	in	in	ADP
ssh-187	34	17	data	datum	NOUN
ssh-187	34	18	files	file	NOUN
ssh-187	34	19	,	,	PUNCT
ssh-187	34	20	including	include	VERB
ssh-187	34	21	checking	check	VERB
ssh-187	34	22	data	datum	NOUN
ssh-187	34	23	consistency	consistency	NOUN
ssh-187	34	24	and	and	CCONJ
ssh-187	34	25	dealing	deal	VERB
ssh-187	34	26	with	with	ADP
ssh-187	34	27	invalid	invalid	ADJ
ssh-187	34	28	and	and	CCONJ
ssh-187	34	29	missing	missing	ADJ
ssh-187	34	30	values	value	NOUN
ssh-187	34	31	.	.	PUNCT
ssh-187	35	1	different	different	ADJ
ssh-187	35	2	from	from	ADP
ssh-187	35	3	the	the	DET
ssh-187	35	4	questionnaire	questionnaire	NOUN
ssh-187	35	5	review	review	NOUN
ssh-187	35	6	,	,	PUNCT
ssh-187	35	7	the	the	DET
ssh-187	35	8	data	datum	NOUN
ssh-187	35	9	cleaning	clean	VERB
ssh-187	35	10	after	after	ADP
ssh-187	35	11	entry	entry	NOUN
ssh-187	35	12	is	be	AUX
ssh-187	35	13	generally	generally	ADV
ssh-187	35	14	completed	complete	VERB
ssh-187	35	15	by	by	ADP
ssh-187	35	16	computer	computer	NOUN
ssh-187	35	17	rather	rather	ADV
ssh-187	35	18	than	than	ADP
ssh-187	35	19	manually	manually	ADV
ssh-187	35	20	.	.	PUNCT
ssh-187	36	1	the	the	DET
ssh-187	36	2	data	datum	NOUN
ssh-187	36	3	cleaning	cleaning	NOUN
ssh-187	36	4	path	path	NOUN
ssh-187	36	5	is	be	AUX
ssh-187	36	6	divided	divide	VERB
ssh-187	36	7	into	into	ADP
ssh-187	36	8	six	six	NUM
ssh-187	36	9	stages	stage	NOUN
ssh-187	36	10	:	:	PUNCT
ssh-187	36	11	pretreatment	pretreatment	NOUN
ssh-187	36	12	stage	stage	NOUN
ssh-187	36	13	,	,	PUNCT
ssh-187	36	14	removal	removal	NOUN
ssh-187	36	15	or	or	CCONJ
ssh-187	36	16	completion	completion	NOUN
ssh-187	36	17	of	of	ADP
ssh-187	36	18	missing	miss	VERB
ssh-187	36	19	data	datum	NOUN
ssh-187	36	20	,	,	PUNCT
ssh-187	36	21	removal	removal	NOUN
ssh-187	36	22	or	or	CCONJ
ssh-187	36	23	modification	modification	NOUN
ssh-187	36	24	of	of	ADP
ssh-187	36	25	data	datum	NOUN
ssh-187	36	26	with	with	ADP
ssh-187	36	27	wrong	wrong	ADJ
ssh-187	36	28	format	format	NOUN
ssh-187	36	29	and	and	CCONJ
ssh-187	36	30	content	content	NOUN
ssh-187	36	31	,	,	PUNCT
ssh-187	36	32	removal	removal	NOUN
ssh-187	36	33	or	or	CCONJ
ssh-187	36	34	modification	modification	NOUN
ssh-187	36	35	of	of	ADP
ssh-187	36	36	data	datum	NOUN
ssh-187	36	37	with	with	ADP
ssh-187	36	38	logical	logical	ADJ
ssh-187	36	39	errors	error	NOUN
ssh-187	36	40	,	,	PUNCT
ssh-187	36	41	removal	removal	NOUN
ssh-187	36	42	of	of	ADP
ssh-187	36	43	unnecessary	unnecessary	ADJ
ssh-187	36	44	data	datum	NOUN
ssh-187	36	45	and	and	CCONJ
ssh-187	36	46	relevance	relevance	NOUN
ssh-187	36	47	verification	verification	NOUN
ssh-187	36	48	.	.	PUNCT
ssh-187	37	1	2.4	2.4	NUM
ssh-187	37	2	data	datum	NOUN
ssh-187	37	3	analysis	analysis	NOUN
ssh-187	37	4	data	datum	NOUN
ssh-187	37	5	analysis	analysis	NOUN
ssh-187	37	6	is	be	AUX
ssh-187	37	7	to	to	PART
ssh-187	37	8	analyze	analyze	VERB
ssh-187	37	9	a	a	DET
ssh-187	37	10	large	large	ADJ
ssh-187	37	11	amount	amount	NOUN
ssh-187	37	12	of	of	ADP
ssh-187	37	13	data	datum	NOUN
ssh-187	37	14	collected	collect	VERB
ssh-187	37	15	by	by	ADP
ssh-187	37	16	appropriate	appropriate	ADJ
ssh-187	37	17	statistical	statistical	ADJ
ssh-187	37	18	analysis	analysis	NOUN
ssh-187	37	19	methods	method	NOUN
ssh-187	37	20	,	,	PUNCT
ssh-187	37	21	and	and	CCONJ
ssh-187	37	22	summarize	summarize	VERB
ssh-187	37	23	,	,	PUNCT
ssh-187	37	24	understand	understand	VERB
ssh-187	37	25	and	and	CCONJ
ssh-187	37	26	digest	digest	VERB
ssh-187	37	27	them	they	PRON
ssh-187	37	28	,	,	PUNCT
ssh-187	37	29	so	so	SCONJ
ssh-187	37	30	as	as	SCONJ
ssh-187	37	31	to	to	PART
ssh-187	37	32	maximize	maximize	VERB
ssh-187	37	33	the	the	DET
ssh-187	37	34	function	function	NOUN
ssh-187	37	35	of	of	ADP
ssh-187	37	36	data	datum	NOUN
ssh-187	37	37	and	and	CCONJ
ssh-187	37	38	play	play	VERB
ssh-187	37	39	the	the	DET
ssh-187	37	40	role	role	NOUN
ssh-187	37	41	of	of	ADP
ssh-187	37	42	data	datum	NOUN
ssh-187	37	43	.	.	PUNCT
ssh-187	38	1	data	datum	NOUN
ssh-187	38	2	analysis	analysis	NOUN
ssh-187	38	3	is	be	AUX
ssh-187	38	4	the	the	DET
ssh-187	38	5	process	process	NOUN
ssh-187	38	6	of	of	ADP
ssh-187	38	7	studying	study	VERB
ssh-187	38	8	and	and	CCONJ
ssh-187	38	9	summarizing	summarize	VERB
ssh-187	38	10	data	datum	NOUN
ssh-187	38	11	in	in	ADP
ssh-187	38	12	detail	detail	NOUN
ssh-187	38	13	in	in	ADP
ssh-187	38	14	order	order	NOUN
ssh-187	38	15	to	to	PART
ssh-187	38	16	extract	extract	VERB
ssh-187	38	17	useful	useful	ADJ
ssh-187	38	18	information	information	NOUN
ssh-187	38	19	and	and	CCONJ
ssh-187	38	20	form	form	NOUN
ssh-187	38	21	conclusions	conclusion	NOUN
ssh-187	38	22	.	.	PUNCT
ssh-187	39	1	3	3	X
ssh-187	39	2	.	.	X
ssh-187	39	3	necessity	necessity	NOUN
ssh-187	39	4	of	of	ADP
ssh-187	39	5	research	research	NOUN
ssh-187	39	6	for	for	ADP
ssh-187	39	7	colleges	college	NOUN
ssh-187	39	8	and	and	CCONJ
ssh-187	39	9	universities	university	NOUN
ssh-187	39	10	,	,	PUNCT
ssh-187	39	11	the	the	DET
ssh-187	39	12	most	most	ADV
ssh-187	39	13	important	important	ADJ
ssh-187	39	14	job	job	NOUN
ssh-187	39	15	is	be	AUX
ssh-187	39	16	employment	employment	NOUN
ssh-187	39	17	.	.	PUNCT
ssh-187	40	1	the	the	DET
ssh-187	40	2	future	future	ADJ
ssh-187	40	3	development	development	NOUN
ssh-187	40	4	of	of	ADP
ssh-187	40	5	students	student	NOUN
ssh-187	40	6	is	be	AUX
ssh-187	40	7	closely	closely	ADV
ssh-187	40	8	related	relate	VERB
ssh-187	40	9	to	to	ADP
ssh-187	40	10	this	this	DET
ssh-187	40	11	job	job	NOUN
ssh-187	40	12	,	,	PUNCT
ssh-187	40	13	and	and	CCONJ
ssh-187	40	14	the	the	DET
ssh-187	40	15	reputation	reputation	NOUN
ssh-187	40	16	of	of	ADP
ssh-187	40	17	the	the	DET
ssh-187	40	18	school	school	NOUN
ssh-187	40	19	will	will	AUX
ssh-187	40	20	also	also	ADV
ssh-187	40	21	be	be	AUX
ssh-187	40	22	directly	directly	ADV
ssh-187	40	23	affected	affect	VERB
ssh-187	40	24	by	by	ADP
ssh-187	40	25	it	it	PRON
ssh-187	40	26	.	.	PUNCT
ssh-187	41	1	this	this	DET
ssh-187	41	2	year	year	NOUN
ssh-187	41	3	,	,	PUNCT
ssh-187	41	4	9.09	9.09	NUM
ssh-187	41	5	million	million	NUM
ssh-187	41	6	college	college	NOUN
ssh-187	41	7	graduates	graduate	NOUN
ssh-187	41	8	,	,	PUNCT
ssh-187	41	9	an	an	DET
ssh-187	41	10	increase	increase	NOUN
ssh-187	41	11	of	of	ADP
ssh-187	41	12	350,000	350,000	NUM
ssh-187	41	13	year	year	NOUN
ssh-187	41	14	-	-	PUNCT
ssh-187	41	15	on	on	ADP
ssh-187	41	16	-	-	PUNCT
ssh-187	41	17	year	year	NOUN
ssh-187	41	18	,	,	PUNCT
ssh-187	41	19	the	the	DET
ssh-187	41	20	number	number	NOUN
ssh-187	41	21	of	of	ADP
ssh-187	41	22	bcp	bcp	PROPN
ssh-187	41	23	social	social	PROPN
ssh-187	41	24	sciences	sciences	PROPN
ssh-187	41	25	&	&	CCONJ
ssh-187	41	26	humanities	humanity	NOUN
ssh-187	41	27	erss	erss	VERB
ssh-187	41	28	2021	2021	NUM
ssh-187	41	29	volume	volume	NOUN
ssh-187	41	30	14	14	NUM
ssh-187	41	31	(	(	PUNCT
ssh-187	41	32	2021	2021	NUM
ssh-187	41	33	)	)	PUNCT
ssh-187	41	34	165	165	NUM
ssh-187	41	35	graduates	graduate	NOUN
ssh-187	41	36	hit	hit	VERB
ssh-187	41	37	a	a	DET
ssh-187	41	38	record	record	NOUN
ssh-187	41	39	high	high	NOUN
ssh-187	41	40	.	.	PUNCT
ssh-187	42	1	at	at	ADP
ssh-187	42	2	present	present	ADJ
ssh-187	42	3	,	,	PUNCT
ssh-187	42	4	the	the	DET
ssh-187	42	5	employment	employment	NOUN
ssh-187	42	6	situation	situation	NOUN
ssh-187	42	7	is	be	AUX
ssh-187	42	8	complicated	complicated	ADJ
ssh-187	42	9	and	and	CCONJ
ssh-187	42	10	severe	severe	ADJ
ssh-187	42	11	due	due	ADP
ssh-187	42	12	to	to	ADP
ssh-187	42	13	the	the	DET
ssh-187	42	14	superimposed	superimpose	VERB
ssh-187	42	15	influence	influence	NOUN
ssh-187	42	16	of	of	ADP
ssh-187	42	17	multiple	multiple	ADJ
