id	sid	tid	token	lemma	pos
fbem-23802	1	1	frontiers	frontier	NOUN
fbem-23802	1	2	in	in	ADP
fbem-23802	1	3	business	business	NOUN
fbem-23802	1	4	,	,	PUNCT
fbem-23802	1	5	economics	economic	NOUN
fbem-23802	1	6	and	and	CCONJ
fbem-23802	1	7	management	management	NOUN
fbem-23802	1	8	issn	issn	PROPN
fbem-23802	1	9	:	:	PUNCT
fbem-23802	1	10	2766	2766	NUM
fbem-23802	1	11	-	-	PUNCT
fbem-23802	1	12	824x	824x	NUM
fbem-23802	1	13	|	|	ADJ
fbem-23802	1	14	vol	vol	NOUN
fbem-23802	1	15	.	.	PROPN
fbem-23802	1	16	15	15	NUM
fbem-23802	1	17	,	,	PUNCT
fbem-23802	1	18	no	no	INTJ
fbem-23802	1	19	.	.	NOUN
fbem-23802	1	20	3	3	NUM
fbem-23802	1	21	,	,	PUNCT
fbem-23802	1	22	2024	2024	NUM
fbem-23802	1	23	427	427	NUM
fbem-23802	1	24	analysis	analysis	NOUN
fbem-23802	1	25	of	of	ADP
fbem-23802	1	26	apple	apple	NOUN
fbem-23802	1	27	stock	stock	NOUN
fbem-23802	1	28	based	base	VERB
fbem-23802	1	29	on	on	ADP
fbem-23802	1	30	r	r	PROPN
fbem-23802	1	31	junjie	junjie	PROPN
fbem-23802	1	32	yu	yu	PROPN
fbem-23802	1	33	,	,	PUNCT
fbem-23802	1	34	wenjia	wenjia	PROPN
fbem-23802	1	35	sang	sang	PROPN
fbem-23802	1	36	,	,	PUNCT
fbem-23802	1	37	yiqian	yiqian	PROPN
fbem-23802	1	38	tang	tang	PROPN
fbem-23802	1	39	anhui	anhui	PROPN
fbem-23802	1	40	university	university	PROPN
fbem-23802	1	41	of	of	ADP
fbem-23802	1	42	finance	finance	NOUN
fbem-23802	1	43	and	and	CCONJ
fbem-23802	1	44	economics	economic	NOUN
fbem-23802	1	45	,	,	PUNCT
fbem-23802	1	46	bengbu	bengbu	NOUN
fbem-23802	1	47	,	,	PUNCT
fbem-23802	1	48	china	china	PROPN
fbem-23802	1	49	abstract	abstract	NOUN
fbem-23802	1	50	:	:	PUNCT
fbem-23802	1	51	with	with	ADP
fbem-23802	1	52	the	the	DET
fbem-23802	1	53	continuous	continuous	ADJ
fbem-23802	1	54	development	development	NOUN
fbem-23802	1	55	of	of	ADP
fbem-23802	1	56	china	china	PROPN
fbem-23802	1	57	's	's	PART
fbem-23802	1	58	economy	economy	NOUN
fbem-23802	1	59	,	,	PUNCT
fbem-23802	1	60	the	the	DET
fbem-23802	1	61	stock	stock	NOUN
fbem-23802	1	62	market	market	NOUN
fbem-23802	1	63	is	be	AUX
fbem-23802	1	64	becoming	become	VERB
fbem-23802	1	65	increasingly	increasingly	ADV
fbem-23802	1	66	mature	mature	ADJ
fbem-23802	1	67	,	,	PUNCT
fbem-23802	1	68	and	and	CCONJ
fbem-23802	1	69	stocks	stock	NOUN
fbem-23802	1	70	play	play	VERB
fbem-23802	1	71	a	a	DET
fbem-23802	1	72	crucial	crucial	ADJ
fbem-23802	1	73	role	role	NOUN
fbem-23802	1	74	in	in	ADP
fbem-23802	1	75	the	the	DET
fbem-23802	1	76	economic	economic	ADJ
fbem-23802	1	77	life	life	NOUN
fbem-23802	1	78	.	.	PUNCT
fbem-23802	2	1	the	the	DET
fbem-23802	2	2	development	development	NOUN
fbem-23802	2	3	and	and	CCONJ
fbem-23802	2	4	changes	change	NOUN
fbem-23802	2	5	in	in	ADP
fbem-23802	2	6	stocks	stock	NOUN
fbem-23802	2	7	can	can	AUX
fbem-23802	2	8	measure	measure	VERB
fbem-23802	2	9	the	the	DET
fbem-23802	2	10	economic	economic	ADJ
fbem-23802	2	11	development	development	NOUN
fbem-23802	2	12	of	of	ADP
fbem-23802	2	13	enterprises	enterprise	NOUN
fbem-23802	2	14	.	.	PUNCT
fbem-23802	3	1	meanwhile	meanwhile	ADV
fbem-23802	3	2	,	,	PUNCT
fbem-23802	3	3	stock	stock	NOUN
fbem-23802	3	4	investment	investment	NOUN
fbem-23802	3	5	has	have	AUX
fbem-23802	3	6	become	become	VERB
fbem-23802	3	7	a	a	DET
fbem-23802	3	8	means	mean	NOUN
fbem-23802	3	9	for	for	SCONJ
fbem-23802	3	10	people	people	NOUN
fbem-23802	3	11	to	to	PART
fbem-23802	3	12	obtain	obtain	VERB
fbem-23802	3	13	economic	economic	ADJ
fbem-23802	3	14	benefits	benefit	NOUN
fbem-23802	3	15	.	.	PUNCT
fbem-23802	4	1	the	the	DET
fbem-23802	4	2	development	development	NOUN
fbem-23802	4	3	of	of	ADP
fbem-23802	4	4	stocks	stock	NOUN
fbem-23802	4	5	is	be	AUX
fbem-23802	4	6	closely	closely	ADV
fbem-23802	4	7	related	relate	VERB
fbem-23802	4	8	to	to	ADP
fbem-23802	4	9	economic	economic	ADJ
fbem-23802	4	10	development	development	NOUN
fbem-23802	4	11	.	.	PUNCT
fbem-23802	5	1	the	the	DET
fbem-23802	5	2	fluctuation	fluctuation	NOUN
fbem-23802	5	3	of	of	ADP
fbem-23802	5	4	stock	stock	NOUN
fbem-23802	5	5	prices	price	NOUN
fbem-23802	5	6	can	can	AUX
fbem-23802	5	7	reflect	reflect	VERB
fbem-23802	5	8	the	the	DET
fbem-23802	5	9	implementation	implementation	NOUN
fbem-23802	5	10	of	of	ADP
fbem-23802	5	11	national	national	ADJ
fbem-23802	5	12	economic	economic	ADJ
fbem-23802	5	13	policies	policy	NOUN
fbem-23802	5	14	and	and	CCONJ
fbem-23802	5	15	also	also	ADV
fbem-23802	5	16	comprehensively	comprehensively	ADV
fbem-23802	5	17	reflect	reflect	VERB
fbem-23802	5	18	the	the	DET
fbem-23802	5	19	living	living	NOUN
fbem-23802	5	20	conditions	condition	NOUN
fbem-23802	5	21	of	of	ADP
fbem-23802	5	22	residents	resident	NOUN
fbem-23802	5	23	.	.	PUNCT
fbem-23802	6	1	with	with	ADP
fbem-23802	6	2	the	the	DET
fbem-23802	6	3	continuous	continuous	ADJ
fbem-23802	6	4	improvement	improvement	NOUN
fbem-23802	6	5	of	of	ADP
fbem-23802	6	6	the	the	DET
fbem-23802	6	7	stock	stock	NOUN
fbem-23802	6	8	market	market	NOUN
fbem-23802	6	9	,	,	PUNCT
fbem-23802	6	10	accurately	accurately	ADV
fbem-23802	6	11	analyzing	analyze	VERB
fbem-23802	6	12	the	the	DET
fbem-23802	6	13	trend	trend	NOUN
fbem-23802	6	14	of	of	ADP
fbem-23802	6	15	stock	stock	NOUN
fbem-23802	6	16	prices	price	NOUN
fbem-23802	6	17	has	have	AUX
fbem-23802	6	18	become	become	VERB
fbem-23802	6	19	an	an	DET
fbem-23802	6	20	important	important	ADJ
fbem-23802	6	21	research	research	NOUN
fbem-23802	6	22	topic	topic	NOUN
fbem-23802	6	23	.	.	PUNCT
fbem-23802	7	1	accurate	accurate	ADJ
fbem-23802	7	2	analysis	analysis	NOUN
fbem-23802	7	3	of	of	ADP
fbem-23802	7	4	stock	stock	NOUN
fbem-23802	7	5	price	price	NOUN
fbem-23802	7	6	changes	change	NOUN
fbem-23802	7	7	is	be	AUX
fbem-23802	7	8	of	of	ADP
fbem-23802	7	9	great	great	ADJ
fbem-23802	7	10	significance	significance	NOUN
fbem-23802	7	11	for	for	ADP
fbem-23802	7	12	the	the	DET
fbem-23802	7	13	regulation	regulation	NOUN
fbem-23802	7	14	of	of	ADP
fbem-23802	7	15	macroeconomic	macroeconomic	ADJ
fbem-23802	7	16	policies	policy	NOUN
fbem-23802	7	17	and	and	CCONJ
fbem-23802	7	18	making	make	VERB
fbem-23802	7	19	optimal	optimal	ADJ
fbem-23802	7	20	choices	choice	NOUN
fbem-23802	7	21	for	for	ADP
fbem-23802	7	22	investors	investor	NOUN
fbem-23802	7	23	.	.	PUNCT
fbem-23802	8	1	the	the	DET
fbem-23802	8	2	fluctuation	fluctuation	NOUN
fbem-23802	8	3	of	of	ADP
fbem-23802	8	4	stock	stock	NOUN
fbem-23802	8	5	prices	price	NOUN
fbem-23802	8	6	is	be	AUX
fbem-23802	8	7	a	a	DET
fbem-23802	8	8	complex	complex	ADJ
fbem-23802	8	9	nonlinear	nonlinear	ADJ
fbem-23802	8	10	dynamic	dynamic	ADJ
fbem-23802	8	11	process	process	NOUN
fbem-23802	8	12	,	,	PUNCT
fbem-23802	8	13	and	and	CCONJ
fbem-23802	8	14	traditional	traditional	ADJ
fbem-23802	8	15	linear	linear	NOUN
fbem-23802	8	16	models	model	NOUN
fbem-23802	8	17	can	can	AUX
fbem-23802	8	18	not	not	PART
fbem-23802	8	19	accurately	accurately	ADV
fbem-23802	8	20	describe	describe	VERB
fbem-23802	8	21	and	and	CCONJ
fbem-23802	8	22	analyze	analyze	VERB
fbem-23802	8	23	its	its	PRON
fbem-23802	8	24	development	development	NOUN
fbem-23802	8	25	and	and	CCONJ
fbem-23802	8	26	changes	change	NOUN
fbem-23802	8	27	.	.	PUNCT
fbem-23802	9	1	time	time	NOUN
fbem-23802	9	2	series	series	NOUN
fbem-23802	9	3	models	model	NOUN
fbem-23802	9	4	can	can	AUX
fbem-23802	9	5	effectively	effectively	ADV
fbem-23802	9	6	fit	fit	VERB
fbem-23802	9	7	curve	curve	NOUN
fbem-23802	9	8	data	datum	NOUN
fbem-23802	9	9	,	,	PUNCT
fbem-23802	9	10	so	so	SCONJ
fbem-23802	9	11	they	they	PRON
fbem-23802	9	12	are	be	AUX
fbem-23802	9	13	of	of	ADP
fbem-23802	9	14	great	great	ADJ
fbem-23802	9	15	importance	importance	NOUN
fbem-23802	9	16	in	in	ADP
fbem-23802	9	17	the	the	DET
fbem-23802	9	18	analysis	analysis	NOUN
fbem-23802	9	19	and	and	CCONJ
fbem-23802	9	20	description	description	NOUN
fbem-23802	9	21	of	of	ADP
fbem-23802	9	22	stock	stock	NOUN
fbem-23802	9	23	price	price	NOUN
fbem-23802	9	24	changes	change	NOUN
fbem-23802	9	25	.	.	PUNCT
fbem-23802	10	1	in	in	ADP
fbem-23802	10	2	this	this	DET
fbem-23802	10	3	study	study	NOUN
fbem-23802	10	4	,	,	PUNCT
fbem-23802	10	5	we	we	PRON
fbem-23802	10	6	collected	collect	VERB
fbem-23802	10	7	all	all	DET
fbem-23802	10	8	trading	trading	NOUN
fbem-23802	10	9	days	day	NOUN
fbem-23802	10	10	'	'	PART
fbem-23802	10	11	stock	stock	NOUN
fbem-23802	10	12	data	datum	NOUN
fbem-23802	10	13	of	of	ADP
fbem-23802	10	14	apple	apple	PROPN
fbem-23802	10	15	inc	inc	PROPN
fbem-23802	10	16	.	.	PROPN
fbem-23802	10	17	from	from	ADP
fbem-23802	10	18	january	january	PROPN
fbem-23802	10	19	1	1	NUM
fbem-23802	10	20	,	,	PUNCT
fbem-23802	10	21	20	20	NUM
fbem-23802	10	22	21	21	NUM
fbem-23802	10	23	,	,	PUNCT
fbem-23802	10	24	to	to	ADP
fbem-23802	10	25	june	june	PROPN
fbem-23802	10	26	29	29	NUM
fbem-23802	10	27	,	,	PUNCT
fbem-23802	10	28	2021	2021	NUM
fbem-23802	10	29	,	,	PUNCT
fbem-23802	10	30	and	and	CCONJ
fbem-23802	10	31	used	use	VERB
fbem-23802	10	32	a	a	DET
fbem-23802	10	33	time	time	NOUN
fbem-23802	10	34	series	series	NOUN
fbem-23802	10	35	model	model	NOUN
fbem-23802	10	36	to	to	PART
fbem-23802	10	37	analyze	analyze	VERB
fbem-23802	10	38	the	the	DET
fbem-23802	10	39	changes	change	NOUN
fbem-23802	10	40	in	in	ADP
fbem-23802	10	41	stock	stock	NOUN
fbem-23802	10	42	prices	price	NOUN
fbem-23802	10	43	.	.	PUNCT
fbem-23802	11	1	in	in	ADP
fbem-23802	11	2	this	this	DET
fbem-23802	11	3	paper	paper	NOUN
fbem-23802	11	4	,	,	PUNCT
fbem-23802	11	5	we	we	PRON
fbem-23802	11	6	first	first	ADV
fbem-23802	11	7	conducted	conduct	VERB
fbem-23802	11	8	a	a	DET
fbem-23802	11	9	simple	simple	ADJ
fbem-23802	11	10	descriptive	descriptive	ADJ
fbem-23802	11	11	statistical	statistical	ADJ
fbem-23802	11	12	analysis	analysis	NOUN
fbem-23802	11	13	of	of	ADP
fbem-23802	11	14	the	the	DET
fbem-23802	11	15	changes	change	NOUN
fbem-23802	11	16	in	in	ADP
fbem-23802	11	17	apple	apple	NOUN
fbem-23802	11	18	's	's	PART
fbem-23802	11	19	stock	stock	NOUN
fbem-23802	11	20	prices	price	NOUN
fbem-23802	11	21	and	and	CCONJ
fbem-23802	11	22	found	find	VERB
fbem-23802	11	23	that	that	SCONJ
fbem-23802	11	24	the	the	DET
fbem-23802	11	25	price	price	NOUN
fbem-23802	11	26	fluctuations	fluctuation	NOUN
fbem-23802	11	27	of	of	ADP
fbem-23802	11	28	apple	apple	NOUN
fbem-23802	11	29	's	's	PART
fbem-23802	11	30	stock	stock	NOUN
fbem-23802	11	31	did	do	AUX
fbem-23802	11	32	not	not	PART
fbem-23802	11	33	revolve	revolve	VERB
fbem-23802	11	34	around	around	ADP
fbem-23802	11	35	a	a	DET