ssh-187	42	18	factors	factor	NOUN
ssh-187	42	19	such	such	ADJ
ssh-187	42	20	as	as	ADP
ssh-187	42	21	the	the	DET
ssh-187	42	22	new	new	ADJ
ssh-187	42	23	crown	crown	NOUN
ssh-187	42	24	pneumonia	pneumonia	NOUN
ssh-187	42	25	epidemic	epidemic	NOUN
ssh-187	42	26	and	and	CCONJ
ssh-187	42	27	economic	economic	ADJ
ssh-187	42	28	downward	downward	ADJ
ssh-187	42	29	pressure	pressure	NOUN
ssh-187	42	30	.	.	PUNCT
ssh-187	43	1	in	in	ADP
ssh-187	43	2	order	order	NOUN
ssh-187	43	3	to	to	PART
ssh-187	43	4	actively	actively	ADV
ssh-187	43	5	respond	respond	VERB
ssh-187	43	6	to	to	ADP
ssh-187	43	7	this	this	DET
ssh-187	43	8	year	year	NOUN
ssh-187	43	9	's	's	PART
ssh-187	43	10	complex	complex	ADJ
ssh-187	43	11	and	and	CCONJ
ssh-187	43	12	severe	severe	ADJ
ssh-187	43	13	employment	employment	NOUN
ssh-187	43	14	situation	situation	NOUN
ssh-187	43	15	,	,	PUNCT
ssh-187	43	16	the	the	DET
ssh-187	43	17	ministry	ministry	PROPN
ssh-187	43	18	of	of	ADP
ssh-187	43	19	education	education	PROPN
ssh-187	43	20	,	,	PUNCT
ssh-187	43	21	in	in	ADP
ssh-187	43	22	conjunction	conjunction	NOUN
ssh-187	43	23	with	with	ADP
ssh-187	43	24	relevant	relevant	ADJ
ssh-187	43	25	departments	department	NOUN
ssh-187	43	26	,	,	PUNCT
ssh-187	43	27	has	have	AUX
ssh-187	43	28	focused	focus	VERB
ssh-187	43	29	on	on	ADP
ssh-187	43	30	promoting	promote	VERB
ssh-187	43	31	the	the	DET
ssh-187	43	32	employment	employment	NOUN
ssh-187	43	33	of	of	ADP
ssh-187	43	34	college	college	NOUN
ssh-187	43	35	graduates	graduate	NOUN
ssh-187	43	36	.	.	PUNCT
ssh-187	44	1	at	at	ADP
ssh-187	44	2	present	present	ADJ
ssh-187	44	3	,	,	PUNCT
ssh-187	44	4	the	the	DET
ssh-187	44	5	internet	internet	NOUN
ssh-187	44	6	is	be	AUX
ssh-187	44	7	becoming	become	VERB
ssh-187	44	8	more	more	ADV
ssh-187	44	9	and	and	CCONJ
ssh-187	44	10	more	more	ADV
ssh-187	44	11	developed	developed	ADJ
ssh-187	44	12	,	,	PUNCT
ssh-187	44	13	various	various	ADJ
ssh-187	44	14	kinds	kind	NOUN
ssh-187	44	15	of	of	ADP
ssh-187	44	16	employment	employment	NOUN
ssh-187	44	17	information	information	NOUN
ssh-187	44	18	are	be	AUX
ssh-187	44	19	spreading	spread	VERB
ssh-187	44	20	faster	fast	ADV
ssh-187	44	21	and	and	CCONJ
ssh-187	44	22	faster	fast	ADV
ssh-187	44	23	,	,	PUNCT
ssh-187	44	24	and	and	CCONJ
ssh-187	44	25	there	there	PRON
ssh-187	44	26	are	be	VERB
ssh-187	44	27	more	more	ADV
ssh-187	44	28	and	and	CCONJ
ssh-187	44	29	more	more	ADJ
ssh-187	44	30	types	type	NOUN
ssh-187	44	31	of	of	ADP
ssh-187	44	32	employment	employment	NOUN
ssh-187	44	33	information	information	NOUN
ssh-187	44	34	on	on	ADP
ssh-187	44	35	the	the	DET
ssh-187	44	36	recruitment	recruitment	NOUN
ssh-187	44	37	platform	platform	NOUN
ssh-187	44	38	.	.	PUNCT
ssh-187	45	1	in	in	ADP
ssh-187	45	2	the	the	DET
ssh-187	45	3	employment	employment	NOUN
ssh-187	45	4	work	work	NOUN
ssh-187	45	5	of	of	ADP
ssh-187	45	6	colleges	college	NOUN
ssh-187	45	7	and	and	CCONJ
ssh-187	45	8	universities	university	NOUN
ssh-187	45	9	,	,	PUNCT
ssh-187	45	10	various	various	ADJ
ssh-187	45	11	network	network	NOUN
ssh-187	45	12	platforms	platform	NOUN
ssh-187	45	13	are	be	AUX
ssh-187	45	14	used	use	VERB
ssh-187	45	15	to	to	PART
ssh-187	45	16	broaden	broaden	VERB
ssh-187	45	17	the	the	DET
ssh-187	45	18	channels	channel	NOUN
ssh-187	45	19	of	of	ADP
ssh-187	45	20	obtaining	obtain	VERB
ssh-187	45	21	employment	employment	NOUN
ssh-187	45	22	information	information	NOUN
ssh-187	45	23	.	.	PUNCT
ssh-187	46	1	for	for	ADP
ssh-187	46	2	graduates	graduate	NOUN
ssh-187	46	3	to	to	PART
ssh-187	46	4	find	find	VERB
ssh-187	46	5	a	a	DET
ssh-187	46	6	good	good	ADJ
ssh-187	46	7	job	job	NOUN
ssh-187	46	8	,	,	PUNCT
ssh-187	46	9	the	the	DET
ssh-187	46	10	release	release	NOUN
ssh-187	46	11	of	of	ADP
ssh-187	46	12	various	various	ADJ
ssh-187	46	13	recruitment	recruitment	NOUN
ssh-187	46	14	information	information	NOUN
ssh-187	46	15	and	and	CCONJ
ssh-187	46	16	consultation	consultation	NOUN
ssh-187	46	17	on	on	ADP
ssh-187	46	18	employment	employment	NOUN
ssh-187	46	19	information	information	NOUN
ssh-187	46	20	will	will	AUX
ssh-187	46	21	be	be	AUX
ssh-187	46	22	carried	carry	VERB
ssh-187	46	23	out	out	ADP
ssh-187	46	24	through	through	ADP
ssh-187	46	25	various	various	ADJ
ssh-187	46	26	online	online	ADJ
ssh-187	46	27	communication	communication	NOUN
ssh-187	46	28	software	software	NOUN
ssh-187	46	29	and	and	CCONJ
ssh-187	46	30	relevant	relevant	ADJ
ssh-187	46	31	employment	employment	NOUN
ssh-187	46	32	websites	website	NOUN
ssh-187	46	33	.	.	PUNCT
ssh-187	47	1	such	such	ADJ
ssh-187	47	2	employment	employment	NOUN
ssh-187	47	3	initiatives	initiative	NOUN
ssh-187	47	4	provide	provide	VERB
ssh-187	47	5	rich	rich	ADJ
ssh-187	47	6	data	datum	NOUN
ssh-187	47	7	resources	resource	NOUN
ssh-187	47	8	for	for	ADP
ssh-187	47	9	employment	employment	NOUN
ssh-187	47	10	analysis	analysis	NOUN
ssh-187	47	11	.	.	PUNCT
ssh-187	48	1	therefore	therefore	ADV
ssh-187	48	2	,	,	PUNCT
ssh-187	48	3	through	through	ADP
ssh-187	48	4	web	web	NOUN
ssh-187	48	5	crawler	crawler	NOUN
ssh-187	48	6	technology	technology	NOUN
ssh-187	48	7	,	,	PUNCT
ssh-187	48	8	multi	multi	ADJ
ssh-187	48	9	-	-	ADJ
ssh-187	48	10	dimensional	dimensional	ADJ
ssh-187	48	11	analysis	analysis	NOUN
ssh-187	48	12	of	of	ADP
ssh-187	48	13	employment	employment	NOUN
ssh-187	48	14	data	datum	NOUN
ssh-187	48	15	information	information	NOUN
ssh-187	48	16	is	be	AUX
ssh-187	48	17	particularly	particularly	ADV
ssh-187	48	18	important	important	ADJ
ssh-187	48	19	to	to	PART
ssh-187	48	20	promote	promote	VERB
ssh-187	48	21	employment	employment	NOUN
ssh-187	48	22	in	in	ADP
ssh-187	48	23	colleges	college	NOUN
ssh-187	48	24	and	and	CCONJ
ssh-187	48	25	universities	university	NOUN
ssh-187	48	26	.	.	PUNCT
ssh-187	49	1	for	for	ADP
ssh-187	49	2	graduates	graduate	NOUN
ssh-187	49	3	,	,	PUNCT
ssh-187	49	4	with	with	ADP
ssh-187	49	5	the	the	DET
ssh-187	49	6	explosive	explosive	ADJ
ssh-187	49	7	growth	growth	NOUN
ssh-187	49	8	of	of	ADP
ssh-187	49	9	network	network	NOUN
ssh-187	49	10	information	information	NOUN
ssh-187	49	11	and	and	CCONJ
ssh-187	49	12	the	the	DET
ssh-187	49	13	advent	advent	NOUN
ssh-187	49	14	of	of	ADP
ssh-187	49	15	the	the	DET
ssh-187	49	16	big	big	ADJ
ssh-187	49	17	data	data	PROPN
ssh-187	49	18	era	era	NOUN
ssh-187	49	19	,	,	PUNCT
ssh-187	49	20	it	it	PRON
ssh-187	49	21	is	be	AUX
ssh-187	49	22	of	of	ADP
ssh-187	49	23	great	great	ADJ
ssh-187	49	24	significance	significance	NOUN
ssh-187	49	25	to	to	PART
ssh-187	49	26	analyze	analyze	VERB
ssh-187	49	27	and	and	CCONJ
ssh-187	49	28	process	process	NOUN
ssh-187	49	29	employment	employment	NOUN
ssh-187	49	30	information	information	NOUN
ssh-187	49	31	by	by	ADP
ssh-187	49	32	using	use	VERB
ssh-187	49	33	web	web	NOUN
ssh-187	49	34	crawlers	crawler	NOUN
ssh-187	49	35	.	.	PUNCT
ssh-187	50	1	when	when	SCONJ
ssh-187	50	2	college	college	NOUN
ssh-187	50	3	graduates	graduate	NOUN
ssh-187	50	4	are	be	AUX
ssh-187	50	5	approaching	approach	VERB
ssh-187	50	6	graduation	graduation	NOUN
ssh-187	50	7	,	,	PUNCT
ssh-187	50	8	there	there	PRON
ssh-187	50	9	will	will	AUX
ssh-187	50	10	be	be	AUX
ssh-187	50	11	a	a	DET
ssh-187	50	12	lot	lot	NOUN
ssh-187	50	13	of	of	ADP
ssh-187	50	14	confusion	confusion	NOUN
ssh-187	50	15	more	more	ADV
ssh-187	50	16	or	or	CCONJ
ssh-187	50	17	less	less	ADJ
ssh-187	50	18	,	,	PUNCT
ssh-187	50	19	and	and	CCONJ
ssh-187	50	20	it	it	PRON
ssh-187	50	21	is	be	AUX
ssh-187	50	22	difficult	difficult	ADJ
ssh-187	50	23	to	to	PART
ssh-187	50	24	make	make	VERB
ssh-187	50	25	the	the	DET
ssh-187	50	26	right	right	ADJ
ssh-187	50	27	choice	choice	NOUN
ssh-187	50	28	among	among	ADP
ssh-187	50	29	numerous	numerous	ADJ
ssh-187	50	30	job	job	NOUN
ssh-187	50	31	information	information	NOUN
ssh-187	50	32	.	.	PUNCT
ssh-187	51	1	information	information	NOUN
ssh-187	51	2	retrieval	retrieval	NOUN
ssh-187	51	3	through	through	ADP
ssh-187	51	4	the	the	DET
ssh-187	51	5	internet	internet	NOUN
ssh-187	51	6	will	will	AUX
ssh-187	51	7	get	get	VERB
ssh-187	51	8	a	a	DET
ssh-187	51	9	lot	lot	NOUN
ssh-187	51	10	of	of	ADP
ssh-187	51	11	information	information	NOUN
ssh-187	51	12	that	that	PRON
ssh-187	51	13	graduates	graduate	NOUN
ssh-187	51	14	do	do	AUX
ssh-187	51	15	n't	not	PART
ssh-187	51	16	need	need	VERB
ssh-187	51	17	,	,	PUNCT
ssh-187	51	18	and	and	CCONJ
ssh-187	51	19	only	only	ADV
ssh-187	51	20	through	through	ADP
ssh-187	51	21	manual	manual	ADJ
ssh-187	51	22	screening	screening	NOUN
ssh-187	51	23	,	,	PUNCT
ssh-187	51	24	summary	summary	NOUN
ssh-187	51	25	and	and	CCONJ
ssh-187	51	26	comparison	comparison	NOUN
ssh-187	51	27	,	,	PUNCT
ssh-187	51	28	can	can	AUX
ssh-187	51	29	they	they	PRON
ssh-187	51	30	finally	finally	ADV
ssh-187	51	31	get	get	VERB
ssh-187	51	32	the	the	DET
ssh-187	51	33	information	information	NOUN
ssh-187	51	34	they	they	PRON
ssh-187	51	35	want	want	VERB
ssh-187	51	36	.	.	PUNCT
ssh-187	52	1	through	through	ADP
ssh-187	52	2	extensive	extensive	ADJ
ssh-187	52	3	access	access	NOUN
ssh-187	52	4	to	to	ADP
ssh-187	52	5	relevant	relevant	ADJ
ssh-187	52	6	information	information	NOUN
ssh-187	52	7	at	at	ADP
ssh-187	52	8	home	home	ADV
ssh-187	52	9	and	and	CCONJ
ssh-187	52	10	abroad	abroad	ADV
ssh-187	52	11	in	in	ADP
ssh-187	52	12	the	the	DET
ssh-187	52	13	early	early	ADJ
ssh-187	52	14	stage	stage	NOUN
ssh-187	52	15	,	,	PUNCT
ssh-187	52	16	it	it	PRON
ssh-187	52	17	is	be	AUX
ssh-187	52	18	found	find	VERB
ssh-187	52	19	that	that	SCONJ
ssh-187	52	20	most	most	ADJ
ssh-187	52	21	of	of	ADP
ssh-187	52	22	the	the	DET
ssh-187	52	23	research	research	NOUN
ssh-187	52	24	points	point	NOUN
ssh-187	52	25	on	on	ADP
ssh-187	52	26	employment	employment	NOUN
ssh-187	52	27	in	in	ADP
ssh-187	52	28	colleges	college	NOUN
ssh-187	52	29	and	and	CCONJ
ssh-187	52	30	universities	university	NOUN
ssh-187	52	31	are	be	AUX
ssh-187	52	32	from	from	ADP
ssh-187	52	33	the	the	DET
ssh-187	52	34	perspective	perspective	NOUN
ssh-187	52	35	of	of	ADP
ssh-187	52	36	pedagogy	pedagogy	NOUN
ssh-187	52	37	.	.	PUNCT
ssh-187	53	1	for	for	ADP
ssh-187	53	2	example	example	NOUN
ssh-187	53	3	,	,	PUNCT
ssh-187	53	4	the	the	DET
ssh-187	53	5	thinking	thinking	NOUN
ssh-187	53	6	of	of	ADP
ssh-187	53	7	the	the	DET
ssh-187	53	8	employment	employment	NOUN
ssh-187	53	9	service	service	NOUN
ssh-187	53	10	mechanism	mechanism	NOUN
ssh-187	53	11	in	in	ADP
ssh-187	53	12	colleges	college	NOUN
ssh-187	53	13	and	and	CCONJ
ssh-187	53	14	universities	university	NOUN
ssh-187	53	15	,	,	PUNCT
ssh-187	53	16	the	the	DET
ssh-187	53	17	ways	way	NOUN
ssh-187	53	18	of	of	ADP
ssh-187	53	19	high	high	ADJ
ssh-187	53	20	-	-	PUNCT
ssh-187	53	21	quality	quality	NOUN
ssh-187	53	22	employment	employment	NOUN
ssh-187	53	23	for	for	ADP
ssh-187	53	24	college	college	NOUN
ssh-187	53	25	graduates	graduate	NOUN
ssh-187	53	26	,	,	PUNCT
ssh-187	53	27	the	the	DET
ssh-187	53	28	implementation	implementation	NOUN
ssh-187	53	29	mechanism	mechanism	NOUN
ssh-187	53	30	and	and	CCONJ
ssh-187	53	31	path	path	NOUN
ssh-187	53	32	selection	selection	NOUN
ssh-187	53	33	of	of	ADP
ssh-187	53	34	precise	precise	ADJ
ssh-187	53	35	employment	employment	NOUN
ssh-187	53	36	in	in	ADP
ssh-187	53	37	colleges	college	NOUN
ssh-187	53	38	and	and	CCONJ
ssh-187	53	39	universities	university	NOUN
ssh-187	53	40	,	,	PUNCT
ssh-187	53	41	and	and	CCONJ
ssh-187	53	42	the	the	DET
ssh-187	53	43	exploration	exploration	NOUN
ssh-187	53	44	of	of	ADP
ssh-187	53	45	reasonable	reasonable	ADJ
ssh-187	53	46	employment	employment	NOUN
ssh-187	53	47	expectations	expectation	NOUN
ssh-187	53	48	of	of	ADP
ssh-187	53	49	college	college	NOUN
ssh-187	53	50	graduates	graduate	NOUN
ssh-187	53	51	,	,	PUNCT
ssh-187	53	52	etc	etc	X
ssh-187	53	53	.	.	X
ssh-187	53	54	in	in	ADP
ssh-187	53	55	the	the	DET
ssh-187	53	56	process	process	NOUN
ssh-187	53	57	of	of	ADP
ssh-187	53	58	analyzing	analyze	VERB
ssh-187	53	59	the	the	DET
ssh-187	53	60	graduates	graduate	NOUN
ssh-187	53	61	'	'	PART
ssh-187	53	62	employment	employment	NOUN
ssh-187	53	63	situation	situation	NOUN
ssh-187	53	64	in	in	ADP
ssh-187	53	65	colleges	college	NOUN
ssh-187	53	66	and	and	CCONJ
ssh-187	53	67	universities	university	NOUN
ssh-187	53	68	,	,	PUNCT
ssh-187	53	69	due	due	ADP
ssh-187	53	70	to	to	ADP
ssh-187	53	71	the	the	DET
ssh-187	53	72	huge	huge	ADJ
ssh-187	53	73	amount	amount	NOUN
ssh-187	53	74	of	of	ADP
ssh-187	53	75	data	datum	NOUN
ssh-187	53	76	,	,	PUNCT
ssh-187	53	77	the	the	DET
ssh-187	53	78	accuracy	accuracy	NOUN
ssh-187	53	79	of	of	ADP
ssh-187	53	80	the	the	DET
ssh-187	53	81	original	original	ADJ
ssh-187	53	82	analysis	analysis	NOUN
ssh-187	53	83	method	method	NOUN
ssh-187	53	84	is	be	AUX
ssh-187	53	85	poor	poor	ADJ
ssh-187	53	86	.	.	PUNCT
ssh-187	54	1	with	with	ADP
ssh-187	54	2	the	the	DET
ssh-187	54	3	increasing	increase	VERB
ssh-187	54	4	employment	employment	NOUN
ssh-187	54	5	pressure	pressure	NOUN
ssh-187	54	6	,	,	PUNCT
ssh-187	54	7	we	we	PRON
ssh-187	54	8	can	can	AUX
ssh-187	54	9	accurately	accurately	ADV
ssh-187	54	10	and	and	CCONJ
ssh-187	54	11	comprehensively	comprehensively	ADV
ssh-187	54	12	obtain	obtain	VERB
ssh-187	54	13	the	the	DET
ssh-187	54	14	data	datum	NOUN
ssh-187	54	15	of	of	ADP
ssh-187	54	16	mainstream	mainstream	NOUN
ssh-187	54	17	recruitment	recruitment	NOUN
ssh-187	54	18	websites	website	NOUN
ssh-187	54	19	through	through	ADP
ssh-187	54	20	web	web	NOUN
ssh-187	54	21	crawler	crawler	NOUN
ssh-187	54	22	technology	technology	NOUN
ssh-187	54	23	,	,	PUNCT
ssh-187	54	24	clean	clean	VERB
ssh-187	54	25	the	the	DET
ssh-187	54	26	data	datum	NOUN
ssh-187	54	27	,	,	PUNCT
ssh-187	54	28	analyze	analyze	VERB
ssh-187	54	29	the	the	DET
ssh-187	54	30	data	datum	NOUN
ssh-187	54	31	from	from	ADP
ssh-187	54	32	multiple	multiple	ADJ
ssh-187	54	33	dimensions	dimension	NOUN
ssh-187	54	34	,	,	PUNCT
ssh-187	54	35	and	and	CCONJ
ssh-187	54	36	finally	finally	ADV
ssh-187	54	37	form	form	VERB
ssh-187	54	38	a	a	DET
ssh-187	54	39	comprehensive	comprehensive	ADJ
ssh-187	54	40	research	research	NOUN
ssh-187	54	41	report	report	NOUN
ssh-187	54	42	.	.	PUNCT
ssh-187	55	1	it	it	PRON
ssh-187	55	2	can	can	AUX
ssh-187	55	3	help	help	VERB
ssh-187	55	4	college	college	NOUN
ssh-187	55	5	students	student	NOUN
ssh-187	55	6	avoid	avoid	VERB
ssh-187	55	7	employment	employment	NOUN
ssh-187	55	8	risks	risk	NOUN
ssh-187	55	9	and	and	CCONJ
ssh-187	55	10	correctly	correctly	ADV
ssh-187	55	11	understand	understand	VERB
ssh-187	55	12	their	their	PRON
ssh-187	55	13	own	own	ADJ
ssh-187	55	14	value	value	NOUN
ssh-187	55	15	.	.	PUNCT
ssh-187	56	1	it	it	PRON
ssh-187	56	2	has	have	VERB
ssh-187	56	3	very	very	ADV
ssh-187	56	4	important	important	ADJ
ssh-187	56	5	research	research	NOUN
ssh-187	56	6	value	value	NOUN
ssh-187	56	7	.	.	PUNCT
ssh-187	57	1	it	it	PRON
ssh-187	57	2	can	can	AUX
ssh-187	57	3	not	not	PART
ssh-187	57	4	only	only	ADV
ssh-187	57	5	provide	provide	VERB
ssh-187	57	6	relevant	relevant	ADJ
ssh-187	57	7	information	information	NOUN
ssh-187	57	8	for	for	ADP
ssh-187	57	9	colleges	college	NOUN
ssh-187	57	10	and	and	CCONJ
ssh-187	57	11	universities	university	NOUN
ssh-187	57	12	to	to	PART
ssh-187	57	13	reasonably	reasonably	ADV