fbem-23802	11	36	specific	specific	ADJ
fbem-23802	11	37	value	value	NOUN
fbem-23802	11	38	.	.	PUNCT
fbem-23802	12	1	secondly	secondly	ADV
fbem-23802	12	2	,	,	PUNCT
fbem-23802	12	3	through	through	ADP
fbem-23802	12	4	the	the	DET
fbem-23802	12	5	observation	observation	NOUN
fbem-23802	12	6	and	and	CCONJ
fbem-23802	12	7	preprocessing	preprocessing	NOUN
fbem-23802	12	8	of	of	ADP
fbem-23802	12	9	stock	stock	NOUN
fbem-23802	12	10	prices	price	NOUN
fbem-23802	12	11	,	,	PUNCT
fbem-23802	12	12	it	it	PRON
fbem-23802	12	13	was	be	AUX
fbem-23802	12	14	found	find	VERB
fbem-23802	12	15	that	that	SCONJ
fbem-23802	12	16	the	the	DET
fbem-23802	12	17	sequence	sequence	NOUN
fbem-23802	12	18	was	be	AUX
fbem-23802	12	19	non	non	ADJ
fbem-23802	12	20	-	-	ADJ
fbem-23802	12	21	stationary	stationary	ADJ
fbem-23802	12	22	.	.	PUNCT
fbem-23802	13	1	this	this	DET
fbem-23802	13	2	paper	paper	NOUN
fbem-23802	13	3	used	use	VERB
fbem-23802	13	4	the	the	DET
fbem-23802	13	5	first	first	ADJ
fbem-23802	13	6	-	-	PUNCT
fbem-23802	13	7	order	order	NOUN
fbem-23802	13	8	difference	difference	NOUN
fbem-23802	13	9	method	method	NOUN
fbem-23802	13	10	to	to	PART
fbem-23802	13	11	achieve	achieve	VERB
fbem-23802	13	12	stationarity	stationarity	NOUN
fbem-23802	13	13	and	and	CCONJ
fbem-23802	13	14	fitted	fit	VERB
fbem-23802	13	15	the	the	DET
fbem-23802	13	16	data	datum	NOUN
fbem-23802	13	17	using	use	VERB
fbem-23802	13	18	the	the	DET
fbem-23802	13	19	arima	arima	PROPN
fbem-23802	13	20	model	model	NOUN
fbem-23802	13	21	.	.	PUNCT
fbem-23802	14	1	for	for	ADP
fbem-23802	14	2	different	different	ADJ
fbem-23802	14	3	parameters	parameter	NOUN
fbem-23802	14	4	of	of	ADP
fbem-23802	14	5	the	the	DET
fbem-23802	14	6	arima	arima	PROPN
fbem-23802	14	7	model	model	NOUN
fbem-23802	14	8	,	,	PUNCT
fbem-23802	14	9	the	the	DET
fbem-23802	14	10	optimal	optimal	ADJ
fbem-23802	14	11	model	model	NOUN
fbem-23802	14	12	was	be	AUX
fbem-23802	14	13	determined	determine	VERB
fbem-23802	14	14	based	base	VERB
fbem-23802	14	15	on	on	ADP
fbem-23802	14	16	the	the	DET
fbem-23802	14	17	aic	aic	PROPN
fbem-23802	14	18	criterion	criterion	NOUN
fbem-23802	14	19	and	and	CCONJ
fbem-23802	14	20	the	the	DET
fbem-23802	14	21	modified	modified	ADJ
fbem-23802	14	22	aic	aic	PROPN
fbem-23802	14	23	coefficient	coefficient	NOUN
fbem-23802	14	24	.	.	PUNCT
fbem-23802	15	1	furthermore	furthermore	ADV
fbem-23802	15	2	,	,	PUNCT
fbem-23802	15	3	the	the	DET
fbem-23802	15	4	abnormal	abnormal	ADJ
fbem-23802	15	5	values	value	NOUN
fbem-23802	15	6	of	of	ADP
fbem-23802	15	7	the	the	DET
fbem-23802	15	8	stock	stock	NOUN
fbem-23802	15	9	prices	price	NOUN
fbem-23802	15	10	were	be	AUX
fbem-23802	15	11	processed	process	VERB
fbem-23802	15	12	,	,	PUNCT
fbem-23802	15	13	enabling	enable	VERB
fbem-23802	15	14	effective	effective	ADJ
fbem-23802	15	15	prediction	prediction	NOUN
fbem-23802	15	16	of	of	ADP
fbem-23802	15	17	the	the	DET
fbem-23802	15	18	future	future	ADJ
fbem-23802	15	19	trend	trend	NOUN
fbem-23802	15	20	of	of	ADP
fbem-23802	15	21	apple	apple	NOUN
fbem-23802	15	22	's	's	PART
fbem-23802	15	23	stock	stock	NOUN
fbem-23802	15	24	prices	price	NOUN
fbem-23802	15	25	.	.	PUNCT
fbem-23802	16	1	through	through	ADP
fbem-23802	16	2	research	research	NOUN
fbem-23802	16	3	analysis	analysis	NOUN
fbem-23802	16	4	,	,	PUNCT
fbem-23802	16	5	the	the	DET
fbem-23802	16	6	conclusion	conclusion	NOUN
fbem-23802	16	7	drawn	draw	VERB
fbem-23802	16	8	in	in	ADP
fbem-23802	16	9	this	this	DET
fbem-23802	16	10	pape	pape	NOUN
fbem-23802	16	11	r	r	NOUN
fbem-23802	16	12	is	be	AUX
fbem-23802	16	13	that	that	SCONJ
fbem-23802	16	14	the	the	DET
fbem-23802	16	15	price	price	NOUN
fbem-23802	16	16	of	of	ADP
fbem-23802	16	17	apple	apple	NOUN
fbem-23802	16	18	's	's	PART
fbem-23802	16	19	stock	stock	NOUN
fbem-23802	16	20	is	be	AUX
fbem-23802	16	21	not	not	PART
fbem-23802	16	22	only	only	ADV
fbem-23802	16	23	influenced	influence	VERB
fbem-23802	16	24	by	by	ADP
fbem-23802	16	25	random	random	ADJ
fbem-23802	16	26	factors	factor	NOUN
fbem-23802	16	27	but	but	CCONJ
fbem-23802	16	28	also	also	ADV
fbem-23802	16	29	significantly	significantly	ADV
fbem-23802	16	30	affected	affect	VERB
fbem-23802	16	31	by	by	ADP
fbem-23802	16	32	the	the	DET
fbem-23802	16	33	lagged	lag	VERB
fbem-23802	16	34	5	5	NUM
fbem-23802	16	35	-	-	PUNCT
fbem-23802	16	36	period	period	NOUN
fbem-23802	16	37	stock	stock	NOUN
fbem-23802	16	38	prices	price	NOUN
fbem-23802	16	39	.	.	PUNCT
fbem-23802	17	1	overall	overall	ADV
fbem-23802	17	2	,	,	PUNCT
fbem-23802	17	3	the	the	DET
fbem-23802	17	4	trend	trend	NOUN
fbem-23802	17	5	of	of	ADP
fbem-23802	17	6	apple	apple	NOUN
fbem-23802	17	7	's	's	PART
fbem-23802	17	8	stock	stock	NOUN
fbem-23802	17	9	price	price	NOUN
fbem-23802	17	10	changes	change	NOUN
fbem-23802	17	11	is	be	AUX
fbem-23802	17	12	relatively	relatively	ADV
fbem-23802	17	13	stable	stable	ADJ
fbem-23802	17	14	.	.	PUNCT
fbem-23802	18	1	keywords	keyword	NOUN
fbem-23802	18	2	:	:	PUNCT
fbem-23802	18	3	time	time	NOUN
fbem-23802	18	4	series	series	PROPN
fbem-23802	18	5	,	,	PUNCT
fbem-23802	18	6	arima	arima	PROPN
fbem-23802	18	7	model	model	NOUN
fbem-23802	18	8	,	,	PUNCT
fbem-23802	18	9	stock	stock	NOUN
fbem-23802	18	10	prices	price	NOUN
fbem-23802	18	11	,	,	PUNCT
fbem-23802	18	12	outlier	outlier	NOUN
fbem-23802	18	13	detection	detection	NOUN
fbem-23802	18	14	,	,	PUNCT
fbem-23802	18	15	prediction	prediction	NOUN
fbem-23802	18	16	.	.	PUNCT
fbem-23802	19	1	1	1	X
fbem-23802	19	2	.	.	X
fbem-23802	19	3	research	research	NOUN
fbem-23802	19	4	background	background	NOUN
fbem-23802	19	5	and	and	CCONJ
fbem-23802	19	6	significance	significance	NOUN
fbem-23802	19	7	(	(	PUNCT
fbem-23802	19	8	1	1	X
fbem-23802	19	9	)	)	PUNCT
fbem-23802	19	10	overview	overview	NOUN
fbem-23802	19	11	of	of	ADP
fbem-23802	19	12	stock	stock	NOUN
fbem-23802	19	13	development	development	NOUN
fbem-23802	19	14	stocks	stock	NOUN
fbem-23802	19	15	are	be	AUX
fbem-23802	19	16	certificates	certificate	NOUN
fbem-23802	19	17	issued	issue	VERB
fbem-23802	19	18	by	by	ADP
fbem-23802	19	19	joint	joint	ADJ
fbem-23802	19	20	-	-	PUNCT
fbem-23802	19	21	stock	stock	NOUN
fbem-23802	19	22	companies	company	NOUN
fbem-23802	19	23	to	to	PART
fbem-23802	19	24	raise	raise	VERB
fbem-23802	19	25	funds	fund	NOUN
fbem-23802	19	26	from	from	ADP
fbem-23802	19	27	investors	investor	NOUN
fbem-23802	19	28	.	.	PUNCT
fbem-23802	20	1	by	by	ADP
fbem-23802	20	2	purchasing	purchase	VERB
fbem-23802	20	3	the	the	DET
fbem-23802	20	4	stocks	stock	NOUN
fbem-23802	20	5	of	of	ADP
fbem-23802	20	6	a	a	DET
fbem-23802	20	7	company	company	NOUN
fbem-23802	20	8	,	,	PUNCT
fbem-23802	20	9	investors	investor	NOUN
fbem-23802	20	10	can	can	AUX
fbem-23802	20	11	share	share	VERB
fbem-23802	20	12	in	in	ADP
fbem-23802	20	13	the	the	DET
fbem-23802	20	14	profits	profit	NOUN
fbem-23802	20	15	generated	generate	VERB
fbem-23802	20	16	by	by	ADP
fbem-23802	20	17	the	the	DET
fbem-23802	20	18	company	company	NOUN
fbem-23802	20	19	's	's	PART
fbem-23802	20	20	development	development	NOUN
fbem-23802	20	21	,	,	PUNCT
fbem-23802	20	22	but	but	CCONJ
fbem-23802	20	23	they	they	PRON
fbem-23802	20	24	also	also	ADV
fbem-23802	20	25	need	need	VERB
fbem-23802	20	26	to	to	PART
fbem-23802	20	27	bear	bear	VERB
fbem-23802	20	28	various	various	ADJ
fbem-23802	20	29	risks	risk	NOUN
fbem-23802	20	30	that	that	PRON
fbem-23802	20	31	the	the	DET
fbem-23802	20	32	company	company	NOUN
fbem-23802	20	33	may	may	AUX
fbem-23802	20	34	encounter	encounter	VERB
fbem-23802	20	35	during	during	ADP
fbem-23802	20	36	its	its	PRON
fbem-23802	20	37	growth	growth	NOUN
fbem-23802	20	38	.	.	PUNCT
fbem-23802	21	1	the	the	DET
fbem-23802	21	2	emergence	emergence	NOUN
fbem-23802	21	3	of	of	ADP
fbem-23802	21	4	joint	joint	ADJ
fbem-23802	21	5	-	-	PUNCT
fbem-23802	21	6	stock	stock	NOUN
fbem-23802	21	7	companies	company	NOUN
fbem-23802	21	8	is	be	AUX
fbem-23802	21	9	partly	partly	ADV
fbem-23802	21	10	due	due	ADJ
fbem-23802	21	11	to	to	ADP
fbem-23802	21	12	the	the	DET
fbem-23802	21	13	continuous	continuous	ADJ
fbem-23802	21	14	accumulation	accumulation	NOUN
fbem-23802	21	15	of	of	ADP
fbem-23802	21	16	capital	capital	NOUN
fbem-23802	21	17	by	by	ADP
fbem-23802	21	18	producers	producer	NOUN
fbem-23802	21	19	themselves	themselves	PRON
fbem-23802	21	20	and	and	CCONJ
fbem-23802	21	21	partly	partly	ADV
fbem-23802	21	22	due	due	ADJ
fbem-23802	21	23	to	to	ADP
fbem-23802	21	24	the	the	DET
fbem-23802	21	25	limitations	limitation	NOUN
fbem-23802	21	26	imposed	impose	VERB
fbem-23802	21	27	by	by	ADP
fbem-23802	21	28	finite	finite	ADJ
fbem-23802	21	29	loan	loan	NOUN
fbem-23802	21	30	capital	capital	NOUN
fbem-23802	21	31	on	on	ADP
fbem-23802	21	32	enterprise	enterprise	NOUN
fbem-23802	21	33	expansion	expansion	NOUN
fbem-23802	21	34	towards	towards	ADP
fbem-23802	21	35	socialized	socialize	VERB
fbem-23802	21	36	large	large	ADJ
fbem-23802	21	37	-	-	PUNCT
fbem-23802	21	38	scale	scale	NOUN
fbem-23802	21	39	production	production	NOUN
fbem-23802	21	40	.	.	PUNCT
fbem-23802	22	1	joint	joint	ADJ
fbem-23802	22	2	-	-	PUNCT
fbem-23802	22	3	stock	stock	NOUN
fbem-23802	22	4	companies	company	NOUN
fbem-23802	22	5	arose	arise	VERB
fbem-23802	22	6	from	from	ADP
fbem-23802	22	7	the	the	DET
fbem-23802	22	8	combined	combine	VERB
fbem-23802	22	9	influence	influence	NOUN
fbem-23802	22	10	of	of	ADP
fbem-23802	22	11	multiple	multiple	ADJ
fbem-23802	22	12	factors	factor	NOUN
fbem-23802	22	13	.	.	PUNCT
fbem-23802	23	1	overseas	overseas	ADJ
fbem-23802	23	2	trading	trading	NOUN
fbem-23802	23	3	companies	company	NOUN
fbem-23802	23	4	established	establish	VERB
fbem-23802	23	5	by	by	ADP
fbem-23802	23	6	the	the	DET
fbem-23802	23	7	netherlands	netherlands	PROPN
fbem-23802	23	8	and	and	CCONJ
fbem-23802	23	9	england	england	PROPN
fbem-23802	23	10	in	in	ADP
fbem-23802	23	11	the	the	DET
fbem-23802	23	12	early	early	ADJ
fbem-23802	23	13	17th	17th	ADJ
fbem-23802	23	14	century	century	NOUN
fbem-23802	23	15	are	be	AUX
fbem-23802	23	16	considered	consider	VERB
fbem-23802	23	17	the	the	DET
fbem-23802	23	18	earliest	early	ADJ
fbem-23802	23	19	joint	joint	ADJ
fbem-23802	23	20	-	-	PUNCT
fbem-23802	23	21	stock	stock	NOUN
fbem-23802	23	22	companies	company	NOUN
fbem-23802	23	23	[	[	X
fbem-23802	23	24	1	1	NUM
fbem-23802	23	25	]	]	PUNCT
fbem-23802	23	26	.	.	PUNCT
fbem-23802	24	1	the	the	DET
fbem-23802	24	2	dutch	dutch	PROPN