ssh-187	57	14	allocate	allocate	VERB
ssh-187	57	15	educational	educational	ADJ
ssh-187	57	16	resources	resource	NOUN
ssh-187	57	17	,	,	PUNCT
ssh-187	57	18	but	but	CCONJ
ssh-187	57	19	also	also	ADV
ssh-187	57	20	help	help	VERB
ssh-187	57	21	college	college	NOUN
ssh-187	57	22	employment	employment	NOUN
ssh-187	57	23	departments	department	NOUN
ssh-187	57	24	to	to	PART
ssh-187	57	25	promote	promote	VERB
ssh-187	57	26	students	student	NOUN
ssh-187	57	27	'	'	PART
ssh-187	57	28	high	high	ADJ
ssh-187	57	29	-	-	PUNCT
ssh-187	57	30	quality	quality	NOUN
ssh-187	57	31	employment	employment	NOUN
ssh-187	57	32	.	.	PUNCT
ssh-187	58	1	4	4	X
ssh-187	58	2	.	.	X
ssh-187	58	3	the	the	DET
ssh-187	58	4	content	content	NOUN
ssh-187	58	5	and	and	CCONJ
ssh-187	58	6	significance	significance	NOUN
ssh-187	58	7	of	of	ADP
ssh-187	58	8	the	the	DET
ssh-187	58	9	research	research	NOUN
ssh-187	58	10	this	this	DET
ssh-187	58	11	paper	paper	NOUN
ssh-187	58	12	will	will	AUX
ssh-187	58	13	develop	develop	VERB
ssh-187	58	14	a	a	DET
ssh-187	58	15	set	set	NOUN
ssh-187	58	16	of	of	ADP
ssh-187	58	17	special	special	ADJ
ssh-187	58	18	crawlers	crawler	NOUN
ssh-187	58	19	for	for	ADP
ssh-187	58	20	recruitment	recruitment	NOUN
ssh-187	58	21	and	and	CCONJ
ssh-187	58	22	employment	employment	NOUN
ssh-187	58	23	.	.	PUNCT
ssh-187	59	1	taking	take	VERB
ssh-187	59	2	the	the	DET
ssh-187	59	3	mainstream	mainstream	NOUN
ssh-187	59	4	recruitment	recruitment	NOUN
ssh-187	59	5	website	website	NOUN
ssh-187	59	6	as	as	ADP
ssh-187	59	7	an	an	DET
ssh-187	59	8	example	example	NOUN
ssh-187	59	9	,	,	PUNCT
ssh-187	59	10	this	this	DET
ssh-187	59	11	paper	paper	NOUN
ssh-187	59	12	will	will	AUX
ssh-187	59	13	study	study	VERB
ssh-187	59	14	and	and	CCONJ
ssh-187	59	15	design	design	VERB
ssh-187	59	16	the	the	DET
ssh-187	59	17	crawler	crawler	NOUN
ssh-187	59	18	program	program	NOUN
ssh-187	59	19	for	for	ADP
ssh-187	59	20	crawling	crawl	VERB
ssh-187	59	21	the	the	DET
ssh-187	59	22	information	information	NOUN
ssh-187	59	23	of	of	ADP
ssh-187	59	24	the	the	DET
ssh-187	59	25	mainstream	mainstream	NOUN
ssh-187	59	26	recruitment	recruitment	NOUN
ssh-187	59	27	website	website	NOUN
ssh-187	59	28	,	,	PUNCT
ssh-187	59	29	obtain	obtain	VERB
ssh-187	59	30	the	the	DET
ssh-187	59	31	website	website	NOUN
ssh-187	59	32	recruitment	recruitment	NOUN
ssh-187	59	33	information	information	NOUN
ssh-187	59	34	,	,	PUNCT
ssh-187	59	35	clean	clean	ADJ
ssh-187	59	36	and	and	CCONJ
ssh-187	59	37	analyze	analyze	VERB
ssh-187	59	38	the	the	DET
ssh-187	59	39	obtained	obtain	VERB
ssh-187	59	40	recruitment	recruitment	NOUN
ssh-187	59	41	information	information	NOUN
ssh-187	59	42	,	,	PUNCT
ssh-187	59	43	visualize	visualize	VERB
ssh-187	59	44	the	the	DET
ssh-187	59	45	data	datum	NOUN
ssh-187	59	46	,	,	PUNCT
ssh-187	59	47	and	and	CCONJ
ssh-187	59	48	finally	finally	ADV
ssh-187	59	49	form	form	VERB
ssh-187	59	50	a	a	DET
ssh-187	59	51	comprehensive	comprehensive	ADJ
ssh-187	59	52	research	research	NOUN
ssh-187	59	53	report	report	NOUN
ssh-187	59	54	.	.	PUNCT
ssh-187	60	1	the	the	DET
ssh-187	60	2	application	application	NOUN
ssh-187	60	3	value	value	NOUN
ssh-187	60	4	of	of	ADP
ssh-187	60	5	employment	employment	NOUN
ssh-187	60	6	in	in	ADP
ssh-187	60	7	colleges	college	NOUN
ssh-187	60	8	and	and	CCONJ
ssh-187	60	9	universities	university	NOUN
ssh-187	60	10	has	have	VERB
ssh-187	60	11	the	the	DET
ssh-187	60	12	following	follow	VERB
ssh-187	60	13	three	three	NUM
ssh-187	60	14	points	point	NOUN
ssh-187	60	15	:	:	PUNCT
ssh-187	60	16	the	the	DET
ssh-187	60	17	first	first	ADJ
ssh-187	60	18	is	be	AUX
ssh-187	60	19	to	to	PART
ssh-187	60	20	organize	organize	VERB
ssh-187	60	21	and	and	CCONJ
ssh-187	60	22	analyze	analyze	VERB
ssh-187	60	23	employment	employment	NOUN
ssh-187	60	24	data	datum	NOUN
ssh-187	60	25	by	by	ADP
ssh-187	60	26	means	mean	NOUN
ssh-187	60	27	of	of	ADP
ssh-187	60	28	web	web	NOUN
ssh-187	60	29	crawlers	crawler	NOUN
ssh-187	60	30	,	,	PUNCT
ssh-187	60	31	data	datum	NOUN
ssh-187	60	32	cleaning	cleaning	NOUN
ssh-187	60	33	,	,	PUNCT
ssh-187	60	34	data	datum	NOUN
ssh-187	60	35	analysis	analysis	NOUN
ssh-187	60	36	,	,	PUNCT
ssh-187	60	37	etc	etc	X
ssh-187	60	38	.	.	X
ssh-187	60	39	,	,	PUNCT
ssh-187	60	40	which	which	PRON
ssh-187	60	41	can	can	AUX
ssh-187	60	42	predict	predict	VERB
ssh-187	60	43	the	the	DET
ssh-187	60	44	general	general	ADJ
ssh-187	60	45	direction	direction	NOUN
ssh-187	60	46	of	of	ADP
ssh-187	60	47	social	social	ADJ
ssh-187	60	48	development	development	NOUN
ssh-187	60	49	,	,	PUNCT
ssh-187	60	50	so	so	SCONJ
ssh-187	60	51	that	that	SCONJ
ssh-187	60	52	college	college	NOUN
ssh-187	60	53	students	student	NOUN
ssh-187	60	54	can	can	AUX
ssh-187	60	55	have	have	VERB
ssh-187	60	56	a	a	DET
ssh-187	60	57	reasonable	reasonable	ADJ
ssh-187	60	58	employment	employment	NOUN
ssh-187	60	59	plan	plan	NOUN
ssh-187	60	60	and	and	CCONJ
ssh-187	60	61	better	well	ADV
ssh-187	60	62	meet	meet	VERB
ssh-187	60	63	social	social	ADJ
ssh-187	60	64	needs	need	NOUN
ssh-187	60	65	in	in	ADP
ssh-187	60	66	the	the	DET
ssh-187	60	67	future	future	NOUN
ssh-187	60	68	.	.	PUNCT
ssh-187	61	1	the	the	DET
ssh-187	61	2	second	second	NOUN
ssh-187	61	3	is	be	AUX
ssh-187	61	4	to	to	PART
ssh-187	61	5	provide	provide	VERB
ssh-187	61	6	relevant	relevant	ADJ
ssh-187	61	7	information	information	NOUN
ssh-187	61	8	for	for	ADP
ssh-187	61	9	the	the	DET
ssh-187	61	10	reasonable	reasonable	ADJ
ssh-187	61	11	allocation	allocation	NOUN
ssh-187	61	12	of	of	ADP
ssh-187	61	13	educational	educational	ADJ
ssh-187	61	14	resources	resource	NOUN
ssh-187	61	15	for	for	ADP
ssh-187	61	16	colleges	college	NOUN
ssh-187	61	17	and	and	CCONJ
ssh-187	61	18	universities	university	NOUN
ssh-187	61	19	.	.	PUNCT
ssh-187	62	1	according	accord	VERB
ssh-187	62	2	to	to	ADP
ssh-187	62	3	the	the	DET
ssh-187	62	4	existing	exist	VERB
ssh-187	62	5	major	major	ADJ
ssh-187	62	6	and	and	CCONJ
ssh-187	62	7	market	market	NOUN
ssh-187	62	8	demand	demand	NOUN
ssh-187	62	9	,	,	PUNCT
ssh-187	62	10	optimize	optimize	VERB
ssh-187	62	11	the	the	DET
ssh-187	62	12	training	training	NOUN
ssh-187	62	13	scheme	scheme	NOUN
ssh-187	62	14	of	of	ADP
ssh-187	62	15	professional	professional	ADJ
ssh-187	62	16	talents	talent	NOUN
ssh-187	62	17	.	.	PUNCT
ssh-187	63	1	for	for	ADP
ssh-187	63	2	those	those	DET
ssh-187	63	3	industries	industry	NOUN
ssh-187	63	4	that	that	PRON
ssh-187	63	5	are	be	AUX
ssh-187	63	6	developing	develop	VERB
ssh-187	63	7	rapidly	rapidly	ADV
ssh-187	63	8	in	in	ADP
ssh-187	63	9	the	the	DET
ssh-187	63	10	future	future	NOUN
ssh-187	63	11	,	,	PUNCT
ssh-187	63	12	colleges	college	NOUN
ssh-187	63	13	and	and	CCONJ
ssh-187	63	14	universities	university	NOUN
ssh-187	63	15	should	should	AUX
ssh-187	63	16	set	set	VERB
ssh-187	63	17	up	up	ADP
ssh-187	63	18	related	relate	VERB
ssh-187	63	19	majors	major	NOUN
ssh-187	63	20	and	and	CCONJ
ssh-187	63	21	train	train	VERB
ssh-187	63	22	a	a	DET
ssh-187	63	23	large	large	ADJ
ssh-187	63	24	number	number	NOUN
ssh-187	63	25	of	of	ADP
ssh-187	63	26	professionals	professional	NOUN
ssh-187	63	27	.	.	PUNCT
ssh-187	64	1	bcp	bcp	PROPN
ssh-187	64	2	social	social	PROPN
ssh-187	64	3	sciences	sciences	PROPN
ssh-187	64	4	&	&	CCONJ
ssh-187	64	5	humanities	humanity	NOUN
ssh-187	64	6	erss	erss	VERB
ssh-187	64	7	2021	2021	NUM
ssh-187	64	8	volume	volume	NOUN
ssh-187	64	9	14	14	NUM
ssh-187	64	10	(	(	PUNCT
ssh-187	64	11	2021	2021	NUM
ssh-187	64	12	)	)	PUNCT
ssh-187	64	13	166	166	NUM
ssh-187	64	14	this	this	PRON
ssh-187	64	15	not	not	PART
ssh-187	64	16	only	only	ADV