fbem-23802	24	3	east	east	PROPN
fbem-23802	24	4	india	india	PROPN
fbem-23802	24	5	company	company	PROPN
fbem-23802	24	6	,	,	PUNCT
fbem-23802	24	7	established	establish	VERB
fbem-23802	24	8	in	in	ADP
fbem-23802	24	9	1602	1602	NUM
fbem-23802	24	10	,	,	PUNCT
fbem-23802	24	11	is	be	AUX
fbem-23802	24	12	often	often	ADV
fbem-23802	24	13	regarded	regard	VERB
fbem-23802	24	14	by	by	ADP
fbem-23802	24	15	experts	expert	NOUN
fbem-23802	24	16	and	and	CCONJ
fbem-23802	24	17	researchers	researcher	NOUN
fbem-23802	24	18	studying	study	VERB
fbem-23802	24	19	joint	joint	ADJ
fbem-23802	24	20	-	-	PUNCT
fbem-23802	24	21	stock	stock	NOUN
fbem-23802	24	22	companies	company	NOUN
fbem-23802	24	23	as	as	ADP
fbem-23802	24	24	the	the	DET
fbem-23802	24	25	precursor	precursor	NOUN
fbem-23802	24	26	of	of	ADP
fbem-23802	24	27	modern	modern	ADJ
fbem-23802	24	28	limited	limited	ADJ
fbem-23802	24	29	liability	liability	NOUN
fbem-23802	24	30	companies	company	NOUN
fbem-23802	24	31	.	.	PUNCT
fbem-23802	25	1	although	although	SCONJ
fbem-23802	25	2	joint	joint	ADJ
fbem-23802	25	3	-	-	PUNCT
fbem-23802	25	4	stock	stock	NOUN
fbem-23802	25	5	companies	company	NOUN
fbem-23802	25	6	emerged	emerge	VERB
fbem-23802	25	7	relatively	relatively	ADV
fbem-23802	25	8	late	late	ADV
fbem-23802	25	9	,	,	PUNCT
fbem-23802	25	10	their	their	PRON
fbem-23802	25	11	development	development	NOUN
fbem-23802	25	12	has	have	AUX
fbem-23802	25	13	been	be	AUX
fbem-23802	25	14	rapid	rapid	ADJ
fbem-23802	25	15	.	.	PUNCT
fbem-23802	26	1	from	from	ADP
fbem-23802	26	2	the	the	DET
fbem-23802	26	3	late	late	ADJ
fbem-23802	26	4	17th	17th	ADJ
fbem-23802	26	5	century	century	NOUN
fbem-23802	26	6	to	to	ADP
fbem-23802	26	7	the	the	DET
fbem-23802	26	8	early	early	ADJ
fbem-23802	26	9	19th	19th	ADJ
fbem-23802	26	10	century	century	NOUN
fbem-23802	26	11	,	,	PUNCT
fbem-23802	26	12	joint	joint	ADJ
fbem-23802	26	13	-	-	PUNCT
fbem-23802	26	14	stock	stock	NOUN
fbem-23802	26	15	companies	company	NOUN
fbem-23802	26	16	experienced	experience	VERB
fbem-23802	26	17	significant	significant	ADJ
fbem-23802	26	18	growth	growth	NOUN
fbem-23802	26	19	in	in	ADP
fbem-23802	26	20	industries	industry	NOUN
fbem-23802	26	21	such	such	ADJ
fbem-23802	26	22	as	as	ADP
fbem-23802	26	23	transportation	transportation	NOUN
fbem-23802	26	24	and	and	CCONJ
fbem-23802	26	25	finance	finance	NOUN
fbem-23802	26	26	.	.	PUNCT
fbem-23802	27	1	around	around	ADP
fbem-23802	27	2	the	the	DET
fbem-23802	27	3	1850s	1850	NOUN
fbem-23802	27	4	,	,	PUNCT
fbem-23802	27	5	most	most	ADJ
fbem-23802	27	6	western	western	ADJ
fbem-23802	27	7	countries	country	NOUN
fbem-23802	27	8	completed	complete	VERB
fbem-23802	27	9	their	their	PRON
fbem-23802	27	10	industrial	industrial	ADJ
fbem-23802	27	11	revolutions	revolution	NOUN
fbem-23802	27	12	.	.	PUNCT
fbem-23802	28	1	the	the	DET
fbem-23802	28	2	completion	completion	NOUN
fbem-23802	28	3	of	of	ADP
fbem-23802	28	4	the	the	DET
fbem-23802	28	5	industrial	industrial	ADJ
fbem-23802	28	6	revolution	revolution	NOUN
fbem-23802	28	7	led	lead	VERB
fbem-23802	28	8	to	to	ADP
fbem-23802	28	9	the	the	DET
fbem-23802	28	10	rapid	rapid	ADJ
fbem-23802	28	11	rise	rise	NOUN
fbem-23802	28	12	of	of	ADP
fbem-23802	28	13	manufacturing	manufacturing	NOUN
fbem-23802	28	14	industries	industry	NOUN
fbem-23802	28	15	,	,	PUNCT
fbem-23802	28	16	which	which	PRON
fbem-23802	28	17	required	require	VERB
fbem-23802	28	18	financial	financial	ADJ
fbem-23802	28	19	support	support	NOUN
fbem-23802	28	20	for	for	ADP
fbem-23802	28	21	their	their	PRON
fbem-23802	28	22	growth	growth	NOUN
fbem-23802	28	23	and	and	CCONJ
fbem-23802	28	24	expansion	expansion	NOUN
fbem-23802	28	25	.	.	PUNCT
fbem-23802	29	1	this	this	PRON
fbem-23802	29	2	prompted	prompt	VERB
fbem-23802	29	3	many	many	ADJ
fbem-23802	29	4	manufacturing	manufacturing	NOUN
fbem-23802	29	5	companies	company	NOUN
fbem-23802	29	6	to	to	PART
fbem-23802	29	7	transition	transition	VERB
fbem-23802	29	8	into	into	ADP
fbem-23802	29	9	joint	joint	ADJ
fbem-23802	29	10	-	-	PUNCT
fbem-23802	29	11	stock	stock	NOUN
fbem-23802	29	12	companies	company	NOUN
fbem-23802	29	13	.	.	PUNCT
fbem-23802	30	1	since	since	SCONJ
fbem-23802	30	2	then	then	ADV
fbem-23802	30	3	,	,	PUNCT
fbem-23802	30	4	joint	joint	ADJ
fbem-23802	30	5	-	-	PUNCT
fbem-23802	30	6	stock	stock	NOUN
fbem-23802	30	7	companies	company	NOUN
fbem-23802	30	8	have	have	AUX
fbem-23802	30	9	become	become	VERB
fbem-23802	30	10	an	an	DET
fbem-23802	30	11	important	important	ADJ
fbem-23802	30	12	form	form	NOUN
fbem-23802	30	13	of	of	ADP
fbem-23802	30	14	enterprise	enterprise	NOUN
fbem-23802	30	15	development	development	NOUN
fbem-23802	30	16	,	,	PUNCT
fbem-23802	30	17	and	and	CCONJ
fbem-23802	30	18	stock	stock	NOUN
fbem-23802	30	19	-	-	PUNCT
fbem-23802	30	20	based	base	VERB
fbem-23802	30	21	economies	economy	NOUN
fbem-23802	30	22	have	have	AUX
fbem-23802	30	23	become	become	VERB
fbem-23802	30	24	a	a	DET
fbem-23802	30	25	key	key	ADJ
fbem-23802	30	26	feature	feature	NOUN
fbem-23802	30	27	of	of	ADP
fbem-23802	30	28	economic	economic	ADJ
fbem-23802	30	29	development	development	NOUN
fbem-23802	30	30	.	.	PUNCT
fbem-23802	31	1	in	in	ADP
fbem-23802	31	2	the	the	DET
fbem-23802	31	3	1870s	1870	NOUN
fbem-23802	31	4	,	,	PUNCT
fbem-23802	31	5	the	the	DET
fbem-23802	31	6	concept	concept	NOUN
fbem-23802	31	7	of	of	ADP
fbem-23802	31	8	joint	joint	ADJ
fbem-23802	31	9	-	-	PUNCT
fbem-23802	31	10	stock	stock	NOUN
fbem-23802	31	11	companies	company	NOUN
fbem-23802	31	12	began	begin	VERB
fbem-23802	31	13	to	to	PART
fbem-23802	31	14	spread	spread	VERB
fbem-23802	31	15	to	to	ADP
fbem-23802	31	16	china	china	PROPN
fbem-23802	31	17	.	.	PUNCT
fbem-23802	32	1	china	china	PROPN
fbem-23802	32	2	's	's	PART
fbem-23802	32	3	first	first	ADJ
fbem-23802	32	4	stock	stock	NOUN
fbem-23802	32	5	was	be	AUX
fbem-23802	32	6	issued	issue	VERB
fbem-23802	32	7	by	by	ADP
fbem-23802	32	8	the	the	DET
fbem-23802	32	9	china	china	PROPN
fbem-23802	32	10	merchants	merchant	NOUN
fbem-23802	32	11	steam	steam	NOUN
fbem-23802	32	12	navigation	navigation	NOUN
fbem-23802	32	13	company	company	NOUN
fbem-23802	32	14	,	,	PUNCT
fbem-23802	32	15	which	which	PRON
fbem-23802	32	16	was	be	AUX
fbem-23802	32	17	established	establish	VERB
fbem-23802	32	18	in	in	ADP
fbem-23802	32	19	1873	1873	NUM
fbem-23802	32	20	.	.	PUNCT
fbem-23802	33	1	with	with	ADP
fbem-23802	33	2	the	the	DET
fbem-23802	33	3	continuous	continuous	ADJ
fbem-23802	33	4	development	development	NOUN
fbem-23802	33	5	of	of	ADP
fbem-23802	33	6	china	china	PROPN
fbem-23802	33	7	's	's	PART
fbem-23802	33	8	economy	economy	NOUN
fbem-23802	33	9	,	,	PUNCT
fbem-23802	33	10	particularly	particularly	ADV
fbem-23802	33	11	since	since	SCONJ
fbem-23802	33	12	the	the	DET
fbem-23802	33	13	reform	reform	NOUN
fbem-23802	33	14	and	and	CCONJ
fbem-23802	33	15	opening	opening	NOUN
fbem-23802	33	16	-	-	PUNCT
fbem-23802	33	17	up	up	ADP
fbem-23802	33	18	policy	policy	NOUN
fbem-23802	33	19	,	,	PUNCT
fbem-23802	33	20	the	the	DET
fbem-23802	33	21	pace	pace	NOUN
fbem-23802	33	22	of	of	ADP
fbem-23802	33	23	economic	economic	ADJ
fbem-23802	33	24	growth	growth	NOUN
fbem-23802	33	25	has	have	AUX
fbem-23802	33	26	been	be	AUX
fbem-23802	33	27	remarkable	remarkable	ADJ
fbem-23802	33	28	.	.	PUNCT
fbem-23802	34	1	the	the	DET
fbem-23802	34	2	development	development	NOUN
fbem-23802	34	3	environment	environment	NOUN
fbem-23802	34	4	of	of	ADP
fbem-23802	34	5	china	china	PROPN
fbem-23802	34	6	's	's	PART
fbem-23802	34	7	stock	stock	NOUN
fbem-23802	34	8	market	market	NOUN
fbem-23802	34	9	has	have	AUX
fbem-23802	34	10	also	also	ADV
fbem-23802	34	11	improved	improve	VERB
fbem-23802	34	12	,	,	PUNCT
fbem-23802	34	13	making	make	VERB
fbem-23802	34	14	it	it	PRON
fbem-23802	34	15	an	an	DET
fbem-23802	34	16	increasingly	increasingly	ADV
fbem-23802	34	17	significant	significant	ADJ
fbem-23802	34	18	component	component	NOUN
fbem-23802	34	19	of	of	ADP
fbem-23802	34	20	the	the	DET
fbem-23802	34	21	financial	financial	ADJ
fbem-23802	34	22	system	system	NOUN
fbem-23802	34	23	.	.	PUNCT
fbem-23802	35	1	the	the	DET
fbem-23802	35	2	stock	stock	NOUN
fbem-23802	35	3	market	market	NOUN
fbem-23802	35	4	plays	play	VERB
fbem-23802	35	5	an	an	DET
fbem-23802	35	6	ever	ever	ADV
fbem-23802	35	7	-	-	PUNCT
fbem-23802	35	8	important	important	ADJ
fbem-23802	35	9	role	role	NOUN
fbem-23802	35	10	in	in	ADP
fbem-23802	35	11	driving	drive	VERB
fbem-23802	35	12	economic	economic	ADJ
fbem-23802	35	13	reforms	reform	NOUN
fbem-23802	35	14	and	and	CCONJ
fbem-23802	35	15	serves	serve	VERB
fbem-23802	35	16	as	as	ADP
fbem-23802	35	17	a	a	DET
fbem-23802	35	18	crucial	crucial	ADJ
fbem-23802	35	19	conduit	conduit	NOUN
fbem-23802	35	20	for	for	ADP
fbem-23802	35	21	monetary	monetary	ADJ
fbem-23802	35	22	policy	policy	NOUN
fbem-23802	35	23	transmission	transmission	NOUN
fbem-23802	35	24	.	.	PUNCT
fbem-23802	36	1	moreover	moreover	ADV
fbem-23802	36	2	,	,	PUNCT
fbem-23802	36	3	the	the	DET
fbem-23802	36	4	development	development	NOUN
fbem-23802	36	5	of	of	ADP
fbem-23802	36	6	the	the	DET
fbem-23802	36	7	stock	stock	NOUN
fbem-23802	36	8	market	market	NOUN
fbem-23802	36	9	influences	influence	VERB
fbem-23802	36	10	residents	resident	NOUN
fbem-23802	36	11	'	'	PART
fbem-23802	36	12	investment	investment	NOUN
fbem-23802	36	13	,	,	PUNCT
fbem-23802	36	14	savings	saving	NOUN
fbem-23802	36	15	,	,	PUNCT
fbem-23802	36	16	and	and	CCONJ
fbem-23802	36	17	consumption	consumption	NOUN
fbem-23802	36	18	behaviors	behavior	NOUN
fbem-23802	36	19	.	.	PUNCT
fbem-23802	37	1	due	due	ADP
fbem-23802	37	2	to	to	ADP
fbem-23802	37	3	its	its	PRON
fbem-23802	37	4	low	low	ADJ
fbem-23802	37	5	entry	entry	NOUN
fbem-23802	37	6	barriers	barrier	NOUN
fbem-23802	37	7	and	and	CCONJ
fbem-23802	37	8	operational	operational	ADJ
fbem-23802	37	9	convenience	convenience	NOUN
fbem-23802	37	10	,	,	PUNCT
fbem-23802	37	11	stock	stock	NOUN
fbem-23802	37	12	investment	investment	NOUN
fbem-23802	37	13	has	have	AUX
fbem-23802	37	14	become	become	VERB
fbem-23802	37	15	increasingly	increasingly	ADV
fbem-23802	37	16	popular	popular	ADJ
fbem-23802	37	17	,	,	PUNCT
fbem-23802	37	18	growing	grow	VERB
fbem-23802	37	19	into	into	ADP
fbem-23802	37	20	a	a	DET
fbem-23802	37	21	common	common	ADJ
fbem-23802	37	22	method	method	NOUN
fbem-23802	37	23	of	of	ADP
fbem-23802	37	24	investment	investment	NOUN