ssh-187	64	17	meets	meet	VERB
ssh-187	64	18	the	the	DET
ssh-187	64	19	needs	need	NOUN
ssh-187	64	20	of	of	ADP
ssh-187	64	21	relevant	relevant	ADJ
ssh-187	64	22	talents	talent	NOUN
ssh-187	64	23	in	in	ADP
ssh-187	64	24	this	this	DET
ssh-187	64	25	industry	industry	NOUN
ssh-187	64	26	,	,	PUNCT
ssh-187	64	27	but	but	CCONJ
ssh-187	64	28	also	also	ADV
ssh-187	64	29	ensures	ensure	VERB
ssh-187	64	30	the	the	DET
ssh-187	64	31	employment	employment	NOUN
ssh-187	64	32	of	of	ADP
ssh-187	64	33	students	student	NOUN
ssh-187	64	34	.	.	PUNCT
ssh-187	65	1	third	third	ADJ
ssh-187	65	2	,	,	PUNCT
ssh-187	65	3	it	it	PRON
ssh-187	65	4	is	be	AUX
ssh-187	65	5	helpful	helpful	ADJ
ssh-187	65	6	to	to	PART
ssh-187	65	7	promote	promote	VERB
ssh-187	65	8	the	the	DET
ssh-187	65	9	informatization	informatization	NOUN
ssh-187	65	10	construction	construction	NOUN
ssh-187	65	11	of	of	ADP
ssh-187	65	12	employment	employment	NOUN
ssh-187	65	13	.	.	PUNCT
ssh-187	66	1	we	we	PRON
ssh-187	66	2	are	be	AUX
ssh-187	66	3	in	in	ADP
ssh-187	66	4	an	an	DET
ssh-187	66	5	era	era	NOUN
ssh-187	66	6	of	of	ADP
ssh-187	66	7	globalization	globalization	NOUN
ssh-187	66	8	.	.	PUNCT
ssh-187	67	1	by	by	ADP
ssh-187	67	2	analyzing	analyze	VERB
ssh-187	67	3	a	a	DET
ssh-187	67	4	large	large	ADJ
ssh-187	67	5	amount	amount	NOUN
ssh-187	67	6	of	of	ADP
ssh-187	67	7	employment	employment	NOUN
ssh-187	67	8	information	information	NOUN
ssh-187	67	9	,	,	PUNCT
ssh-187	67	10	we	we	PRON
ssh-187	67	11	can	can	AUX
ssh-187	67	12	give	give	VERB
ssh-187	67	13	targeted	target	VERB
ssh-187	67	14	guidance	guidance	NOUN
ssh-187	67	15	to	to	ADP
ssh-187	67	16	students	student	NOUN
ssh-187	67	17	in	in	ADP
ssh-187	67	18	employment	employment	NOUN
ssh-187	67	19	,	,	PUNCT
ssh-187	67	20	make	make	VERB
ssh-187	67	21	the	the	DET
ssh-187	67	22	employment	employment	NOUN
ssh-187	67	23	guidance	guidance	NOUN
ssh-187	67	24	work	work	NOUN
ssh-187	67	25	in	in	ADP
ssh-187	67	26	colleges	college	NOUN
ssh-187	67	27	and	and	CCONJ
ssh-187	67	28	universities	university	NOUN
ssh-187	67	29	more	more	ADV
ssh-187	67	30	perfect	perfect	ADJ
ssh-187	67	31	,	,	PUNCT
ssh-187	67	32	and	and	CCONJ
ssh-187	67	33	make	make	VERB
ssh-187	67	34	the	the	DET
ssh-187	67	35	construction	construction	NOUN
ssh-187	67	36	of	of	ADP
ssh-187	67	37	employment	employment	NOUN
ssh-187	67	38	informatization	informatization	NOUN
ssh-187	67	39	complete	complete	ADJ
ssh-187	67	40	as	as	ADV
ssh-187	67	41	soon	soon	ADV
ssh-187	67	42	as	as	ADP
ssh-187	67	43	possible	possible	ADJ
ssh-187	67	44	.	.	PUNCT
ssh-187	68	1	5	5	X
ssh-187	68	2	.	.	X
ssh-187	68	3	employment	employment	NOUN
ssh-187	68	4	data	data	PROPN
ssh-187	68	5	analysis	analysis	NOUN
ssh-187	68	6	fig	fig	NOUN
ssh-187	68	7	1	1	NUM
ssh-187	68	8	.	.	PUNCT
ssh-187	69	1	the	the	DET
ssh-187	69	2	storage	storage	NOUN
ssh-187	69	3	methods	method	NOUN
ssh-187	69	4	this	this	DET
ssh-187	69	5	paper	paper	NOUN
ssh-187	69	6	analyzes	analyze	VERB
ssh-187	69	7	the	the	DET
ssh-187	69	8	storage	storage	NOUN
ssh-187	69	9	methods	method	NOUN
ssh-187	69	10	of	of	ADP
ssh-187	69	11	lagou.com	lagou.com	NOUN
ssh-187	69	12	's	's	PART
ssh-187	69	13	recruitment	recruitment	NOUN
ssh-187	69	14	information	information	NOUN
ssh-187	69	15	for	for	ADP
ssh-187	69	16	key	key	ADJ
ssh-187	69	17	data	datum	NOUN
ssh-187	69	18	acquisition	acquisition	NOUN
ssh-187	69	19	research	research	NOUN
ssh-187	69	20	,	,	PUNCT
ssh-187	69	21	develops	develops	AUX
ssh-187	69	22	based	base	VERB
ssh-187	69	23	on	on	ADP
ssh-187	69	24	python	python	PROPN
ssh-187	69	25	technology	technology	NOUN
ssh-187	69	26	,	,	PUNCT
ssh-187	69	27	and	and	CCONJ
ssh-187	69	28	comprehensively	comprehensively	ADV
ssh-187	69	29	uses	use	VERB
ssh-187	69	30	multiple	multiple	ADJ
ssh-187	69	31	python	python	NOUN
ssh-187	69	32	network	network	NOUN
ssh-187	69	33	function	function	NOUN
ssh-187	69	34	libraries	library	NOUN
ssh-187	69	35	.	.	PUNCT
ssh-187	70	1	and	and	CCONJ
ssh-187	70	2	get	get	VERB
ssh-187	70	3	information	information	NOUN
ssh-187	70	4	about	about	ADP
ssh-187	70	5	work	work	NOUN
ssh-187	70	6	location	location	NOUN
ssh-187	70	7	,	,	PUNCT
ssh-187	70	8	work	work	NOUN
ssh-187	70	9	experience	experience	NOUN
ssh-187	70	10	,	,	PUNCT
ssh-187	70	11	academic	academic	ADJ
ssh-187	70	12	requirements	requirement	NOUN
ssh-187	70	13	,	,	PUNCT
ssh-187	70	14	financing	financing	NOUN
ssh-187	70	15	stage	stage	NOUN
ssh-187	70	16	,	,	PUNCT
ssh-187	70	17	company	company	NOUN
ssh-187	70	18	size	size	NOUN
ssh-187	70	19	,	,	PUNCT
ssh-187	70	20	industry	industry	NOUN
ssh-187	70	21	area	area	NOUN
ssh-187	70	22	,	,	PUNCT
ssh-187	70	23	salary	salary	NOUN
ssh-187	70	24	and	and	CCONJ
ssh-187	70	25	other	other	ADJ
ssh-187	70	26	information	information	NOUN
ssh-187	70	27	from	from	ADP
ssh-187	70	28	it	it	PRON
ssh-187	70	29	.	.	PUNCT
ssh-187	71	1	finally	finally	ADV
ssh-187	71	2	,	,	PUNCT
ssh-187	71	3	save	save	VERB
ssh-187	71	4	the	the	DET
ssh-187	71	5	data	datum	NOUN
ssh-187	71	6	in	in	ADP
ssh-187	71	7	the	the	DET
ssh-187	71	8	database	database	NOUN
ssh-187	71	9	for	for	ADP
ssh-187	71	10	statistical	statistical	ADJ
ssh-187	71	11	analysis	analysis	NOUN
ssh-187	71	12	and	and	CCONJ
ssh-187	71	13	provide	provide	VERB
ssh-187	71	14	data	datum	NOUN
ssh-187	71	15	for	for	ADP
ssh-187	71	16	later	later	ADJ
ssh-187	71	17	employment	employment	NOUN
ssh-187	71	18	recommendation	recommendation	NOUN
ssh-187	71	19	.	.	PUNCT
ssh-187	72	1	this	this	DET
ssh-187	72	2	article	article	NOUN
ssh-187	72	3	uses	use	VERB
ssh-187	72	4	the	the	DET
ssh-187	72	5	data	datum	NOUN
ssh-187	72	6	published	publish	VERB
ssh-187	72	7	on	on	ADP
ssh-187	72	8	lagou	lagou	NOUN
ssh-187	72	9	since	since	SCONJ
ssh-187	72	10	2021	2021	NUM
ssh-187	72	11	as	as	ADP
ssh-187	72	12	the	the	DET
ssh-187	72	13	search	search	NOUN
ssh-187	72	14	scope	scope	NOUN
ssh-187	72	15	,	,	PUNCT
ssh-187	72	16	and	and	CCONJ
ssh-187	72	17	crawls	crawl	VERB
ssh-187	72	18	all	all	DET
ssh-187	72	19	the	the	DET
ssh-187	72	20	job	job	NOUN
ssh-187	72	21	recruitment	recruitment	NOUN
ssh-187	72	22	information	information	NOUN
ssh-187	72	23	data	datum	NOUN
ssh-187	72	24	related	relate	VERB
ssh-187	72	25	to	to	ADP
ssh-187	72	26	python	python	PROPN
ssh-187	72	27	.	.	PUNCT
ssh-187	73	1	in	in	ADP
ssh-187	73	2	the	the	DET
ssh-187	73	3	process	process	NOUN
ssh-187	73	4	of	of	ADP
ssh-187	73	5	information	information	NOUN
ssh-187	73	6	collection	collection	NOUN
ssh-187	73	7	,	,	PUNCT
ssh-187	73	8	the	the	DET
ssh-187	73	9	search	search	NOUN
ssh-187	73	10	range	range	NOUN
ssh-187	73	11	url	url	NOUN
ssh-187	73	12	is	be	AUX
ssh-187	73	13	used	use	VERB
ssh-187	73	14	as	as	ADP
ssh-187	73	15	the	the	DET
ssh-187	73	16	target	target	NOUN
ssh-187	73	17	url	url	NOUN
ssh-187	73	18	of	of	ADP
ssh-187	73	19	the	the	DET
ssh-187	73	20	web	web	NOUN
ssh-187	73	21	crawler	crawler	NOUN
ssh-187	73	22	,	,	PUNCT
ssh-187	73	23	and	and	CCONJ
ssh-187	73	24	the	the	DET
ssh-187	73	25	requests	request	NOUN
ssh-187	73	26	library	library	NOUN
ssh-187	73	27	is	be	AUX
ssh-187	73	28	used	use	VERB
ssh-187	73	29	to	to	PART
ssh-187	73	30	download	download	VERB
ssh-187	73	31	the	the	DET
ssh-187	73	32	target	target	NOUN
ssh-187	73	33	web	web	NOUN
ssh-187	73	34	page	page	NOUN
ssh-187	73	35	to	to	PART
ssh-187	73	36	obtain	obtain	VERB
ssh-187	73	37	the	the	DET
ssh-187	73	38	instantiated	instantiate	VERB
ssh-187	73	39	object	object	NOUN
ssh-187	73	40	.	.	PUNCT
ssh-187	74	1	the	the	DET
ssh-187	74	2	obtained	obtain	VERB
ssh-187	74	3	information	information	NOUN
ssh-187	74	4	is	be	AUX
ssh-187	74	5	parsed	parse	VERB