fbem-23802	37	25	and	and	CCONJ
fbem-23802	37	26	financial	financial	ADJ
fbem-23802	37	27	management	management	NOUN
fbem-23802	37	28	.	.	PUNCT
fbem-23802	38	1	(	(	PUNCT
fbem-23802	38	2	2	2	X
fbem-23802	38	3	)	)	PUNCT
fbem-23802	38	4	research	research	NOUN
fbem-23802	38	5	background	background	NOUN
fbem-23802	38	6	of	of	ADP
fbem-23802	38	7	apple	apple	PROPN
fbem-23802	38	8	inc	inc	PROPN
fbem-23802	38	9	.	.	PROPN
fbem-23802	38	10	apple	apple	PROPN
fbem-23802	38	11	inc	inc	PROPN
fbem-23802	38	12	.	.	PROPN
fbem-23802	38	13	is	be	AUX
fbem-23802	38	14	a	a	DET
fbem-23802	38	15	multinational	multinational	ADJ
fbem-23802	38	16	technology	technology	NOUN
fbem-23802	38	17	company	company	NOUN
fbem-23802	38	18	headquartered	headquarter	VERB
fbem-23802	38	19	in	in	ADP
fbem-23802	38	20	california	california	PROPN
fbem-23802	38	21	,	,	PUNCT
fbem-23802	38	22	usa	usa	PROPN
fbem-23802	38	23	,	,	PUNCT
fbem-23802	38	24	founded	found	VERB
fbem-23802	38	25	in	in	ADP
fbem-23802	38	26	1976	1976	NUM
fbem-23802	38	27	.	.	PUNCT
fbem-23802	39	1	the	the	DET
fbem-23802	39	2	company	company	NOUN
fbem-23802	39	3	primarily	primarily	ADV
fbem-23802	39	4	manufactures	manufacture	VERB
fbem-23802	39	5	and	and	CCONJ
fbem-23802	39	6	sells	sell	VERB
fbem-23802	39	7	consumer	consumer	NOUN
fbem-23802	39	8	electronics	electronic	NOUN
fbem-23802	39	9	,	,	PUNCT
fbem-23802	39	10	computer	computer	NOUN
fbem-23802	39	11	hardware	hardware	NOUN
fbem-23802	39	12	and	and	CCONJ
fbem-23802	39	13	software	software	NOUN
fbem-23802	39	14	,	,	PUNCT
fbem-23802	39	15	and	and	CCONJ
fbem-23802	39	16	provides	provide	VERB
fbem-23802	39	17	digital	digital	ADJ
fbem-23802	39	18	distribution	distribution	NOUN
fbem-23802	39	19	services	service	NOUN
fbem-23802	39	20	.	.	PUNCT
fbem-23802	40	1	apple	apple	PROPN
fbem-23802	40	2	's	's	PART
fbem-23802	40	3	well	well	ADV
fbem-23802	40	4	-	-	PUNCT
fbem-23802	40	5	known	know	VERB
fbem-23802	40	6	products	product	NOUN
fbem-23802	40	7	include	include	VERB
fbem-23802	40	8	the	the	DET
fbem-23802	40	9	iphone	iphone	NOUN
fbem-23802	40	10	,	,	PUNCT
fbem-23802	40	11	ipad	ipad	NOUN
fbem-23802	40	12	,	,	PUNCT
fbem-23802	40	13	mac	mac	PROPN
fbem-23802	40	14	computers	computer	NOUN
fbem-23802	40	15	,	,	PUNCT
fbem-23802	40	16	apple	apple	NOUN
fbem-23802	40	17	watch	watch	NOUN
fbem-23802	40	18	,	,	PUNCT
fbem-23802	40	19	and	and	CCONJ
fbem-23802	40	20	more	more	ADJ
fbem-23802	40	21	.	.	PUNCT
fbem-23802	41	1	in	in	ADP
fbem-23802	41	2	the	the	DET
fbem-23802	41	3	context	context	NOUN
fbem-23802	41	4	of	of	ADP
fbem-23802	41	5	stock	stock	NOUN
fbem-23802	41	6	research	research	NOUN
fbem-23802	41	7	,	,	PUNCT
fbem-23802	41	8	investors	investor	NOUN
fbem-23802	41	9	typically	typically	ADV
fbem-23802	41	10	focus	focus	VERB
fbem-23802	41	11	on	on	ADP
fbem-23802	41	12	several	several	ADJ
fbem-23802	41	13	aspects	aspect	NOUN
fbem-23802	41	14	of	of	ADP
fbem-23802	41	15	apple	apple	PROPN
fbem-23802	41	16	inc	inc	PROPN
fbem-23802	41	17	.	.	PROPN
fbem-23802	41	18	's	's	PART
fbem-23802	41	19	performance	performance	NOUN
fbem-23802	41	20	:	:	PUNCT
fbem-23802	41	21	financial	financial	ADJ
fbem-23802	41	22	status	status	NOUN
fbem-23802	41	23	:	:	PUNCT
fbem-23802	41	24	this	this	PRON
fbem-23802	41	25	includes	include	VERB
fbem-23802	41	26	analyzing	analyze	VERB
fbem-23802	41	27	the	the	DET
fbem-23802	41	28	company	company	NOUN
fbem-23802	41	29	’s	’s	PART
fbem-23802	41	30	revenue	revenue	NOUN
fbem-23802	41	31	,	,	PUNCT
fbem-23802	41	32	profits	profit	NOUN
fbem-23802	41	33	,	,	PUNCT
fbem-23802	41	34	cash	cash	NOUN
fbem-23802	41	35	flow	flow	NOUN
fbem-23802	41	36	,	,	PUNCT
fbem-23802	41	37	and	and	CCONJ
fbem-23802	41	38	balance	balance	NOUN
fbem-23802	41	39	sheet	sheet	NOUN
fbem-23802	41	40	data	datum	NOUN
fbem-23802	41	41	to	to	PART
fbem-23802	41	42	assess	assess	VERB
fbem-23802	41	43	its	its	PRON
fbem-23802	41	44	profitability	profitability	NOUN
fbem-23802	41	45	and	and	CCONJ
fbem-23802	41	46	financial	financial	ADJ
fbem-23802	41	47	stability	stability	NOUN
fbem-23802	41	48	.	.	PUNCT
fbem-23802	42	1	428	428	NUM
fbem-23802	42	2	product	product	NOUN
fbem-23802	42	3	innovation	innovation	NOUN
fbem-23802	42	4	and	and	CCONJ
fbem-23802	42	5	market	market	NOUN
fbem-23802	42	6	performance	performance	NOUN
fbem-23802	42	7	:	:	PUNCT
fbem-23802	42	8	attention	attention	NOUN
fbem-23802	42	9	is	be	AUX
fbem-23802	42	10	paid	pay	VERB
fbem-23802	42	11	to	to	ADP
fbem-23802	42	12	the	the	DET
fbem-23802	42	13	company	company	NOUN
fbem-23802	42	14	’s	’s	PART
fbem-23802	42	15	ability	ability	NOUN
fbem-23802	42	16	to	to	PART
fbem-23802	42	17	innovate	innovate	VERB
fbem-23802	42	18	,	,	PUNCT
fbem-23802	42	19	its	its	PRON
fbem-23802	42	20	market	market	NOUN
fbem-23802	42	21	share	share	NOUN
fbem-23802	42	22	,	,	PUNCT
fbem-23802	42	23	sales	sale	NOUN
fbem-23802	42	24	growth	growth	NOUN
fbem-23802	42	25	,	,	PUNCT
fbem-23802	42	26	and	and	CCONJ
fbem-23802	42	27	performance	performance	NOUN
fbem-23802	42	28	in	in	ADP
fbem-23802	42	29	different	different	ADJ
fbem-23802	42	30	regions	region	NOUN
fbem-23802	42	31	.	.	PUNCT
fbem-23802	43	1	leadership	leadership	NOUN
fbem-23802	43	2	team	team	NOUN
fbem-23802	43	3	and	and	CCONJ
fbem-23802	43	4	strategy	strategy	NOUN
fbem-23802	43	5	:	:	PUNCT
fbem-23802	43	6	investors	investor	NOUN
fbem-23802	43	7	look	look	VERB
fbem-23802	43	8	at	at	ADP
fbem-23802	43	9	the	the	DET
fbem-23802	43	10	company	company	NOUN
fbem-23802	43	11	’s	’s	PART
fbem-23802	43	12	management	management	NOUN
fbem-23802	43	13	team	team	NOUN
fbem-23802	43	14	,	,	PUNCT
fbem-23802	43	15	leadership	leadership	NOUN
fbem-23802	43	16	capabilities	capability	NOUN
fbem-23802	43	17	,	,	PUNCT
fbem-23802	43	18	and	and	CCONJ
fbem-23802	43	19	strategic	strategic	ADJ
fbem-23802	43	20	planning	planning	NOUN
fbem-23802	43	21	and	and	CCONJ
fbem-23802	43	22	execution	execution	NOUN
fbem-23802	43	23	.	.	PUNCT
fbem-23802	44	1	competitors	competitor	NOUN
fbem-23802	44	2	and	and	CCONJ
fbem-23802	44	3	industry	industry	NOUN
fbem-23802	44	4	trends	trend	NOUN
fbem-23802	44	5	:	:	PUNCT
fbem-23802	44	6	understanding	understand	VERB
fbem-23802	44	7	the	the	DET
fbem-23802	44	8	competitive	competitive	ADJ
fbem-23802	44	9	landscape	landscape	NOUN
fbem-23802	44	10	and	and	CCONJ
fbem-23802	44	11	trends	trend	NOUN
fbem-23802	44	12	within	within	ADP
fbem-23802	44	13	the	the	DET
fbem-23802	44	14	industry	industry	NOUN
fbem-23802	44	15	helps	help	VERB
fbem-23802	44	16	gauge	gauge	VERB
fbem-23802	44	17	the	the	DET
fbem-23802	44	18	company	company	NOUN
fbem-23802	44	19	's	's	PART
fbem-23802	44	20	position	position	NOUN
fbem-23802	44	21	and	and	CCONJ
fbem-23802	44	22	future	future	ADJ
fbem-23802	44	23	prospects	prospect	NOUN
fbem-23802	44	24	.	.	PUNCT
fbem-23802	45	1	legal	legal	ADJ
fbem-23802	45	2	and	and	CCONJ
fbem-23802	45	3	policy	policy	NOUN
fbem-23802	45	4	risks	risk	NOUN
fbem-23802	45	5	:	:	PUNCT
fbem-23802	45	6	given	give	VERB
fbem-23802	45	7	apple	apple	NOUN
fbem-23802	45	8	’s	’s	PART
fbem-23802	45	9	global	global	ADJ
fbem-23802	45	10	business	business	NOUN
fbem-23802	45	11	operations	operation	NOUN
fbem-23802	45	12	,	,	PUNCT
fbem-23802	45	13	investors	investor	NOUN
fbem-23802	45	14	need	need	VERB
fbem-23802	45	15	to	to	PART
fbem-23802	45	16	consider	consider	VERB
fbem-23802	45	17	the	the	DET
fbem-23802	45	18	legal	legal	ADJ
fbem-23802	45	19	,	,	PUNCT
fbem-23802	45	20	policy	policy	NOUN
fbem-23802	45	21	,	,	PUNCT
fbem-23802	45	22	and	and	CCONJ
fbem-23802	45	23	geopolitical	geopolitical	ADJ
fbem-23802	45	24	risks	risk	NOUN
fbem-23802	45	25	in	in	ADP
fbem-23802	45	26	the	the	DET
fbem-23802	45	27	markets	market	NOUN
fbem-23802	45	28	where	where	SCONJ
fbem-23802	45	29	the	the	DET
fbem-23802	45	30	company	company	NOUN
fbem-23802	45	31	operates	operate	VERB
fbem-23802	45	32	.	.	PUNCT
fbem-23802	46	1	these	these	DET
fbem-23802	46	2	factors	factor	NOUN
fbem-23802	46	3	are	be	AUX
fbem-23802	46	4	critical	critical	ADJ
fbem-23802	46	5	for	for	ADP
fbem-23802	46	6	investors	investor	NOUN
fbem-23802	46	7	when	when	SCONJ
fbem-23802	46	8	researching	research	VERB
fbem-23802	46	9	apple	apple	PROPN
fbem-23802	46	10	inc	inc	PROPN
fbem-23802	46	11	.	.	PROPN
fbem-23802	46	12	's	's	PART
fbem-23802	46	13	stock	stock	NOUN
fbem-23802	46	14	.	.	PUNCT
fbem-23802	47	1	investment	investment	NOUN
fbem-23802	47	2	decisions	decision	NOUN
fbem-23802	47	3	should	should	AUX
fbem-23802	47	4	be	be	AUX
fbem-23802	47	5	based	base	VERB
fbem-23802	47	6	on	on	ADP
fbem-23802	47	7	comprehensive	comprehensive	ADJ
fbem-23802	47	8	considerations	consideration	NOUN
fbem-23802	47	9	of	of	ADP
fbem-23802	47	10	various	various	ADJ
fbem-23802	47	11	factors	factor	NOUN
fbem-23802	47	12	,	,	PUNCT
fbem-23802	47	13	and	and	CCONJ
fbem-23802	47	14	investors	investor	NOUN
fbem-23802	47	15	should	should	AUX
fbem-23802	47	16	be	be	AUX
fbem-23802	47	17	aware	aware	ADJ
fbem-23802	47	18	of	of	ADP
fbem-23802	47	19	the	the	DET
fbem-23802	47	20	inherent	inherent	ADJ
fbem-23802	47	21	risks	risk	NOUN
fbem-23802	47	22	.	.	PUNCT
fbem-23802	48	1	as	as	ADP
fbem-23802	48	2	a	a	DET
fbem-23802	48	3	major	major	ADJ
fbem-23802	48	4	player	player	NOUN
fbem-23802	48	5	in	in	ADP
fbem-23802	48	6	the	the	DET
fbem-23802	48	7	electronics	electronics	NOUN
fbem-23802	48	8	industry	industry	NOUN
fbem-23802	48	9	,	,	PUNCT
fbem-23802	48	10	apple	apple	PROPN
fbem-23802	48	11	inc	inc	PROPN
fbem-23802	48	12	.	.	PROPN
fbem-23802	48	13	consistently	consistently	ADV
fbem-23802	48	14	draws	draw	VERB
fbem-23802	48	15	significant	significant	ADJ
fbem-23802	48	16	attention	attention	NOUN
fbem-23802	48	17	.	.	PUNCT
fbem-23802	49	1	stocks	stock	NOUN
fbem-23802	49	2	,	,	PUNCT
fbem-23802	49	3	being	be	AUX
fbem-23802	49	4	a	a	DET
fbem-23802	49	5	means	means	NOUN
fbem-23802	49	6	to	to	PART
fbem-23802	49	7	benefit	benefit	VERB
fbem-23802	49	8	the	the	DET
fbem-23802	49	9	company	company	NOUN
fbem-23802	49	10	,	,	PUNCT
fbem-23802	49	11	naturally	naturally	ADV
fbem-23802	49	12	attract	attract	VERB
fbem-23802	49	13	interest	interest	NOUN
fbem-23802	49	14	.	.	PUNCT
fbem-23802	50	1	predicting	predict	VERB
fbem-23802	50	2	apple	apple	PROPN
fbem-23802	50	3	inc	inc	PROPN
fbem-23802	50	4	.	.	PROPN
fbem-23802	50	5	's	's	PART
fbem-23802	50	6	stock	stock	NOUN
fbem-23802	50	7	performance	performance	NOUN
fbem-23802	50	8	has	have	AUX
fbem-23802	50	9	long	long	ADV
fbem-23802	50	10	been	be	AUX
fbem-23802	50	11	a	a	DET
fbem-23802	50	12	hot	hot	ADJ
fbem-23802	50	13	topic	topic	NOUN
fbem-23802	50	14	among	among	ADP
fbem-23802	50	15	investors	investor	NOUN
fbem-23802	50	16	.	.	PUNCT
fbem-23802	51	1	in	in	ADP
fbem-23802	51	2	joint	joint	ADJ
fbem-23802	51	3	-	-	PUNCT
fbem-23802	51	4	stock	stock	NOUN
fbem-23802	51	5	enterprises	enterprise	NOUN
fbem-23802	51	6	,	,	PUNCT
fbem-23802	51	7	stocks	stock	NOUN
fbem-23802	51	8	represent	represent	VERB
fbem-23802	51	9	the	the	DET
fbem-23802	51	10	embodiment	embodiment	NOUN
fbem-23802	51	11	of	of	ADP
fbem-23802	51	12	investors	investor	NOUN
fbem-23802	51	13	'	'	PART
fbem-23802	51	14	ownership	ownership	NOUN
fbem-23802	51	15	in	in	ADP
fbem-23802	51	16	the	the	DET
fbem-23802	51	17	company	company	NOUN
fbem-23802	51	18	[	[	X
fbem-23802	51	19	2	2	NUM
fbem-23802	51	20	]	]	PUNCT
fbem-23802	51	21	.	.	PUNCT
fbem-23802	52	1	(	(	PUNCT
fbem-23802	52	2	3	3	NUM
fbem-23802	52	3	)	)	PUNCT
fbem-23802	52	4	significance	significance	NOUN
fbem-23802	52	5	of	of	ADP
fbem-23802	52	6	stock	stock	NOUN
fbem-23802	52	7	research	research	NOUN
fbem-23802	52	8	:	:	PUNCT
fbem-23802	52	9	integral	integral	ADJ
fbem-23802	52	10	part	part	NOUN
fbem-23802	52	11	of	of	ADP
fbem-23802	52	12	financial	financial	ADJ
fbem-23802	52	13	markets	market	NOUN
fbem-23802	52	14	:	:	PUNCT
fbem-23802	52	15	the	the	DET
fbem-23802	52	16	stock	stock	NOUN
fbem-23802	52	17	market	market	NOUN
fbem-23802	52	18	is	be	AUX
fbem-23802	52	19	a	a	DET
fbem-23802	52	20	crucial	crucial	ADJ
fbem-23802	52	21	component	component	NOUN
fbem-23802	52	22	of	of	ADP
fbem-23802	52	23	the	the	DET
fbem-23802	52	24	financial	financial	ADJ
fbem-23802	52	25	markets	market	NOUN
fbem-23802	52	26	.	.	PUNCT
fbem-23802	53	1	with	with	ADP
fbem-23802	53	2	globalization	globalization	NOUN
fbem-23802	53	3	and	and	CCONJ
fbem-23802	53	4	the	the	DET
fbem-23802	53	5	advancement	advancement	NOUN
fbem-23802	53	6	of	of	ADP
fbem-23802	53	7	internet	internet	NOUN
fbem-23802	53	8	technologies	technology	NOUN
fbem-23802	53	9	,	,	PUNCT
fbem-23802	53	10	the	the	DET
fbem-23802	53	11	scale	scale	NOUN
fbem-23802	53	12	and	and	CCONJ
fbem-23802	53	13	influence	influence	NOUN
fbem-23802	53	14	of	of	ADP
fbem-23802	53	15	the	the	DET
fbem-23802	53	16	stock	stock	NOUN
fbem-23802	53	17	market	market	NOUN
fbem-23802	53	18	have	have	AUX
fbem-23802	53	19	grown	grow	VERB
fbem-23802	53	20	,	,	PUNCT
fbem-23802	53	21	becoming	become	VERB
fbem-23802	53	22	a	a	DET
fbem-23802	53	23	vital	vital	ADJ
fbem-23802	53	24	indicator	indicator	NOUN
fbem-23802	53	25	of	of	ADP
fbem-23802	53	26	national	national	ADJ
fbem-23802	53	27	economic	economic	ADJ
fbem-23802	53	28	development	development	NOUN
fbem-23802	54	1	[	[	X
fbem-23802	54	2	3	3	NUM
fbem-23802	54	3	]	]	PUNCT
fbem-23802	54	4	.	.	PUNCT
fbem-23802	55	1	protection	protection	NOUN
fbem-23802	55	2	of	of	ADP
fbem-23802	55	3	investor	investor	NOUN
fbem-23802	55	4	interests	interest	NOUN
fbem-23802	55	5	:	:	PUNCT
fbem-23802	55	6	research	research	NOUN
fbem-23802	55	7	on	on	ADP
fbem-23802	55	8	stocks	stock	NOUN
fbem-23802	55	9	helps	help	VERB
fbem-23802	55	10	investors	investor	NOUN
fbem-23802	55	11	understand	understand	VERB
fbem-23802	55	12	market	market	NOUN
fbem-23802	55	13	trends	trend	NOUN
fbem-23802	55	14	and	and	CCONJ
fbem-23802	55	15	patterns	pattern	NOUN
fbem-23802	55	16	,	,	PUNCT
fbem-23802	55	17	evaluate	evaluate	VERB
fbem-23802	55	18	the	the	DET
fbem-23802	55	19	operational	operational	ADJ
fbem-23802	55	20	status	status	NOUN
fbem-23802	55	21	and	and	CCONJ
fbem-23802	55	22	risk	risk	NOUN
fbem-23802	55	23	of	of	ADP
fbem-23802	55	24	joint	joint	ADJ
fbem-23802	55	25	-	-	PUNCT
fbem-23802	55	26	stock	stock	NOUN
fbem-23802	55	27	companies	company	NOUN
fbem-23802	55	28	,	,	PUNCT
fbem-23802	55	29	thus	thus	ADV
fbem-23802	55	30	reducing	reduce	VERB
fbem-23802	55	31	investment	investment	NOUN
fbem-23802	55	32	risks	risk	NOUN
fbem-23802	55	33	and	and	CCONJ
fbem-23802	55	34	protecting	protect	VERB
fbem-23802	55	35	investor	investor	NOUN
fbem-23802	55	36	interests	interest	NOUN
fbem-23802	55	37	[	[	X
fbem-23802	55	38	4	4	NUM
fbem-23802	55	39	]	]	PUNCT
fbem-23802	55	40	.	.	PUNCT
fbem-23802	56	1	reference	reference	NOUN
fbem-23802	56	2	for	for	ADP
fbem-23802	56	3	corporate	corporate	ADJ
fbem-23802	56	4	decision	decision	NOUN
fbem-23802	56	5	-	-	PUNCT
fbem-23802	56	6	making	making	NOUN
fbem-23802	56	7	:	:	PUNCT
fbem-23802	56	8	stock	stock	NOUN
fbem-23802	56	9	research	research	NOUN
fbem-23802	56	10	provides	provide	VERB
fbem-23802	56	11	companies	company	NOUN
fbem-23802	56	12	with	with	ADP
fbem-23802	56	13	information	information	NOUN
fbem-23802	56	14	on	on	ADP
fbem-23802	56	15	market	market	NOUN
fbem-23802	56	16	demand	demand	NOUN
fbem-23802	56	17	,	,	PUNCT
fbem-23802	56	18	industry	industry	NOUN
fbem-23802	56	19	development	development	NOUN
fbem-23802	56	20	trends	trend	NOUN
fbem-23802	56	21	,	,	PUNCT
fbem-23802	56	22	and	and	CCONJ
fbem-23802	56	23	more	more	ADV
fbem-23802	56	24	,	,	PUNCT
fbem-23802	56	25	aiding	aid	VERB
fbem-23802	56	26	corporate	corporate	ADJ
fbem-23802	56	27	decision	decision	NOUN
fbem-23802	56	28	-	-	PUNCT
fbem-23802	56	29	makers	maker	NOUN
fbem-23802	56	30	in	in	ADP
fbem-23802	56	31	formulating	formulate	VERB
fbem-23802	56	32	correct	correct	ADJ
fbem-23802	56	33	strategies	strategy	NOUN
fbem-23802	56	34	,	,	PUNCT
fbem-23802	56	35	enhancing	enhance	VERB
fbem-23802	56	36	market	market	NOUN
fbem-23802	56	37	competitiveness	competitiveness	NOUN
fbem-23802	56	38	,	,	PUNCT
fbem-23802	56	39	and	and	CCONJ
fbem-23802	56	40	development	development	NOUN
fbem-23802	56	41	potential	potential	NOUN
fbem-23802	56	42	[	[	X
fbem-23802	56	43	5	5	NUM
fbem-23802	56	44	]	]	PUNCT
fbem-23802	56	45	.	.	PUNCT
fbem-23802	57	1	2	2	X
fbem-23802	57	2	.	.	X
fbem-23802	57	3	data	datum	NOUN
fbem-23802	57	4	source	source	PROPN
fbem-23802	57	5	data	data	PROPN
fbem-23802	57	6	source	source	NOUN
fbem-23802	57	7	:	:	PUNCT
fbem-23802	57	8	the	the	DET
fbem-23802	57	9	data	data	NOUN
fbem-23802	57	10	is	be	AUX
fbem-23802	57	11	selected	select	VERB
fbem-23802	57	12	from	from	ADP
fbem-23802	57	13	apple	apple	PROPN
fbem-23802	57	14	inc	inc	PROPN
fbem-23802	57	15	.	.	PROPN
fbem-23802	57	16	's	's	PART
fbem-23802	57	17	stock	stock	NOUN
fbem-23802	57	18	data	datum	NOUN
fbem-23802	57	19	for	for	ADP
fbem-23802	57	20	all	all	DET
fbem-23802	57	21	trading	trading	NOUN
fbem-23802	57	22	days	day	NOUN
fbem-23802	57	23	from	from	ADP
fbem-23802	57	24	january	january	PROPN
fbem-23802	57	25	1	1	NUM
fbem-23802	57	26	,	,	PUNCT
fbem-23802	57	27	2021	2021	NUM
fbem-23802	57	28	,	,	PUNCT
fbem-23802	57	29	to	to	ADP
fbem-23802	57	30	june	june	PROPN
fbem-23802	57	31	29	29	NUM
fbem-23802	57	32	,	,	PUNCT
fbem-23802	57	33	2021	2021	NUM
fbem-23802	57	34	.	.	PUNCT
fbem-23802	58	1	the	the	DET
fbem-23802	58	2	data	datum	NOUN
fbem-23802	58	3	was	be	AUX
fbem-23802	58	4	scraped	scrape	VERB
fbem-23802	58	5	from	from	ADP
fbem-23802	58	6	yahoo	yahoo	PROPN
fbem-23802	58	7	finance	finance	NOUN
fbem-23802	58	8	using	use	VERB
fbem-23802	58	9	r.	r.	PROPN
fbem-23802	58	10	the	the	DET
fbem-23802	58	11	code	code	NOUN
fbem-23802	58	12	is	be	AUX
fbem-23802	58	13	as	as	SCONJ
fbem-23802	58	14	follows	follow	VERB
fbem-23802	58	15	[	[	X
fbem-23802	58	16	6	6	NUM
fbem-23802	58	17	]	]	PUNCT
fbem-23802	58	18	:	:	PUNCT
fbem-23802	58	19	>	>	X
fbem-23802	58	20	stockdata	stockdata	PROPN
fbem-23802	58	21	<	<	X
fbem-23802	58	22	new.env	new.env	NOUN
fbem-23802	58	23	(	(	PUNCT
fbem-23802	58	24	)	)	PUNCT
fbem-23802	58	25	>	>	PUNCT
fbem-23802	58	26	startdate	startdate	NOUN
fbem-23802	59	1	=	=	SYM
fbem-23802	59	2	as.date("2010	as.date("2010	NUM
fbem-23802	59	3	-	-	PUNCT
fbem-23802	59	4	06	06	NUM
fbem-23802	59	5	"	"	PUNCT
fbem-23802	59	6	)	)	PUNCT
fbem-23802	59	7	>	>	X
fbem-23802	60	1	enddate	enddate	PROPN
fbem-23802	60	2	=	=	SYM
fbem-23802	60	3	as.date("2021	as.date("2021	PROPN
fbem-23802	60	4	-	-	PUNCT
fbem-23802	60	5	06	06	NUM
fbem-23802	60	6	"	"	PUNCT
fbem-23802	60	7	)	)	PUNCT
fbem-23802	60	8	>	>	X
fbem-23802	60	9	tickers	ticker	NOUN
fbem-23802	60	10	<	<	X
fbem-23802	60	11	c("aapl	c("aapl	X
fbem-23802	60	12	"	"	PUNCT
fbem-23802	60	13	)	)	PUNCT
fbem-23802	60	14	>	>	X
fbem-23802	60	15	getsymbols(tickers	getsymbols(tickers	PROPN
fbem-23802	60	16	,	,	PUNCT
fbem-23802	60	17	env	env	NOUN
fbem-23802	60	18	=	=	SYM
fbem-23802	60	19	stockdata	stockdata	PROPN
fbem-23802	60	20	,	,	PUNCT
fbem-23802	60	21	src	src	NOUN
fbem-23802	60	22	=	=	SYM
fbem-23802	60	23	"	"	PUNCT
fbem-23802	60	24	yahoo",from=	yahoo",from=	NOUN
fbem-23802	60	25	startdate	startdate	VERB
fbem-23802	60	26	,	,	PUNCT
fbem-23802	60	27	to	to	ADP
fbem-23802	60	28	=	=	SYM
fbem-23802	60	29	enddate	enddate	VERB
fbem-23802	60	30	)	)	PUNCT
fbem-23802	61	1	[	[	X
fbem-23802	61	2	1	1	X
fbem-23802	61	3	]	]	PUNCT
fbem-23802	61	4	"	"	PUNCT
fbem-23802	61	5	aapl	aapl	PROPN
fbem-23802	61	6	"	"	PUNCT
fbem-23802	61	7	>	>	X
fbem-23802	61	8	options(max.print	options(max.print	NOUN
fbem-23802	61	9	=	=	SYM
fbem-23802	61	10	10000	10000	NUM
fbem-23802	61	11	)	)	PUNCT
fbem-23802	61	12	>	>	X
fbem-23802	61	13	print(stockdata$aapl	print(stockdata$aapl	X
fbem-23802	61	14	)	)	PUNCT
fbem-23802	61	15	3	3	NUM
fbem-23802	61	16	.	.	X
fbem-23802	61	17	descriptive	descriptive	ADJ
fbem-23802	61	18	statistical	statistical	ADJ
fbem-23802	61	19	analysis	analysis	NOUN
fbem-23802	61	20	load	load	NOUN
fbem-23802	61	21	the	the	DET
fbem-23802	61	22	obtained	obtain	VERB
fbem-23802	61	23	data	datum	NOUN
fbem-23802	61	24	into	into	ADP
fbem-23802	61	25	excel	excel	NOUN
fbem-23802	61	26	,	,	PUNCT
fbem-23802	61	27	and	and	CCONJ
fbem-23802	61	28	use	use	VERB
fbem-23802	61	29	r	r	NOUN
fbem-23802	61	30	to	to	PART
fbem-23802	61	31	output	output	VERB
fbem-23802	61	32	various	various	ADJ
fbem-23802	61	33	statistical	statistical	ADJ
fbem-23802	61	34	values	value	NOUN
fbem-23802	61	35	of	of	ADP
fbem-23802	61	36	apple	apple	PROPN
fbem-23802	61	37	inc	inc	PROPN
fbem-23802	61	38	.	.	PROPN
fbem-23802	61	39	's	's	PART
fbem-23802	61	40	stock	stock	NOUN
fbem-23802	61	41	prices	price	NOUN
fbem-23802	61	42	over	over	ADP
fbem-23802	61	43	a	a	DET
fbem-23802	61	44	certain	certain	ADJ
fbem-23802	61	45	period	period	NOUN
fbem-23802	61	46	,	,	PUNCT
fbem-23802	61	47	such	such	ADJ
fbem-23802	61	48	as	as	ADP