ssh-187	74	6	using	use	VERB
ssh-187	74	7	the	the	DET
ssh-187	74	8	bs4	bs4	PROPN
ssh-187	74	9	library	library	NOUN
ssh-187	74	10	to	to	PART
ssh-187	74	11	parse	parse	VERB
ssh-187	74	12	the	the	DET
ssh-187	74	13	web	web	NOUN
ssh-187	74	14	page	page	NOUN
ssh-187	74	15	to	to	PART
ssh-187	74	16	obtain	obtain	VERB
ssh-187	74	17	the	the	DET
ssh-187	74	18	required	required	ADJ
ssh-187	74	19	information	information	NOUN
ssh-187	74	20	,	,	PUNCT
ssh-187	74	21	and	and	CCONJ
ssh-187	74	22	assign	assign	VERB
ssh-187	74	23	values	value	NOUN
ssh-187	74	24	to	to	ADP
ssh-187	74	25	variables	variable	NOUN
ssh-187	74	26	respectively	respectively	ADV
ssh-187	74	27	.	.	PUNCT
ssh-187	75	1	use	use	VERB
ssh-187	75	2	the	the	DET
ssh-187	75	3	time	time	NOUN
ssh-187	75	4	library	library	NOUN
ssh-187	75	5	to	to	PART
ssh-187	75	6	control	control	VERB
ssh-187	75	7	the	the	DET
ssh-187	75	8	frequency	frequency	NOUN
ssh-187	75	9	,	,	PUNCT
ssh-187	75	10	and	and	CCONJ
ssh-187	75	11	stop	stop	VERB
ssh-187	75	12	for	for	ADP
ssh-187	75	13	30	30	NUM
ssh-187	75	14	seconds	second	NOUN
ssh-187	75	15	every	every	DET
ssh-187	75	16	time	time	NOUN
ssh-187	75	17	a	a	DET
ssh-187	75	18	page	page	NOUN
ssh-187	75	19	is	be	AUX
ssh-187	75	20	crawled	crawl	VERB
ssh-187	75	21	to	to	PART
ssh-187	75	22	avoid	avoid	VERB
ssh-187	75	23	high	high	ADJ
ssh-187	75	24	frequency	frequency	NOUN
ssh-187	75	25	access	access	NOUN
ssh-187	75	26	.	.	PUNCT
ssh-187	76	1	after	after	SCONJ
ssh-187	76	2	the	the	DET
ssh-187	76	3	information	information	NOUN
ssh-187	76	4	collection	collection	NOUN
ssh-187	76	5	is	be	AUX
ssh-187	76	6	completed	complete	VERB
ssh-187	76	7	,	,	PUNCT
ssh-187	76	8	connect	connect	VERB
ssh-187	76	9	to	to	ADP
ssh-187	76	10	the	the	DET
ssh-187	76	11	mysql	mysql	NOUN
ssh-187	76	12	database	database	NOUN
ssh-187	76	13	and	and	CCONJ
ssh-187	76	14	use	use	VERB
ssh-187	76	15	the	the	DET
ssh-187	76	16	for	for	ADP
ssh-187	76	17	loop	loop	NOUN
ssh-187	76	18	to	to	PART
ssh-187	76	19	traverse	traverse	VERB
ssh-187	76	20	the	the	DET
ssh-187	76	21	data	datum	NOUN
ssh-187	76	22	row	row	NOUN
ssh-187	76	23	by	by	ADP
ssh-187	76	24	row	row	NOUN
ssh-187	76	25	and	and	CCONJ
ssh-187	76	26	store	store	VERB
ssh-187	76	27	it	it	PRON
ssh-187	76	28	into	into	ADP
ssh-187	76	29	the	the	DET
ssh-187	76	30	database	database	NOUN
ssh-187	76	31	.	.	PUNCT
ssh-187	77	1	the	the	DET
ssh-187	77	2	crawler	crawler	NOUN
ssh-187	77	3	collected	collect	VERB
ssh-187	77	4	more	more	ADJ
ssh-187	77	5	than	than	ADP
ssh-187	77	6	10,000	10,000	NUM
ssh-187	77	7	pieces	piece	NOUN
ssh-187	77	8	of	of	ADP
ssh-187	77	9	recruitment	recruitment	NOUN
ssh-187	77	10	information	information	NOUN
ssh-187	77	11	.	.	PUNCT
ssh-187	78	1	in	in	ADP
ssh-187	78	2	order	order	NOUN
ssh-187	78	3	to	to	PART
ssh-187	78	4	ensure	ensure	VERB
ssh-187	78	5	the	the	DET
ssh-187	78	6	reliability	reliability	NOUN
ssh-187	78	7	of	of	ADP
ssh-187	78	8	data	datum	NOUN
ssh-187	78	9	and	and	CCONJ
ssh-187	78	10	the	the	DET
ssh-187	78	11	authenticity	authenticity	NOUN
ssh-187	78	12	of	of	ADP
ssh-187	78	13	research	research	NOUN
ssh-187	78	14	,	,	PUNCT
ssh-187	78	15	it	it	PRON
ssh-187	78	16	is	be	AUX
ssh-187	78	17	necessary	necessary	ADJ
ssh-187	78	18	to	to	PART
ssh-187	78	19	preprocess	preprocess	VERB
ssh-187	78	20	the	the	DET
ssh-187	78	21	selected	select	VERB
ssh-187	78	22	samples	sample	NOUN
ssh-187	78	23	.	.	PUNCT
ssh-187	79	1	when	when	SCONJ
ssh-187	79	2	processing	processing	NOUN
ssh-187	79	3	samples	sample	NOUN
ssh-187	79	4	,	,	PUNCT
ssh-187	79	5	it	it	PRON
ssh-187	79	6	is	be	AUX
ssh-187	79	7	necessary	necessary	ADJ
ssh-187	79	8	to	to	PART
ssh-187	79	9	remove	remove	VERB
ssh-187	79	10	or	or	CCONJ
ssh-187	79	11	complete	complete	VERB
ssh-187	79	12	missing	missing	ADJ
ssh-187	79	13	data	datum	NOUN
ssh-187	79	14	,	,	PUNCT
ssh-187	79	15	remove	remove	VERB
ssh-187	79	16	or	or	CCONJ
ssh-187	79	17	modify	modify	VERB
ssh-187	79	18	data	datum	NOUN
ssh-187	79	19	with	with	ADP
ssh-187	79	20	logical	logical	ADJ
ssh-187	79	21	errors	error	NOUN
ssh-187	79	22	,	,	PUNCT
ssh-187	79	23	and	and	CCONJ
ssh-187	79	24	remove	remove	VERB
ssh-187	79	25	unnecessary	unnecessary	ADJ
ssh-187	79	26	data	datum	NOUN
ssh-187	79	27	.	.	PUNCT
ssh-187	80	1	for	for	ADP
ssh-187	80	2	employment	employment	NOUN
ssh-187	80	3	data	datum	NOUN
ssh-187	80	4	analysis	analysis	NOUN
ssh-187	80	5	,	,	PUNCT
ssh-187	80	6	the	the	DET
ssh-187	80	7	most	most	ADV
ssh-187	80	8	important	important	ADJ
ssh-187	80	9	thing	thing	NOUN
ssh-187	80	10	is	be	AUX
ssh-187	80	11	salary	salary	NOUN
ssh-187	80	12	analysis	analysis	NOUN
ssh-187	80	13	.	.	PUNCT
ssh-187	81	1	for	for	ADP
ssh-187	81	2	each	each	DET
ssh-187	81	3	element	element	NOUN
ssh-187	81	4	of	of	ADP
ssh-187	81	5	the	the	DET
ssh-187	81	6	extracted	extract	VERB
ssh-187	81	7	salary	salary	NOUN
ssh-187	81	8	list	list	NOUN
ssh-187	81	9	,	,	PUNCT
ssh-187	81	10	use	use	VERB
ssh-187	81	11	regular	regular	ADJ
ssh-187	81	12	expression	expression	NOUN
ssh-187	81	13	to	to	PART
ssh-187	81	14	match	match	VERB
ssh-187	81	15	the	the	DET
ssh-187	81	16	first	first	ADJ
ssh-187	81	17	two	two	NUM
ssh-187	81	18	numbers	number	NOUN
ssh-187	81	19	,	,	PUNCT
ssh-187	81	20	that	that	ADV
ssh-187	81	21	is	is	ADV
ssh-187	81	22	,	,	PUNCT
ssh-187	81	23	the	the	DET
ssh-187	81	24	upper	upper	ADJ
ssh-187	81	25	and	and	CCONJ
ssh-187	81	26	lower	low	ADJ
ssh-187	81	27	salary	salary	NOUN
ssh-187	81	28	limits	limit	NOUN
ssh-187	81	29	of	of	ADP
ssh-187	81	30	this	this	DET
ssh-187	81	31	job	job	NOUN
ssh-187	81	32	,	,	PUNCT
ssh-187	81	33	find	find	VERB
ssh-187	81	34	an	an	DET
ssh-187	81	35	average	average	ADJ
ssh-187	81	36	value	value	NOUN
ssh-187	81	37	,	,	PUNCT
ssh-187	81	38	traverse	traverse	VERB
ssh-187	81	39	the	the	DET
ssh-187	81	40	whole	whole	ADJ
ssh-187	81	41	list	list	NOUN
ssh-187	81	42	,	,	PUNCT
ssh-187	81	43	and	and	CCONJ
ssh-187	81	44	make	make	VERB
ssh-187	81	45	statistics	statistic	NOUN
ssh-187	81	46	on	on	ADP
ssh-187	81	47	salary	salary	NOUN
ssh-187	81	48	distribution	distribution	NOUN
ssh-187	81	49	.	.	PUNCT
ssh-187	82	1	at	at	ADP
ssh-187	82	2	the	the	DET
ssh-187	82	3	same	same	ADJ
ssh-187	82	4	time	time	NOUN
ssh-187	82	5	,	,	PUNCT
ssh-187	82	6	by	by	ADP
ssh-187	82	7	positioning	positioning	NOUN
ssh-187	82	8	and	and	CCONJ
ssh-187	82	9	including	include	VERB
ssh-187	82	10	character	character	NOUN
ssh-187	82	11	segments	segment	NOUN
ssh-187	82	12	,	,	PUNCT
ssh-187	82	13	the	the	DET
ssh-187	82	14	work	work	NOUN
ssh-187	82	15	and	and	CCONJ
ssh-187	82	16	corresponding	corresponding	ADJ
ssh-187	82	17	salary	salary	NOUN
ssh-187	82	18	of	of	ADP
ssh-187	82	19	each	each	DET
ssh-187	82	20	region	region	NOUN
ssh-187	82	21	can	can	AUX
ssh-187	82	22	be	be	AUX
ssh-187	82	23	extracted	extract	VERB
ssh-187	82	24	,	,	PUNCT
ssh-187	82	25	and	and	CCONJ
ssh-187	82	26	then	then	ADV
ssh-187	82	27	the	the	DET
ssh-187	82	28	average	average	ADJ
ssh-187	82	29	salary	salary	NOUN
ssh-187	82	30	of	of	ADP
ssh-187	82	31	each	each	DET
ssh-187	82	32	region	region	NOUN
ssh-187	82	33	can	can	AUX
ssh-187	82	34	bcp	bcp	VERB
ssh-187	82	35	social	social	PROPN
ssh-187	82	36	sciences	sciences	PROPN
ssh-187	82	37	&	&	CCONJ
ssh-187	82	38	humanities	humanity	NOUN
ssh-187	82	39	erss	erss	VERB
ssh-187	82	40	2021	2021	NUM
ssh-187	82	41	volume	volume	NOUN
ssh-187	82	42	14	14	NUM
ssh-187	82	43	(	(	PUNCT
ssh-187	82	44	2021	2021	NUM
ssh-187	82	45	)	)	PUNCT
ssh-187	82	46	167	167	NUM
ssh-187	82	47	be	be	AUX
ssh-187	82	48	analyzed	analyze	VERB
ssh-187	82	49	through	through	ADP
ssh-187	82	50	job	job	NOUN