fbem-23802	61	49	mean	mean	ADJ
fbem-23802	61	50	,	,	PUNCT
fbem-23802	61	51	variance	variance	NOUN
fbem-23802	61	52	,	,	PUNCT
fbem-23802	61	53	and	and	CCONJ
fbem-23802	61	54	so	so	ADV
fbem-23802	61	55	on	on	ADV
fbem-23802	61	56	.	.	PUNCT
fbem-23802	62	1	the	the	DET
fbem-23802	62	2	code	code	NOUN
fbem-23802	62	3	and	and	CCONJ
fbem-23802	62	4	the	the	DET
fbem-23802	62	5	displayed	display	VERB
fbem-23802	62	6	results	result	NOUN
fbem-23802	62	7	are	be	AUX
fbem-23802	62	8	as	as	SCONJ
fbem-23802	62	9	follows	follow	VERB
fbem-23802	62	10	:	:	PUNCT
fbem-23802	62	11	>	>	X
fbem-23802	62	12	library(readxl	library(readxl	PROPN
fbem-23802	62	13	)	)	PUNCT
fbem-23802	62	14	>	>	X
fbem-23802	62	15	appl	appl	PROPN
fbem-23802	62	16	<	<	PROPN
fbem-23802	62	17	read_excel("c:/users	read_excel("c:/users	PROPN
fbem-23802	62	18	/	/	SYM
fbem-23802	62	19	junjie	junjie	NOUN
fbem-23802	62	20	/	/	SYM
fbem-23802	62	21	onedrive	onedrive	ADJ
fbem-23802	62	22	/	/	SYM
fbem-23802	62	23	desktop	desktop	NOUN
fbem-23802	62	24	/	/	SYM
fbem-23802	62	25	appl.xlsx	appl.xlsx	PROPN
fbem-23802	62	26	"	"	PUNCT
fbem-23802	62	27	)	)	PUNCT
fbem-23802	62	28	>	>	PUNCT
fbem-23802	62	29	describe(aapl	describe(aapl	PROPN
fbem-23802	62	30	)	)	PUNCT
fbem-23802	62	31	vars	var	NOUN
fbem-23802	62	32	n	n	PRON
fbem-23802	62	33	mean	mean	VERB
fbem-23802	62	34	sd	sd	ADP
fbem-23802	62	35	median	median	PROPN
fbem-23802	62	36	trimmed	trim	VERB
fbem-23802	62	37	date	date	NOUN
fbem-23802	62	38	1	1	NUM
fbem-23802	62	39	133	133	NUM
fbem-23802	62	40	nan	nan	NOUN
fbem-23802	62	41	na	na	INTJ
fbem-23802	62	42	na	na	PROPN
fbem-23802	62	43	nan	nan	PROPN
fbem-23802	62	44	open	open	VERB
fbem-23802	62	45	2	2	NUM
fbem-23802	62	46	133	133	NUM
fbem-23802	63	1	3.951000e+01	3.951000e+01	NUM
fbem-23802	63	2	3.162000e+01	3.162000e+01	NUM
fbem-23802	63	3	2.818000e+01	2.818000e+01	NUM
fbem-23802	63	4	3.29200e+01	3.29200e+01	NUM
fbem-23802	63	5	high	high	ADJ
fbem-23802	63	6	3	3	NUM
fbem-23802	63	7	133	133	NUM
fbem-23802	63	8	4.239000e+01	4.239000e+01	NUM
fbem-23802	63	9	3.433000e+01	3.433000e+01	NUM
fbem-23802	63	10	2.994000e+01	2.994000e+01	NUM
fbem-23802	63	11	3.52000e+01	3.52000e+01	NUM
fbem-23802	63	12	low	low	ADJ
fbem-23802	63	13	4	4	NUM
fbem-23802	63	14	133	133	NUM
fbem-23802	63	15	3.729000e+01	3.729000e+01	NUM
fbem-23802	63	16	2.982000e+01	2.982000e+01	NUM
fbem-23802	63	17	2.683000e+01	2.683000e+01	NUM
fbem-23802	63	18	3.10500e+01	3.10500e+01	NUM
fbem-23802	63	19	close	close	ADJ
fbem-23802	63	20	5	5	NUM
fbem-23802	63	21	133	133	NUM
fbem-23802	63	22	4.024000e+01	4.024000e+01	NOUN
fbem-23802	63	23	3.228000e+01	3.228000e+01	NUM
fbem-23802	63	24	2.839000e+01	2.839000e+01	NUM
fbem-23802	63	25	3.35400e+01	3.35400e+01	NUM
fbem-23802	63	26	adj	adj	NOUN
fbem-23802	63	27	close	close	ADJ
fbem-23802	63	28	6	6	NUM
fbem-23802	63	29	133	133	NUM
fbem-23802	63	30	3.850000e+01	3.850000e+01	NUM
fbem-23802	63	31	3.284000e+01	3.284000e+01	NUM
fbem-23802	63	32	2.660000e+01	2.660000e+01	NUM
fbem-23802	63	33	3.16100e+01	3.16100e+01	NUM
fbem-23802	63	34	volume	volume	NOUN
fbem-23802	63	35	7	7	NUM
fbem-23802	63	36	133	133	NUM
fbem-23802	63	37	5.415859e+09	5.415859e+09	NUM
fbem-23802	63	38	3.717854e+09	3.717854e+09	NUM
fbem-23802	63	39	3.816608e+09	3.816608e+09	NUM
fbem-23802	63	40	4.90708e+09	4.90708e+09	NUM
fbem-23802	63	41	mad	mad	ADJ
fbem-23802	63	42	min	min	PROPN
fbem-23802	63	43	max	max	PROPN
fbem-23802	63	44	range	range	PROPN
fbem-23802	63	45	skew	skew	NOUN
fbem-23802	63	46	kurtosis	kurtosis	VERB
fbem-23802	63	47	date	date	NOUN
fbem-23802	63	48	na	na	PART
fbem-23802	63	49	inf	inf	VERB
fbem-23802	63	50	-inf	-inf	ADV
fbem-23802	63	51	inf	inf	NOUN
fbem-23802	63	52	na	na	AUX
fbem-23802	63	53	na	na	PART
fbem-23802	63	54	open	open	VERB
fbem-23802	63	55	1.838000e+01	1.838000e+01	NUM
fbem-23802	63	56	8.84	8.84	NUM
fbem-23802	63	57	1.34800e+02	1.34800e+02	NUM
fbem-23802	63	58	1.259600e+02	1.259600e+02	NUM
fbem-23802	63	59	1.75	1.75	NUM
fbem-23802	63	60	2.29	2.29	NUM
fbem-23802	63	61	high	high	ADJ
fbem-23802	63	62	1.972000e+01	1.972000e+01	NUM
fbem-23802	63	63	9.44	9.44	NUM
fbem-23802	63	64	1.45090e+02	1.45090e+02	NUM
fbem-23802	63	65	1.356500e+02	1.356500e+02	NUM
fbem-23802	63	66	1.71	1.71	NUM
fbem-23802	63	67	2.04	2.04	NUM
fbem-23802	63	68	low	low	ADJ
fbem-23802	63	69	1.674000e+01	1.674000e+01	PROPN
fbem-23802	63	70	8.41	8.41	NUM
fbem-23802	63	71	1.34360e+02	1.34360e+02	NUM
fbem-23802	63	72	1.259500e+02	1.259500e+02	NUM
fbem-23802	63	73	1.76	1.76	NUM
fbem-23802	63	74	2.33	2.33	NUM
fbem-23802	63	75	close	close	ADJ
fbem-23802	63	76	1.864000e+01	1.864000e+01	NUM
fbem-23802	63	77	8.68	8.68	NUM
fbem-23802	63	78	1.36330e+02	1.36330e+02	NUM
fbem-23802	63	79	1.276500e+02	1.276500e+02	NUM
fbem-23802	63	80	1.70	1.70	NUM
fbem-23802	63	81	2.03	2.03	NUM
fbem-23802	63	82	adj	adj	ADP
fbem-23802	63	83	close	close	ADJ
fbem-23802	63	84	1.897000e+01	1.897000e+01	NUM
fbem-23802	63	85	7.47	7.47	NUM
fbem-23802	63	86	1.36330e+02	1.36330e+02	NUM
fbem-23802	63	87	1.288600e+02	1.288600e+02	NUM
fbem-23802	63	88	1.70	1.70	NUM
fbem-23802	63	89	2.00	2.00	NUM
fbem-23802	63	90	volume	volume	NOUN
fbem-23802	63	91	2.408502e+09	2.408502e+09	NUM
fbem-23802	63	92	64556081.00	64556081.00	NUM
fbem-23802	63	93	1.61426e+10	1.61426e+10	NUM
fbem-23802	63	94	1.607804e+10	1.607804e+10	NUM
fbem-23802	63	95	1.07	1.07	NUM
fbem-23802	63	96	0.18	0.18	NUM
fbem-23802	63	97	se	se	PROPN
fbem-23802	63	98	date	date	PROPN
fbem-23802	63	99	na	na	PART
fbem-23802	63	100	open	open	VERB
fbem-23802	63	101	2.74	2.74	NUM
fbem-23802	63	102	high	high	ADJ
fbem-23802	63	103	2.98	2.98	NUM
fbem-23802	63	104	low	low	ADJ
fbem-23802	63	105	2.59	2.59	NUM
fbem-23802	63	106	close	close	NOUN
fbem-23802	63	107	2.80	2.80	NUM
fbem-23802	63	108	adj	adj	ADP
fbem-23802	63	109	close	close	ADJ
fbem-23802	63	110	2.85	2.85	NUM
fbem-23802	63	111	volume	volume	NOUN
fbem-23802	63	112	322378867.96	322378867.96	NUM
fbem-23802	63	113	4	4	NUM
fbem-23802	63	114	.	.	PUNCT
fbem-23802	64	1	inferential	inferential	ADJ
fbem-23802	64	2	statistical	statistical	ADJ
fbem-23802	64	3	analysis	analysis	NOUN
fbem-23802	64	4	4.1	4.1	NUM
fbem-23802	64	5	.	.	PUNCT
fbem-23802	64	6	sampling	sample	VERB
fbem-23802	64	7	distribution	distribution	NOUN
fbem-23802	64	8	of	of	ADP
fbem-23802	64	9	sample	sample	NOUN
fbem-23802	64	10	statistics	statistic	NOUN
fbem-23802	64	11	(	(	PUNCT
fbem-23802	64	12	1	1	X
fbem-23802	64	13	)	)	PUNCT
fbem-23802	64	14	sampling	sample	VERB
fbem-23802	64	15	distribution	distribution	NOUN
fbem-23802	64	16	of	of	ADP
fbem-23802	64	17	the	the	DET
fbem-23802	64	18	sample	sample	NOUN
fbem-23802	64	19	arithmetic	arithmetic	ADJ
fbem-23802	64	20	mean	mean	VERB
fbem-23802	64	21	large	large	ADJ
fbem-23802	64	22	sample	sample	NOUN
fbem-23802	64	23	:	:	PUNCT
fbem-23802	64	24	standard	standard	ADJ
fbem-23802	64	25	deviation	deviation	NOUN
fbem-23802	64	26	of	of	ADP
fbem-23802	64	27	the	the	DET
fbem-23802	64	28	sample	sample	NOUN
fbem-23802	64	29	mean	mean	NOUN
fbem-23802	64	30	(	(	PUNCT
fbem-23802	64	31	estimated	estimate	VERB
fbem-23802	64	32	standard	standard	ADJ
fbem-23802	64	33	error	error	NOUN
fbem-23802	64	34	):	):	PUNCT
fbem-23802	64	35	se	se	X
fbem-23802	64	36	n	n	X
fbem-23802	64	37			PROPN
fbem-23802	64	38	=	=	PUNCT
fbem-23802	64	39	,	,	PUNCT
fbem-23802	64	40	at	at	ADP
fbem-23802	64	41	this	this	DET
fbem-23802	64	42	point	point	NOUN
fbem-23802	64	43	,	,	PUNCT
fbem-23802	64	44	2	2	NUM
fbem-23802	64	45	(	(	PUNCT
fbem-23802	64	46	,	,	PUNCT
fbem-23802	64	47	)	)	PUNCT
fbem-23802	64	48	x	x	SYM
fbem-23802	64	49	n	n	CCONJ
fbem-23802	64	50	n	n	CCONJ
fbem-23802	64	51			NOUN
fbem-23802	64	52			NOUN
fbem-23802	64	53	"	"	PUNCT
fbem-23802	64	54	if	if	SCONJ
fbem-23802	64	55	σ	σ	PROPN
fbem-23802	64	56	is	be	AUX
fbem-23802	64	57	unknown	unknown	ADJ
fbem-23802	64	58	,	,	PUNCT
fbem-23802	64	59	then	then	ADV
fbem-23802	64	60	it	it	PRON
fbem-23802	64	61	is	be	AUX
fbem-23802	64	62	:	:	PUNCT
fbem-23802	64	63	"	"	PUNCT
fbem-23802	64	64	s	s	PROPN
fbem-23802	64	65	se	se	X
fbem-23802	64	66	n	n	PROPN
fbem-23802	64	67	=	=	PUNCT
fbem-23802	64	68	,	,	PUNCT
fbem-23802	64	69	at	at	ADP
fbem-23802	64	70	this	this	DET
fbem-23802	64	71	point	point	NOUN
fbem-23802	64	72	,	,	PUNCT
fbem-23802	64	73	2	2	NUM
fbem-23802	64	74	(	(	PUNCT
fbem-23802	64	75	,	,	PUNCT
fbem-23802	64	76	)	)	PUNCT
fbem-23802	64	77	s	s	PART
fbem-23802	64	78	x	x	SYM
fbem-23802	64	79	n	n	ADP
fbem-23802	64	80	n	n	PRON
fbem-23802	64	81			NOUN
fbem-23802	64	82	note	note	NOUN
fbem-23802	64	83	:	:	PUNCT
fbem-23802	64	84	small	small	ADJ
fbem-23802	64	85	sample	sample	NOUN
fbem-23802	64	86	:	:	PUNCT
fbem-23802	64	87	that	that	PRON
fbem-23802	64	88	is	is	ADV
fbem-23802	64	89	,	,	PUNCT
fbem-23802	64	90	t	t	NOUN
fbem-23802	64	91	-	-	PUNCT
fbem-23802	64	92	distribution	distribution	NOUN
fbem-23802	64	93	with	with	ADP
fbem-23802	64	94	n-1	n-1	ADJ
fbem-23802	64	95	degrees	degree	NOUN
fbem-23802	64	96	of	of	ADP
fbem-23802	64	97	freedom	freedom	NOUN
fbem-23802	64	98	.	.	PUNCT
fbem-23802	65	1	(	(	PUNCT
fbem-23802	65	2	2	2	X
fbem-23802	65	3	)	)	PUNCT
fbem-23802	65	4	sampling	sample	VERB
fbem-23802	65	5	distribution	distribution	NOUN
fbem-23802	65	6	of	of	ADP
fbem-23802	65	7	sample	sample	NOUN
fbem-23802	65	8	variance	variance	NOUN
fbem-23802	65	9	the	the	DET
fbem-23802	65	10	sampling	sample	VERB
fbem-23802	65	11	distribution	distribution	NOUN
fbem-23802	65	12	of	of	ADP
fbem-23802	65	13	the	the	DET
fbem-23802	65	14	sample	sample	NOUN
fbem-23802	65	15	variance	variance	NOUN
fbem-23802	65	16	follows	follow	VERB
fbem-23802	65	17	a	a	DET
fbem-23802	65	18	chi	chi	ADJ
fbem-23802	65	19	-	-	PUNCT
fbem-23802	65	20	square	square	ADJ
fbem-23802	65	21	distribution	distribution	NOUN
fbem-23802	65	22	.	.	PUNCT
fbem-23802	66	1	2	2	NUM
fbem-23802	66	2	2	2	NUM
fbem-23802	66	3	2	2	NUM
fbem-23802	66	4	(	(	PUNCT
fbem-23802	66	5	1	1	NUM
fbem-23802	66	6	)	)	PUNCT
fbem-23802	66	7	(	(	PUNCT
fbem-23802	66	8	1	1	X
fbem-23802	66	9	)	)	PUNCT
fbem-23802	66	10	n	n	PRON
fbem-23802	66	11	s	s	NOUN
fbem-23802	66	12	n	n	NOUN
fbem-23802	66	13			PROPN
fbem-23802	66	14	−	−	NOUN
fbem-23802	66	15	−	−	PROPN
fbem-23802	66	16	=	=	NOUN
fbem-23802	66	17	429	429	NUM
fbem-23802	66	18	4.2	4.2	NUM
fbem-23802	66	19	.	.	PUNCT
fbem-23802	67	1	confidence	confidence	NOUN
fbem-23802	67	2	interval	interval	NOUN
fbem-23802	67	3	for	for	ADP
fbem-23802	67	4	the	the	DET
fbem-23802	67	5	mean	mean	NOUN
fbem-23802	67	6	of	of	ADP
fbem-23802	67	7	a	a	DET
fbem-23802	67	8	large	large	ADJ
fbem-23802	67	9	sample	sample	NOUN
fbem-23802	67	10	figure	figure	NOUN
fbem-23802	67	11	1	1	NUM
fbem-23802	67	12	.	.	PUNCT
fbem-23802	68	1	confidence	confidence	NOUN
fbem-23802	68	2	interval	interval	NOUN
fbem-23802	68	3	(	(	PUNCT
fbem-23802	68	4	1.96	1.96	NUM
fbem-23802	68	5	1.96	1.96	NUM
fbem-23802	68	6	)	)	PUNCT
fbem-23802	69	1	0.95	0.95	NUM
fbem-23802	69	2	s	s	NOUN
fbem-23802	69	3	s	s	X
fbem-23802	69	4	p	p	X
fbem-23802	69	5	x	x	X
fbem-23802	69	6	n	n	CCONJ
fbem-23802	69	7	n	n	PRON
fbem-23802	69	8			NOUN
fbem-23802	69	9	−	−	NOUN
fbem-23802	69	10			NOUN
fbem-23802	69	11			NOUN
fbem-23802	69	12	+	+	CCONJ
fbem-23802	69	13	=	=	SYM
fbem-23802	69	14	from	from	ADP
fbem-23802	69	15	the	the	DET
fbem-23802	69	16	descriptive	descriptive	ADJ
fbem-23802	69	17	statistical	statistical	ADJ
fbem-23802	69	18	analysis	analysis	NOUN
fbem-23802	69	19	,	,	PUNCT
fbem-23802	69	20	it	it	PRON
fbem-23802	69	21	is	be	AUX
fbem-23802	69	22	known	know	VERB
fbem-23802	69	23	that	that	SCONJ
fbem-23802	69	24	the	the	DET
fbem-23802	69	25	standard	standard	ADJ
fbem-23802	69	26	deviation	deviation	NOUN
fbem-23802	69	27	(	(	PUNCT
fbem-23802	69	28	se	se	X
fbem-23802	69	29	)	)	PUNCT
fbem-23802	69	30	of	of	ADP
fbem-23802	69	31	apple	apple	NOUN
fbem-23802	69	32	's	's	PART
fbem-23802	69	33	stock	stock	NOUN
fbem-23802	69	34	closing	closing	NOUN
fbem-23802	69	35	price	price	NOUN
fbem-23802	69	36	data	datum	NOUN
fbem-23802	69	37	is	be	AUX
fbem-23802	69	38	2.8	2.8	NUM
fbem-23802	69	39	.	.	PUNCT
fbem-23802	69	40	sampling	sample	VERB
fbem-23802	69	41	margin	margin	NOUN
fbem-23802	69	42	of	of	ADP
fbem-23802	69	43	error	error	NOUN
fbem-23802	69	44	:	:	PUNCT
fbem-23802	69	45	488.58.296.1	488.58.296.1	PROPN
fbem-23802	69	46	=	=	AUX
fbem-23802	69	47	==	==	PROPN
fbem-23802	69	48	sez	sez	NOUN
fbem-23802	69	49	x	x	PUNCT
fbem-23802	69	50			NOUN
fbem-23802	69	51	confidence	confidence	NOUN
fbem-23802	69	52	interval	interval	NOUN
fbem-23802	69	53	:	:	PUNCT
fbem-23802	69	54	488.524.40	488.524.40	PROPN
fbem-23802	69	55	==	==	PROPN
fbem-23802	69	56	xx	xx	PROPN
fbem-23802	69	57	that	that	PRON
fbem-23802	69	58	is	be	AUX
fbem-23802	69	59	:	:	PUNCT
fbem-23802	69	60	(	(	PUNCT
fbem-23802	69	61	)	)	PUNCT
fbem-23802	69	62	95.0728.45752.34	95.0728.45752.34	NUM
fbem-23802	70	1	=	=	NUM
fbem-23802	70	2			ADP
fbem-23802	70	3	p	p	PROPN
fbem-23802	70	4	5	5	NUM
fbem-23802	70	5	.	.	PUNCT
fbem-23802	70	6	construction	construction	NOUN
fbem-23802	70	7	and	and	CCONJ
fbem-23802	70	8	empirical	empirical	ADJ
fbem-23802	70	9	analysis	analysis	NOUN
fbem-23802	70	10	of	of	ADP
fbem-23802	70	11	statistical	statistical	ADJ
fbem-23802	70	12	models	model	NOUN
fbem-23802	70	13	the	the	DET
fbem-23802	70	14	general	general	ADJ
fbem-23802	70	15	modeling	modeling	NOUN
fbem-23802	70	16	process	process	NOUN
fbem-23802	70	17	is	be	AUX
fbem-23802	70	18	shown	show	VERB
fbem-23802	70	19	in	in	ADP
fbem-23802	70	20	the	the	DET
fbem-23802	70	21	following	follow	VERB
fbem-23802	70	22	flowchart	flowchart	NOUN
fbem-23802	70	23	:	:	PUNCT
fbem-23802	70	24	figure	figure	NOUN
fbem-23802	70	25	2	2	NUM
fbem-23802	70	26	.	.	PUNCT
fbem-23802	70	27	candlestick	candlestick	PROPN
fbem-23802	70	28	chart	chart	PROPN
fbem-23802	70	29	of	of	ADP
fbem-23802	70	30	apple	apple	PROPN
fbem-23802	70	31	inc	inc	PROPN
fbem-23802	70	32	.	.	PROPN
fbem-23802	70	33	's	's	PART
fbem-23802	70	34	stock	stock	NOUN
fbem-23802	70	35	prices	price	NOUN
fbem-23802	70	36	figure	figure	VERB
fbem-23802	70	37	3	3	NUM
fbem-23802	70	38	.	.	NOUN
fbem-23802	70	39	time	time	PROPN
fbem-23802	70	40	series	series	PROPN
fbem-23802	70	41	plot	plot	NOUN
fbem-23802	70	42	of	of	ADP
fbem-23802	70	43	apple	apple	PROPN
fbem-23802	70	44	inc	inc	PROPN
fbem-23802	70	45	.	.	PROPN
fbem-23802	70	46	's	's	PART
fbem-23802	70	47	stock	stock	NOUN
fbem-23802	70	48	closing	close	VERB
fbem-23802	70	49	prices	price	NOUN
fbem-23802	70	50	figure	figure	VERB
fbem-23802	70	51	4	4	NUM
fbem-23802	70	52	.	.	NOUN
fbem-23802	70	53	autocorrelation	autocorrelation	NOUN
fbem-23802	70	54	coefficient	coefficient	NOUN
fbem-23802	70	55	plot	plot	NOUN
fbem-23802	70	56	of	of	ADP
fbem-23802	70	57	apple	apple	PROPN
fbem-23802	70	58	inc	inc	PROPN
fbem-23802	70	59	.	.	PROPN
fbem-23802	70	60	's	's	PART
fbem-23802	70	61	stock	stock	NOUN
fbem-23802	70	62	closing	close	VERB
fbem-23802	70	63	prices	price	NOUN
fbem-23802	70	64	figure	figure	VERB
fbem-23802	70	65	5	5	NUM
fbem-23802	70	66	.	.	PUNCT
fbem-23802	71	1	partial	partial	ADJ
fbem-23802	71	2	autocorrelation	autocorrelation	NOUN
fbem-23802	71	3	coefficient	coefficient	NOUN
fbem-23802	71	4	plot	plot	NOUN
fbem-23802	71	5	of	of	ADP
fbem-23802	71	6	apple	apple	PROPN
fbem-23802	71	7	inc	inc	PROPN
fbem-23802	71	8	.	.	PROPN
fbem-23802	71	9	's	's	PART
fbem-23802	71	10	stock	stock	NOUN
fbem-23802	71	11	closing	closing	NOUN
fbem-23802	71	12	prices	price	NOUN
fbem-23802	71	13	>	>	X
fbem-23802	71	14	adf.test(close	adf.test(close	PROPN
fbem-23802	71	15	)	)	PUNCT
fbem-23802	71	16	augmented	augment	VERB
fbem-23802	71	17	dickey	dickey	PROPN
fbem-23802	71	18	-	-	PUNCT
fbem-23802	71	19	fuller	full	ADJ
fbem-23802	71	20	test	test	NOUN
fbem-23802	71	21	data	datum	NOUN
fbem-23802	71	22	:	:	PUNCT
fbem-23802	71	23	close	close	ADJ
fbem-23802	71	24	dickey	dickey	NOUN
fbem-23802	71	25	-	-	PUNCT
fbem-23802	71	26	fuller	full	ADJ
fbem-23802	71	27	=	=	NOUN
fbem-23802	71	28	0.43519	0.43519	NUM
fbem-23802	71	29	,	,	PUNCT
fbem-23802	71	30	lag	lag	NOUN
fbem-23802	71	31	order	order	NOUN
fbem-23802	71	32	=	=	SYM
fbem-23802	71	33	5	5	NUM
fbem-23802	71	34	,	,	PUNCT
fbem-23802	71	35	p	p	NOUN
fbem-23802	71	36	-	-	PUNCT
fbem-23802	71	37	value	value	NOUN
fbem-23802	71	38	=	=	SYM
fbem-23802	71	39	0.99	0.99	NUM
fbem-23802	71	40	test	test	NOUN
fbem-23802	71	41	for	for	ADP
fbem-23802	71	42	pure	pure	ADJ
fbem-23802	71	43	randomness	randomness	NOUN
fbem-23802	71	44	>	>	PUNCT
fbem-23802	71	45	for(k	for(k	PROPN
fbem-23802	71	46	in	in	ADP
fbem-23802	71	47	1:2	1:2	NUM
fbem-23802	71	48	)	)	PUNCT
fbem-23802	72	1	print(box.test(close	print(box.test(close	NOUN
fbem-23802	72	2	,	,	PUNCT
fbem-23802	72	3	lag=6*k	lag=6*k	ADJ
fbem-23802	72	4	)	)	PUNCT
fbem-23802	73	1	+	+	NUM
fbem-23802	73	2	)	)	PUNCT
fbem-23802	73	3	box	box	NOUN
fbem-23802	73	4	-	-	PUNCT
fbem-23802	73	5	pierce	pierce	PROPN
fbem-23802	73	6	test	test	NOUN
fbem-23802	73	7	data	data	PROPN
fbem-23802	73	8	:	:	PUNCT
fbem-23802	73	9	close	close	ADJ
fbem-23802	73	10	x	x	ADJ
fbem-23802	73	11	-	-	ADJ
fbem-23802	73	12	squared	squared	ADJ
fbem-23802	73	13	=	=	SYM
fbem-23802	73	14	572.11	572.11	NUM
fbem-23802	73	15	,	,	PUNCT
fbem-23802	73	16	df	df	PROPN
fbem-23802	73	17	=	=	SYM
fbem-23802	73	18	6	6	NUM
fbem-23802	73	19	,	,	PUNCT
fbem-23802	73	20	p	p	NOUN
fbem-23802	73	21	-	-	PUNCT
fbem-23802	73	22	value	value	NOUN
fbem-23802	73	23	<	<	X
fbem-23802	73	24	2.2e-16	2.2e-16	PROPN
fbem-23802	73	25	box	box	PROPN
fbem-23802	73	26	-	-	PUNCT
fbem-23802	73	27	pierce	pierce	PROPN
fbem-23802	73	28	test	test	NOUN
fbem-23802	73	29	data	data	PROPN
fbem-23802	73	30	:	:	PUNCT
fbem-23802	73	31	close	close	ADJ
fbem-23802	73	32	x	x	ADJ
fbem-23802	73	33	-	-	ADJ
fbem-23802	73	34	squared	squared	ADJ
fbem-23802	73	35	=	=	NOUN
fbem-23802	73	36	840.07	840.07	NUM
fbem-23802	73	37	,	,	PUNCT
fbem-23802	73	38	df	df	PROPN
fbem-23802	73	39	=	=	NUM
fbem-23802	73	40	12	12	NUM
fbem-23802	73	41	,	,	PUNCT
fbem-23802	73	42	p	p	NOUN
fbem-23802	73	43	-	-	PUNCT
fbem-23802	73	44	value	value	NOUN
fbem-23802	73	45	<	<	X
fbem-23802	73	46	2.2e-16	2.2e-16	PROPN
fbem-23802	73	47	the	the	DET
fbem-23802	73	48	time	time	NOUN
fbem-23802	73	49	series	series	PROPN
fbem-23802	73	50	plot	plot	PROPN
fbem-23802	73	51	shows	show	VERB
fbem-23802	73	52	a	a	DET
fbem-23802	73	53	clear	clear	ADJ
fbem-23802	73	54	trend	trend	NOUN
fbem-23802	73	55	,	,	PUNCT
fbem-23802	73	56	indicating	indicate	VERB
fbem-23802	73	57	that	that	SCONJ
fbem-23802	73	58	the	the	DET
fbem-23802	73	59	series	series	NOUN
fbem-23802	73	60	has	have	VERB
fbem-23802	73	61	significant	significant	ADJ
fbem-23802	73	62	non	non	ADJ
fbem-23802	73	63	-	-	ADJ
fbem-23802	73	64	stationary	stationary	ADJ
fbem-23802	73	65	characteristics	characteristic	NOUN
fbem-23802	73	66	.	.	PUNCT
fbem-23802	74	1	the	the	DET
fbem-23802	74	2	results	result	NOUN
fbem-23802	74	3	of	of	ADP
fbem-23802	74	4	the	the	DET
fbem-23802	74	5	adf	adf	PROPN
fbem-23802	74	6	test	test	NOUN
fbem-23802	74	7	show	show	VERB
fbem-23802	74	8	that	that	SCONJ
fbem-23802	74	9	the	the	DET
fbem-23802	74	10	p	p	NOUN
fbem-23802	74	11	-	-	PUNCT
fbem-23802	74	12	value	value	NOUN
fbem-23802	74	13	is	be	AUX
fbem-23802	74	14	greater	great	ADJ
fbem-23802	74	15	than	than	ADP
fbem-23802	74	16	the	the	DET
fbem-23802	74	17	significance	significance	NOUN
fbem-23802	74	18	level	level	NOUN
fbem-23802	74	19	,	,	PUNCT
fbem-23802	74	20	so	so	CCONJ
fbem-23802	74	21	the	the	DET
fbem-23802	74	22	series	series	NOUN
fbem-23802	74	23	is	be	AUX
fbem-23802	74	24	non	non	ADJ
fbem-23802	74	25	-	-	ADJ
fbem-23802	74	26	stationary	stationary	ADJ
fbem-23802	74	27	.	.	PUNCT
fbem-23802	75	1	according	accord	VERB
fbem-23802	75	2	to	to	ADP
fbem-23802	75	3	the	the	DET
fbem-23802	75	4	results	result	NOUN
fbem-23802	75	5	of	of	ADP
fbem-23802	75	6	the	the	DET
fbem-23802	75	7	pure	pure	ADJ
fbem-23802	75	8	randomness	randomness	NOUN
fbem-23802	75	9	test	test	NOUN
fbem-23802	75	10	,	,	PUNCT
fbem-23802	75	11	the	the	DET
fbem-23802	75	12	pvalues	pvalue	NOUN
fbem-23802	75	13	of	of	ADP
fbem-23802	75	14	the	the	DET
fbem-23802	75	15	6th	6th	ADJ
fbem-23802	75	16	and	and	CCONJ
fbem-23802	75	17	12th	12th	ADJ
fbem-23802	75	18	order	order	NOUN
fbem-23802	75	19	lag	lag	VERB
fbem-23802	75	20	lb	lb	DET
fbem-23802	75	21	statistics	statistic	NOUN
fbem-23802	75	22	are	be	AUX
fbem-23802	75	23	both	both	ADV
fbem-23802	75	24	less	less	ADJ
fbem-23802	75	25	than	than	ADP
fbem-23802	75	26	the	the	DET
fbem-23802	75	27	significance	significance	NOUN
fbem-23802	75	28	level	level	NOUN
fbem-23802	75	29	,	,	PUNCT
fbem-23802	75	30	thus	thus	ADV
fbem-23802	75	31	the	the	DET
fbem-23802	75	32	series	series	NOUN
fbem-23802	75	33	is	be	AUX
fbem-23802	75	34	determined	determine	VERB
fbem-23802	75	35	to	to	PART
fbem-23802	75	36	be	be	AUX