ssh-187	82	51	statistics	statistic	NOUN
ssh-187	82	52	of	of	ADP
ssh-187	82	53	each	each	DET
ssh-187	82	54	region	region	NOUN
ssh-187	82	55	.	.	PUNCT
ssh-187	83	1	on	on	ADP
ssh-187	83	2	this	this	DET
ssh-187	83	3	basis	basis	NOUN
ssh-187	83	4	,	,	PUNCT
ssh-187	83	5	the	the	DET
ssh-187	83	6	salary	salary	NOUN
ssh-187	83	7	level	level	NOUN
ssh-187	83	8	of	of	ADP
ssh-187	83	9	each	each	DET
ssh-187	83	10	industry	industry	NOUN
ssh-187	83	11	is	be	AUX
ssh-187	83	12	calculated	calculate	VERB
ssh-187	83	13	according	accord	VERB
ssh-187	83	14	to	to	ADP
ssh-187	83	15	the	the	DET
ssh-187	83	16	number	number	NOUN
ssh-187	83	17	of	of	ADP
ssh-187	83	18	posts	post	NOUN
ssh-187	83	19	in	in	ADP
ssh-187	83	20	each	each	DET
ssh-187	83	21	industry	industry	NOUN
ssh-187	83	22	and	and	CCONJ
ssh-187	83	23	the	the	DET
ssh-187	83	24	corresponding	corresponding	ADJ
ssh-187	83	25	average	average	ADJ
ssh-187	83	26	salary	salary	NOUN
ssh-187	83	27	.	.	PUNCT
ssh-187	84	1	the	the	DET
ssh-187	84	2	analysis	analysis	NOUN
ssh-187	84	3	results	result	NOUN
ssh-187	84	4	show	show	VERB
ssh-187	84	5	that	that	SCONJ
ssh-187	84	6	the	the	DET
ssh-187	84	7	salary	salary	NOUN
ssh-187	84	8	level	level	NOUN
ssh-187	84	9	of	of	ADP
ssh-187	84	10	"	"	PUNCT
ssh-187	84	11	python	python	NOUN
ssh-187	84	12	"	"	PUNCT
ssh-187	84	13	post	post	NOUN
ssh-187	84	14	is	be	AUX
ssh-187	84	15	generally	generally	ADV
ssh-187	84	16	satisfactory	satisfactory	ADJ
ssh-187	84	17	.	.	PUNCT
ssh-187	85	1	mainly	mainly	ADV
ssh-187	85	2	concentrated	concentrate	VERB
ssh-187	85	3	in	in	ADP
ssh-187	85	4	the	the	DET
ssh-187	85	5	monthly	monthly	ADJ
ssh-187	85	6	salary	salary	NOUN
ssh-187	85	7	of	of	ADP
ssh-187	85	8	10	10	NUM
ssh-187	85	9	~	~	SYM
ssh-187	85	10	25	25	NUM
ssh-187	85	11	k	k	NOUN
ssh-187	85	12	,	,	PUNCT
ssh-187	85	13	the	the	DET
ssh-187	85	14	monthly	monthly	ADJ
ssh-187	85	15	salary	salary	NOUN
ssh-187	85	16	above	above	ADP
ssh-187	85	17	and	and	CCONJ
ssh-187	85	18	below	below	ADP
ssh-187	85	19	20	20	NUM
ssh-187	85	20	k	k	NOUN
ssh-187	85	21	accounted	account	VERB
ssh-187	85	22	for	for	ADP
ssh-187	85	23	about	about	ADV
ssh-187	85	24	50	50	NUM
ssh-187	85	25	%	%	NOUN
ssh-187	85	26	respectively	respectively	ADV
ssh-187	85	27	,	,	PUNCT
ssh-187	85	28	and	and	CCONJ
ssh-187	85	29	the	the	DET
ssh-187	85	30	overall	overall	ADJ
ssh-187	85	31	income	income	NOUN
ssh-187	85	32	level	level	NOUN
ssh-187	85	33	remained	remain	VERB
ssh-187	85	34	at	at	ADP
ssh-187	85	35	a	a	DET
ssh-187	85	36	relatively	relatively	ADV
ssh-187	85	37	high	high	ADJ
ssh-187	85	38	level	level	NOUN
ssh-187	85	39	.	.	PUNCT
ssh-187	86	1	some	some	DET
ssh-187	86	2	people	people	NOUN
ssh-187	86	3	can	can	AUX
ssh-187	86	4	get	get	VERB
ssh-187	86	5	a	a	DET
ssh-187	86	6	high	high	ADJ
ssh-187	86	7	salary	salary	NOUN
ssh-187	86	8	of	of	ADP
ssh-187	86	9	40k/	40k/	PROPN
ssh-187	86	10	month	month	NOUN
ssh-187	86	11	.	.	PUNCT
ssh-187	87	1	the	the	DET
ssh-187	87	2	median	median	ADJ
ssh-187	87	3	salary	salary	NOUN
ssh-187	87	4	distribution	distribution	NOUN
ssh-187	87	5	in	in	ADP
ssh-187	87	6	shanghai	shanghai	PROPN
ssh-187	87	7	is	be	AUX
ssh-187	87	8	about	about	ADP
ssh-187	87	9	22k	22k	NOUN
ssh-187	87	10	,	,	PUNCT
ssh-187	87	11	ranking	rank	VERB
ssh-187	87	12	first	first	ADV
ssh-187	87	13	in	in	ADP
ssh-187	87	14	china	china	PROPN
ssh-187	87	15	.	.	PUNCT
ssh-187	88	1	secondly	secondly	ADV
ssh-187	88	2	,	,	PUNCT
ssh-187	88	3	the	the	DET
ssh-187	88	4	median	median	NOUN
ssh-187	88	5	of	of	ADP
ssh-187	88	6	beijing	beijing	PROPN
ssh-187	88	7	and	and	CCONJ
ssh-187	88	8	suzhou	suzhou	PROPN
ssh-187	88	9	is	be	AUX
ssh-187	88	10	about	about	ADP
ssh-187	88	11	20k	20k	NOUN
ssh-187	88	12	,	,	PUNCT
ssh-187	88	13	while	while	SCONJ
ssh-187	88	14	the	the	DET
ssh-187	88	15	median	median	NOUN
ssh-187	88	16	of	of	ADP
ssh-187	88	17	jinan	jinan	PROPN
ssh-187	88	18	is	be	AUX
ssh-187	88	19	only	only	ADV
ssh-187	88	20	about	about	ADP
ssh-187	88	21	8k	8k	NUM
ssh-187	88	22	.	.	PUNCT
ssh-187	89	1	it	it	PRON
ssh-187	89	2	can	can	AUX
ssh-187	89	3	be	be	AUX
ssh-187	89	4	seen	see	VERB
ssh-187	89	5	that	that	SCONJ
ssh-187	89	6	the	the	DET
ssh-187	89	7	development	development	NOUN
ssh-187	89	8	of	of	ADP
ssh-187	89	9	python	python	NOUN
ssh-187	89	10	is	be	AUX
ssh-187	89	11	mainly	mainly	ADV
ssh-187	89	12	concentrated	concentrate	VERB
ssh-187	89	13	in	in	ADP
ssh-187	89	14	beijing	beijing	PROPN
ssh-187	89	15	,	,	PUNCT
ssh-187	89	16	shanghai	shanghai	PROPN
ssh-187	89	17	,	,	PUNCT
ssh-187	89	18	shenzhen	shenzhen	PROPN
ssh-187	89	19	,	,	PUNCT
ssh-187	89	20	suzhou	suzhou	PROPN
ssh-187	89	21	and	and	CCONJ
ssh-187	89	22	other	other	ADJ
ssh-187	89	23	regions	region	NOUN
ssh-187	89	24	.	.	PUNCT
ssh-187	90	1	a	a	DET
ssh-187	90	2	bachelor	bachelor	NOUN
ssh-187	90	3	's	's	PART
ssh-187	90	4	degree	degree	NOUN
ssh-187	90	5	is	be	AUX
ssh-187	90	6	a	a	DET
ssh-187	90	7	stepping	stepping	ADJ
ssh-187	90	8	stone	stone	NOUN
ssh-187	90	9	to	to	ADP
ssh-187	90	10	the	the	DET
ssh-187	90	11	python	python	NOUN
ssh-187	90	12	industry	industry	NOUN
ssh-187	90	13	.	.	PUNCT
ssh-187	91	1	if	if	SCONJ
ssh-187	91	2	you	you	PRON
ssh-187	91	3	have	have	VERB
ssh-187	91	4	rich	rich	ADJ
ssh-187	91	5	work	work	NOUN
ssh-187	91	6	experience	experience	NOUN
ssh-187	91	7	and	and	CCONJ
ssh-187	91	8	strong	strong	ADJ
ssh-187	91	9	technical	technical	ADJ
ssh-187	91	10	capabilities	capability	NOUN
ssh-187	91	11	,	,	PUNCT
ssh-187	91	12	you	you	PRON
ssh-187	91	13	will	will	AUX
ssh-187	91	14	also	also	ADV
ssh-187	91	15	have	have	VERB
ssh-187	91	16	advantages	advantage	NOUN
ssh-187	91	17	.	.	PUNCT
ssh-187	92	1	6	6	X
ssh-187	92	2	.	.	X
ssh-187	92	3	conclusion	conclusion	NOUN
ssh-187	92	4	in	in	ADP
ssh-187	92	5	this	this	DET
ssh-187	92	6	paper	paper	NOUN
ssh-187	92	7	,	,	PUNCT
ssh-187	92	8	through	through	ADP
ssh-187	92	9	the	the	DET
ssh-187	92	10	research	research	NOUN
ssh-187	92	11	of	of	ADP
ssh-187	92	12	web	web	NOUN
ssh-187	92	13	crawler	crawler	NOUN
ssh-187	92	14	technology	technology	NOUN
ssh-187	92	15	,	,	PUNCT
ssh-187	92	16	taking	take	VERB
ssh-187	92	17	python	python	NOUN
ssh-187	92	18	-	-	PUNCT
ssh-187	92	19	related	relate	VERB
ssh-187	92	20	posts	post	NOUN
ssh-187	92	21	of	of	ADP
ssh-187	92	22	lagou.com	lagou.com	X
ssh-187	92	23	as	as	ADP
ssh-187	92	24	an	an	DET
ssh-187	92	25	example	example	NOUN
ssh-187	92	26	,	,	PUNCT
ssh-187	92	27	we	we	PRON
ssh-187	92	28	can	can	AUX
ssh-187	92	29	deeply	deeply	ADV
ssh-187	92	30	understand	understand	VERB
ssh-187	92	31	the	the	DET
ssh-187	92	32	concept	concept	NOUN
ssh-187	92	33	of	of	ADP
ssh-187	92	34	web	web	NOUN
ssh-187	92	35	crawler	crawler	NOUN
ssh-187	92	36	,	,	PUNCT
ssh-187	92	37	crawler	crawler	NOUN
ssh-187	92	38	strategy	strategy	NOUN
ssh-187	92	39	and	and	CCONJ
ssh-187	92	40	other	other	ADJ
ssh-187	92	41	aspects	aspect	NOUN
ssh-187	92	42	.	.	PUNCT
ssh-187	93	1	by	by	ADP
ssh-187	93	2	obtaining	obtain	VERB
ssh-187	93	3	the	the	DET
ssh-187	93	4	target	target	NOUN
ssh-187	93	5	page	page	NOUN
ssh-187	93	6	information	information	NOUN
ssh-187	93	7	,	,	PUNCT
ssh-187	93	8	analyzing	analyze	VERB
ssh-187	93	9	the	the	DET
ssh-187	93	10	url	url	NOUN
ssh-187	93	11	in	in	ADP
ssh-187	93	12	the	the	DET
ssh-187	93	13	page	page	NOUN
ssh-187	93	14	,	,	PUNCT
ssh-187	93	15	and	and	CCONJ
ssh-187	93	16	at	at	ADP
ssh-187	93	17	the	the	DET
ssh-187	93	18	same	same	ADJ
ssh-187	93	19	time	time	NOUN
ssh-187	93	20	filtering	filter	VERB
ssh-187	93	21	the	the	DET
ssh-187	93	22	constructed	construct	VERB
ssh-187	93	23	url	url	NOUN
ssh-187	93	24	again	again	ADV
ssh-187	93	25	,	,	PUNCT
ssh-187	93	26	and	and	CCONJ
ssh-187	93	27	storing	store	VERB
ssh-187	93	28	it	it	PRON
ssh-187	93	29	in	in	ADP
ssh-187	93	30	the	the	DET
ssh-187	93	31	database	database	NOUN
ssh-187	93	32	.	.	PUNCT
ssh-187	94	1	on	on	ADP
ssh-187	94	2	this	this	DET
ssh-187	94	3	basis	basis	NOUN
ssh-187	94	4	,	,	PUNCT
ssh-187	94	5	the	the	DET
ssh-187	94	6	data	datum	NOUN
ssh-187	94	7	will	will	AUX
ssh-187	94	8	be	be	AUX
ssh-187	94	9	deeply	deeply	ADV
ssh-187	94	10	mined	mine	VERB
ssh-187	94	11	and	and	CCONJ
ssh-187	94	12	a	a	DET
ssh-187	94	13	series	series	NOUN
ssh-187	94	14	of	of	ADP
ssh-187	94	15	data	datum	NOUN
ssh-187	94	16	analysis	analysis	NOUN
ssh-187	94	17	methods	method	NOUN
ssh-187	94	18	will	will	AUX
ssh-187	94	19	be	be	AUX
ssh-187	94	20	used	use	VERB
ssh-187	94	21	,	,	PUNCT
ssh-187	94	22	to	to	PART
ssh-187	94	23	obtain	obtain	VERB
ssh-187	94	24	a	a	DET
ssh-187	94	25	series	series	NOUN
ssh-187	94	26	of	of	ADP
ssh-187	94	27	important	important	ADJ
ssh-187	94	28	information	information	NOUN
ssh-187	94	29	about	about	ADP
ssh-187	94	30	the	the	DET
ssh-187	94	31	salary	salary	NOUN
ssh-187	94	32	of	of	ADP
ssh-187	94	33	python	python	NOUN
ssh-187	94	34	jobs	job	NOUN
ssh-187	94	35	,	,	PUNCT
ssh-187	94	36	recruitment	recruitment	NOUN
ssh-187	94	37	needs	need	NOUN
ssh-187	94	38	,	,	PUNCT
ssh-187	94	39	etc	etc	X
ssh-187	94	40	.	.	X
ssh-187	94	41	,	,	PUNCT
ssh-187	94	42	to	to	PART
ssh-187	94	43	provide	provide	VERB
ssh-187	94	44	useful	useful	ADJ
ssh-187	94	45	reference	reference	NOUN
ssh-187	94	46	and	and	CCONJ
ssh-187	94	47	reference	reference	NOUN
ssh-187	94	48	for	for	ADP
ssh-187	94	49	the	the	DET
ssh-187	94	50	employment	employment	NOUN
ssh-187	94	51	of	of	ADP
ssh-187	94	52	college	college	NOUN
ssh-187	94	53	students	student	NOUN
ssh-187	94	54	.	.	PUNCT
ssh-187	95	1	references	reference	NOUN
ssh-187	95	2	[	[	X
ssh-187	95	3	1	1	NUM
ssh-187	95	4	]	]	PUNCT
ssh-187	95	5	zuo	zuo	PROPN
ssh-187	95	6	weigang	weigang	PROPN
ssh-187	95	7	.	.	PUNCT
ssh-187	96	1	research	research	PROPN
ssh-187	96	2	on	on	ADP
ssh-187	96	3	web	web	NOUN
ssh-187	96	4	crawler	crawler	NOUN
ssh-187	96	5	of	of	ADP
ssh-187	96	6	news	news	NOUN
ssh-187	96	7	aggregation	aggregation	NOUN
ssh-187	96	8	system	system	NOUN
ssh-187	96	9	based	base	VERB
ssh-187	96	10	on	on	ADP
ssh-187	96	11	python	python	PROPN
ssh-187	97	1	[	[	X
ssh-187	97	2	j	j	X
ssh-187	97	3	]	]	X
ssh-187	97	4	.	.	PUNCT
ssh-187	98	1	journal	journal	PROPN
ssh-187	98	2	of	of	ADP
ssh-187	98	3	changchun	changchun	PROPN
ssh-187	98	4	normal	normal	ADJ
ssh-187	98	5	university	university	NOUN
ssh-187	98	6	,	,	PUNCT
ssh-187	98	7	2018	2018	NUM
ssh-187	98	8	,	,	PUNCT
ssh-187	98	9	37(12	37(12	NUM
ssh-187	98	10	):	):	PUNCT
ssh-187	98	11	29	29	NUM
ssh-187	98	12	-	-	SYM
ssh-187	98	13	33	33	NUM
ssh-187	98	14	.	.	PUNCT
ssh-187	99	1	[	[	X
ssh-187	99	2	2	2	NUM
ssh-187	99	3	]	]	PUNCT
ssh-187	99	4	xing	xing	PROPN
ssh-187	99	5	li	li	PROPN
ssh-187	99	6	,	,	PUNCT
ssh-187	99	7	wu	wu	PROPN
ssh-187	99	8	maonian	maonian	PROPN
ssh-187	99	9	.	.	PUNCT
ssh-187	100	1	design	design	NOUN
ssh-187	100	2	and	and	CCONJ
ssh-187	100	3	application	application	NOUN
ssh-187	100	4	of	of	ADP
ssh-187	100	5	recruitment	recruitment	NOUN
ssh-187	100	6	theme	theme	NOUN
ssh-187	100	7	crawler	crawler	NOUN
ssh-187	101	1	[	[	X
ssh-187	101	2	j	j	X
ssh-187	101	3	]	]	X
ssh-187	101	4	.	.	PUNCT
ssh-187	102	1	computer	computer	NOUN
ssh-187	102	2	knowledge	knowledge	NOUN
ssh-187	102	3	and	and	CCONJ
ssh-187	102	4	technology	technology	NOUN
ssh-187	102	5	,	,	PUNCT
ssh-187	102	6	2018	2018	NUM
ssh-187	102	7	,	,	PUNCT
ssh-187	102	8	14(25	14(25	NUM
ssh-187	102	9	):	):	PUNCT
ssh-187	102	10	73	73	NUM
ssh-187	102	11	-	-	SYM
ssh-187	102	12	75	75	NUM
ssh-187	102	13	.	.	PUNCT
ssh-187	103	1	[	[	X
ssh-187	103	2	3	3	X
ssh-187	103	3	]	]	X
ssh-187	103	4	zheng	zheng	PROPN
ssh-187	103	5	dingchao	dingchao	PROPN
ssh-187	103	6	,	,	PUNCT
ssh-187	103	7	ma	ma	PROPN
ssh-187	103	8	shaoqiu	shaoqiu	PROPN
ssh-187	103	9	.	.	PUNCT
ssh-187	104	1	research	research	NOUN
ssh-187	104	2	and	and	CCONJ
ssh-187	104	3	design	design	NOUN
ssh-187	104	4	of	of	ADP
ssh-187	104	5	web	web	NOUN
ssh-187	104	6	crawler	crawler	NOUN
ssh-187	105	1	[	[	X
ssh-187	105	2	j	j	X
ssh-187	105	3	]	]	X
ssh-187	105	4	.	.	PUNCT
ssh-187	106	1	computer	computer	NOUN
ssh-187	106	2	knowledge	knowledge	NOUN
ssh-187	106	3	and	and	CCONJ
ssh-187	106	4	technology	technology	NOUN
ssh-187	106	5	,	,	PUNCT
ssh-187	106	6	2018	2018	NUM
ssh-187	106	7	,	,	PUNCT
ssh-187	106	8	14(25	14(25	NUM
ssh-187	106	9	):	):	PUNCT
ssh-187	106	10	43	43	NUM
ssh-187	106	11	-	-	SYM
ssh-187	106	12	45	45	NUM
ssh-187	106	13	.	.	PUNCT
ssh-187	107	1	[	[	X
ssh-187	107	2	4	4	X
ssh-187	107	3	]	]	PUNCT
ssh-187	107	4	yang	yang	PROPN
ssh-187	107	5	guozhi	guozhi	PROPN
ssh-187	107	6	,	,	PUNCT
ssh-187	107	7	jiang	jiang	PROPN
ssh-187	107	8	yefeng	yefeng	PROPN
ssh-187	107	9	.	.	PUNCT
ssh-187	108	1	design	design	NOUN
ssh-187	108	2	and	and	CCONJ
ssh-187	108	3	implementation	implementation	NOUN
ssh-187	108	4	of	of	ADP
ssh-187	108	5	data	datum	NOUN
ssh-187	108	6	collection	collection	NOUN
ssh-187	108	7	system	system	NOUN
ssh-187	108	8	for	for	ADP
ssh-187	108	9	focused	focused	ADJ
ssh-187	108	10	web	web	NOUN
ssh-187	108	11	crawlers	crawler	NOUN
ssh-187	108	12	based	base	VERB
ssh-187	108	13	on	on	ADP
ssh-187	108	14	python	python	PROPN
ssh-187	109	1	[	[	X
ssh-187	109	2	j	j	X
ssh-187	109	3	]	]	X
ssh-187	109	4	.	.	PUNCT
ssh-187	110	1	science	science	NOUN
ssh-187	110	2	and	and	CCONJ
ssh-187	110	3	technology	technology	NOUN
ssh-187	110	4	innovation	innovation	NOUN
ssh-187	110	5	,	,	PUNCT
ssh-187	110	6	2018(27	2018(27	NUM
ssh-187	110	7	):	):	PUNCT
ssh-187	110	8	73	73	NUM
ssh-187	110	9	-	-	SYM
ssh-187	110	10	75	75	NUM
ssh-187	110	11	.	.	PUNCT
ssh-187	111	1	[	[	X
ssh-187	111	2	5	5	X
ssh-187	111	3	]	]	X
ssh-187	111	4	chen	chen	PROPN
ssh-187	111	5	le	le	PROPN
ssh-187	111	6	.	.	PROPN
ssh-187	111	7	web	web	NOUN
ssh-187	111	8	crawler	crawler	NOUN
ssh-187	111	9	technology	technology	NOUN
ssh-187	111	10	based	base	VERB
ssh-187	111	11	on	on	ADP
ssh-187	111	12	python[j	python[j	PROPN
ssh-187	111	13	]	]	PUNCT
ssh-187	111	14	.	.	PUNCT
ssh-187	112	1	electronic	electronic	ADJ
ssh-187	112	2	world	world	NOUN
ssh-187	112	3	,	,	PUNCT
ssh-187	112	4	2018	2018	NUM
ssh-187	112	5	(	(	PUNCT
ssh-187	112	6	16	16	NUM
ssh-187	112	7	):	):	PUNCT
ssh-187	112	8	163	163	NUM
ssh-187	112	9	-	-	SYM
ssh-187	112	10	165	165	NUM
ssh-187	112	11	.	.	PUNCT
ssh-187	113	1	[	[	X
ssh-187	113	2	6	6	NUM
ssh-187	113	3	]	]	X
ssh-187	113	4	tian	tian	PROPN
ssh-187	113	5	xiaoling	xiaoling	PROPN
ssh-187	113	6	,	,	PUNCT
ssh-187	113	7	fang	fang	PROPN
ssh-187	113	8	yuan	yuan	PROPN
ssh-187	113	9	,	,	PUNCT
ssh-187	113	10	jia	jia	PROPN
ssh-187	113	11	minzheng	minzheng	PROPN
ssh-187	113	12	,	,	PUNCT
ssh-187	113	13	etc	etc	X
ssh-187	113	14	.	.	X
ssh-187	113	15	keyword	keyword	NOUN
ssh-187	113	16	web	web	NOUN
ssh-187	113	17	crawler	crawler	NOUN
ssh-187	113	18	design	design	NOUN
ssh-187	113	19	based	base	VERB
ssh-187	113	20	on	on	ADP
ssh-187	113	21	data	data	PROPN
ssh-187	113	22	analysis[j	analysis[j	PROPN
ssh-187	113	23	]	]	PUNCT
ssh-187	113	24	.	.	PUNCT
ssh-187	114	1	journal	journal	PROPN
ssh-187	114	2	of	of	ADP
ssh-187	114	3	beijing	beijing	PROPN
ssh-187	114	4	polytechnic	polytechnic	PROPN
ssh-187	114	5	institute	institute	PROPN
ssh-187	114	6	,	,	PUNCT
ssh-187	114	7	2018	2018	NUM
ssh-187	114	8	,	,	PUNCT
ssh-187	114	9	4(17	4(17	NUM
ssh-187	114	10	):	):	PUNCT
ssh-187	114	11	38	38	NUM
ssh-187	114	12	-	-	SYM
ssh-187	114	13	45	45	NUM
ssh-187	114	14	.	.	PUNCT