fbem-23802	75	37	-9.92028	-9.92028	PROPN
fbem-23802	75	38	-7.98815	-7.98815	NOUN
fbem-23802	75	39	-6.05603	-6.05603	NOUN
fbem-23802	75	40	-4.12390	-4.12390	PUNCT
fbem-23802	75	41	-2.19177	-2.19177	PROPN
fbem-23802	75	42	-0.25965	-0.25965	PROPN
fbem-23802	76	1	1.67248	1.67248	NUM
fbem-23802	76	2	3.60460	3.60460	NUM
fbem-23802	76	3	5.53673	5.53673	NUM
fbem-23802	76	4	7.46885	7.46885	NUM
fbem-23802	76	5	9.400981	9.400981	NUM
fbem-23802	76	6	0.0	0.0	NUM
fbem-23802	76	7	0.1	0.1	NUM
fbem-23802	76	8	0.2	0.2	NUM
fbem-23802	76	9	0.3	0.3	NUM
fbem-23802	76	10	120	120	NUM
fbem-23802	76	11	125	125	NUM
fbem-23802	76	12	130	130	NUM
fbem-23802	76	13	135	135	NUM
fbem-23802	76	14	140	140	NUM
fbem-23802	76	15	145	145	NUM
fbem-23802	76	16	stockdata$aapl	stockdata$aapl	PROPN
fbem-23802	76	17	[	[	X
fbem-23802	76	18	2021	2021	NUM
fbem-23802	76	19	-	-	SYM
fbem-23802	76	20	01	01	NUM
fbem-23802	76	21	-	-	PUNCT
fbem-23802	76	22	04/2021	04/2021	NUM
fbem-23802	76	23	-	-	PUNCT
fbem-23802	76	24	06	06	NUM
fbem-23802	76	25	-	-	SYM
fbem-23802	76	26	28	28	NUM
fbem-23802	76	27	]	]	PUNCT
fbem-23802	76	28	last	last	ADJ
fbem-23802	76	29	134.779999	134.779999	NUM
fbem-23802	76	30	volume	volume	NOUN
fbem-23802	76	31	(	(	PUNCT
fbem-23802	76	32	millions	million	NOUN
fbem-23802	76	33	):	):	PUNCT
fbem-23802	76	34	62,111,300	62,111,300	NUM
fbem-23802	76	35	60	60	NUM
fbem-23802	76	36	80	80	NUM
fbem-23802	76	37	100	100	NUM
fbem-23802	76	38	120	120	NUM
fbem-23802	76	39	140	140	NUM
fbem-23802	76	40	160	160	NUM
fbem-23802	76	41	180	180	NUM
fbem-23802	76	42	1月	1月	NOUN
fbem-23802	76	43	04	04	NUM
fbem-23802	76	44	2021	2021	NUM
fbem-23802	76	45	1月	1月	NOUN
fbem-23802	76	46	25	25	NUM
fbem-23802	76	47	2021	2021	NUM
fbem-23802	76	48	2月	2月	NOUN
fbem-23802	76	49	16	16	NUM
fbem-23802	76	50	2021	2021	NUM
fbem-23802	76	51	3月	3月	NUM
fbem-23802	76	52	08	08	NUM
fbem-23802	76	53	2021	2021	NUM
fbem-23802	76	54	3月	3月	NUM
fbem-23802	76	55	29	29	NUM
fbem-23802	76	56	2021	2021	NUM
fbem-23802	76	57	4月	4月	NOUN
fbem-23802	76	58	19	19	NUM
fbem-23802	76	59	2021	2021	NUM
fbem-23802	76	60	5月	5月	NUM
fbem-23802	76	61	10	10	NUM
fbem-23802	76	62	2021	2021	NUM
fbem-23802	76	63	6月	6月	NOUN
fbem-23802	76	64	01	01	NUM
fbem-23802	76	65	2021	2021	NUM
fbem-23802	76	66	6月	6月	NOUN
fbem-23802	76	67	21	21	NUM
fbem-23802	76	68	2021	2021	NUM
fbem-23802	76	69	430	430	NUM
fbem-23802	76	70	non	non	ADJ
fbem-23802	76	71	-	-	ADJ
fbem-23802	76	72	stationary	stationary	ADJ
fbem-23802	76	73	and	and	CCONJ
fbem-23802	76	74	non	non	ADJ
fbem-23802	76	75	-	-	ADJ
fbem-23802	76	76	white	white	ADJ
fbem-23802	76	77	noise	noise	NOUN
fbem-23802	76	78	.	.	PUNCT
fbem-23802	77	1	taking	take	VERB
fbem-23802	77	2	the	the	DET
fbem-23802	77	3	first	first	ADJ
fbem-23802	77	4	difference	difference	NOUN
fbem-23802	77	5	of	of	ADP
fbem-23802	77	6	the	the	DET
fbem-23802	77	7	series	series	NOUN
fbem-23802	77	8	:	:	PUNCT
fbem-23802	77	9	figure	figure	VERB
fbem-23802	77	10	6	6	NUM
fbem-23802	77	11	.	.	PUNCT
fbem-23802	78	1	first	first	ADJ
fbem-23802	78	2	difference	difference	NOUN
fbem-23802	78	3	time	time	NOUN
fbem-23802	78	4	series	series	PROPN
fbem-23802	78	5	plot	plot	PROPN
fbem-23802	78	6	>	>	X
fbem-23802	78	7	adf.test(dif_close	adf.test(dif_close	NUM
fbem-23802	78	8	)	)	PUNCT
fbem-23802	78	9	augmented	augment	VERB
fbem-23802	78	10	dickey	dickey	PROPN
fbem-23802	78	11	-	-	PUNCT
fbem-23802	78	12	fuller	full	ADJ
fbem-23802	78	13	test	test	NOUN
fbem-23802	78	14	data	datum	NOUN
fbem-23802	78	15	:	:	PUNCT
fbem-23802	78	16	dif_close	dif_close	VERB
fbem-23802	78	17	dickey	dickey	NOUN
fbem-23802	78	18	-	-	PUNCT
fbem-23802	78	19	fuller	fuller	NOUN
fbem-23802	78	20	=	=	PUNCT
fbem-23802	78	21	-4.9472	-4.9472	X
fbem-23802	78	22	,	,	PUNCT
fbem-23802	78	23	lag	lag	VERB
fbem-23802	78	24	order	order	NOUN
fbem-23802	78	25	=	=	SYM
fbem-23802	78	26	5	5	NUM
fbem-23802	78	27	,	,	PUNCT
fbem-23802	78	28	p	p	NOUN
fbem-23802	78	29	-	-	PUNCT
fbem-23802	78	30	value	value	NOUN
fbem-23802	78	31	=	=	NOUN
fbem-23802	78	32	0.01	0.01	NUM
fbem-23802	78	33	alternative	alternative	ADJ
fbem-23802	78	34	hypothesis	hypothesis	NOUN
fbem-23802	78	35	:	:	PUNCT
fbem-23802	78	36	stationary	stationary	VERB
fbem-23802	78	37	the	the	DET
fbem-23802	78	38	adf	adf	PROPN
fbem-23802	78	39	test	test	NOUN
fbem-23802	78	40	shows	show	VERB
fbem-23802	78	41	that	that	SCONJ
fbem-23802	78	42	the	the	DET
fbem-23802	78	43	p	p	NOUN
fbem-23802	78	44	-	-	PUNCT
fbem-23802	78	45	value	value	NOUN
fbem-23802	78	46	is	be	AUX
fbem-23802	78	47	less	less	ADJ
fbem-23802	78	48	than	than	ADP
fbem-23802	78	49	the	the	DET
fbem-23802	78	50	significance	significance	NOUN
fbem-23802	78	51	level	level	NOUN
fbem-23802	78	52	,	,	PUNCT
fbem-23802	78	53	indicating	indicate	VERB
fbem-23802	78	54	that	that	SCONJ
fbem-23802	78	55	the	the	DET
fbem-23802	78	56	series	series	NOUN
fbem-23802	78	57	is	be	AUX
fbem-23802	78	58	stationary	stationary	ADJ
fbem-23802	78	59	after	after	ADP
fbem-23802	78	60	the	the	DET
fbem-23802	78	61	first	first	ADJ
fbem-23802	78	62	difference	difference	NOUN
fbem-23802	78	63	.	.	PUNCT
fbem-23802	79	1	using	use	VERB
fbem-23802	79	2	the	the	DET
fbem-23802	79	3	auto.arima	auto.arima	PROPN
fbem-23802	79	4	function	function	NOUN
fbem-23802	79	5	for	for	ADP
fbem-23802	79	6	automatic	automatic	ADJ
fbem-23802	79	7	fitting	fitting	NOUN
fbem-23802	79	8	,	,	PUNCT
fbem-23802	79	9	the	the	DET
fbem-23802	79	10	code	code	NOUN
fbem-23802	79	11	is	be	AUX
fbem-23802	79	12	as	as	SCONJ
fbem-23802	79	13	follows	follow	VERB
fbem-23802	79	14	:	:	PUNCT
fbem-23802	79	15	>	>	X
fbem-23802	79	16	library(forecast	library(forecast	PROPN
fbem-23802	79	17	)	)	PUNCT
fbem-23802	79	18	>	>	X
fbem-23802	79	19	auto.arima(close	auto.arima(close	PROPN
fbem-23802	79	20	)	)	PUNCT
fbem-23802	79	21	series	series	NOUN
fbem-23802	79	22	:	:	PUNCT
fbem-23802	79	23	close	close	PROPN
fbem-23802	79	24	arima(2,2,1	arima(2,2,1	PROPN
fbem-23802	79	25	)	)	PUNCT
fbem-23802	79	26	coefficients	coefficient	NOUN
fbem-23802	79	27	:	:	PUNCT
fbem-23802	79	28	ar1	ar1	PROPN
fbem-23802	79	29	ar2	ar2	PROPN
fbem-23802	79	30	ma1	ma1	PROPN
fbem-23802	79	31	0.1327	0.1327	NUM
fbem-23802	79	32	-0.2862	-0.2862	NOUN
fbem-23802	79	33	-0.9459	-0.9459	PUNCT
fbem-23802	80	1	s.e	s.e	PROPN
fbem-23802	80	2	.	.	PROPN
fbem-23802	80	3	0.0863	0.0863	NUM
fbem-23802	80	4	0.0861	0.0861	NUM
fbem-23802	80	5	0.0324	0.0324	NUM
fbem-23802	80	6	sigma^2	sigma^2	PROPN
fbem-23802	80	7	estimated	estimate	VERB
fbem-23802	80	8	as	as	ADP
fbem-23802	80	9	18.67	18.67	NUM
fbem-23802	80	10	:	:	PUNCT
fbem-23802	80	11	log	log	NOUN
fbem-23802	80	12	likelihood=-377.42	likelihood=-377.42	ADP
fbem-23802	80	13	aic=762.84	aic=762.84	PROPN
fbem-23802	80	14	aicc=763.16	aicc=763.16	PROPN
fbem-23802	80	15	bic=774.34	bic=774.34	PROPN
fbem-23802	81	1	the	the	DET
fbem-23802	81	2	fitted	fit	VERB
fbem-23802	81	3	model	model	NOUN
fbem-23802	81	4	obtained	obtain	VERB
fbem-23802	81	5	is	be	AUX
fbem-23802	81	6	:	:	PUNCT
fbem-23802	81	7	(	(	PUNCT
fbem-23802	81	8	)	)	PUNCT
fbem-23802	81	9	(	(	PUNCT
fbem-23802	81	10	)	)	PUNCT
fbem-23802	81	11	tt	tt	PROPN
fbem-23802	81	12	bxbb	bxbb	PROPN
fbem-23802	81	13	9459.012862.01327.0	9459.012862.01327.0	PROPN
fbem-23802	81	14	-	-	PUNCT
fbem-23802	81	15	1	1	NUM
fbem-23802	81	16	22	22	NUM
fbem-23802	82	1	+	+	NOUN
fbem-23802	82	2	=	=	NOUN
fbem-23802	82	3	+	+	NOUN
fbem-23802	82	4	6	6	NUM
fbem-23802	82	5	.	.	PUNCT
fbem-23802	82	6	summary	summary	NOUN
fbem-23802	82	7	and	and	CCONJ
fbem-23802	82	8	conclusion	conclusion	NOUN
fbem-23802	82	9	of	of	ADP
fbem-23802	82	10	the	the	DET
fbem-23802	82	11	empirical	empirical	ADJ
fbem-23802	82	12	analysis	analysis	NOUN
fbem-23802	82	13	stocks	stock	NOUN
fbem-23802	82	14	are	be	AUX
fbem-23802	82	15	a	a	DET
fbem-23802	82	16	crucial	crucial	ADJ
fbem-23802	82	17	component	component	NOUN
fbem-23802	82	18	of	of	ADP
fbem-23802	82	19	financial	financial	ADJ
fbem-23802	82	20	markets	market	NOUN
fbem-23802	82	21	.	.	PUNCT
fbem-23802	83	1	as	as	SCONJ
fbem-23802	83	2	the	the	DET
fbem-23802	83	3	chinese	chinese	ADJ
fbem-23802	83	4	stock	stock	NOUN
fbem-23802	83	5	market	market	NOUN
fbem-23802	83	6	continues	continue	VERB
fbem-23802	83	7	to	to	PART
fbem-23802	83	8	develop	develop	VERB
fbem-23802	83	9	,	,	PUNCT
fbem-23802	83	10	it	it	PRON
fbem-23802	83	11	is	be	AUX
fbem-23802	83	12	gradually	gradually	ADV
fbem-23802	83	13	maturing	mature	VERB
fbem-23802	83	14	.	.	PUNCT
fbem-23802	84	1	the	the	DET
fbem-23802	84	2	issuance	issuance	NOUN
fbem-23802	84	3	and	and	CCONJ
fbem-23802	84	4	trading	trading	NOUN
fbem-23802	84	5	of	of	ADP
fbem-23802	84	6	stocks	stock	NOUN
fbem-23802	84	7	,	,	PUNCT
fbem-23802	84	8	in	in	ADP
fbem-23802	84	9	turn	turn	NOUN
fbem-23802	84	10	,	,	PUNCT
fbem-23802	84	11	promote	promote	VERB
fbem-23802	84	12	and	and	CCONJ
fbem-23802	84	13	drive	drive	VERB
fbem-23802	84	14	faster	fast	ADV
fbem-23802	84	15	and	and	CCONJ
fbem-23802	84	16	better	well	ADJ
fbem-23802	84	17	national	national	ADJ
fbem-23802	84	18	economic	economic	ADJ
fbem-23802	84	19	development	development	NOUN
fbem-23802	84	20	.	.	PUNCT
fbem-23802	85	1	on	on	ADP
fbem-23802	85	2	one	one	NUM
fbem-23802	85	3	hand	hand	NOUN
fbem-23802	85	4	,	,	PUNCT
fbem-23802	85	5	stocks	stock	NOUN
fbem-23802	85	6	have	have	AUX
fbem-23802	85	7	become	become	VERB
fbem-23802	85	8	a	a	DET
fbem-23802	85	9	label	label	NOUN
fbem-23802	85	10	to	to	PART
fbem-23802	85	11	measure	measure	VERB
fbem-23802	85	12	the	the	DET
fbem-23802	85	13	development	development	NOUN
fbem-23802	85	14	status	status	NOUN
fbem-23802	85	15	of	of	ADP
fbem-23802	85	16	enterprises	enterprise	NOUN
fbem-23802	85	17	,	,	PUNCT
fbem-23802	85	18	and	and	CCONJ
fbem-23802	85	19	on	on	ADP
fbem-23802	85	20	the	the	DET
fbem-23802	85	21	other	other	ADJ
fbem-23802	85	22	hand	hand	NOUN
fbem-23802	85	23	,	,	PUNCT
fbem-23802	85	24	they	they	PRON
fbem-23802	85	25	serve	serve	VERB
fbem-23802	85	26	as	as	ADP
fbem-23802	85	27	a	a	DET
fbem-23802	85	28	method	method	NOUN
fbem-23802	85	29	for	for	SCONJ
fbem-23802	85	30	people	people	NOUN
fbem-23802	85	31	to	to	PART
fbem-23802	85	32	invest	invest	VERB
fbem-23802	85	33	and	and	CCONJ
fbem-23802	85	34	manage	manage	VERB
fbem-23802	85	35	their	their	PRON
fbem-23802	85	36	finances	finance	NOUN
fbem-23802	85	37	.	.	PUNCT
fbem-23802	86	1	therefore	therefore	ADV
fbem-23802	86	2	,	,	PUNCT
fbem-23802	86	3	research	research	NOUN
fbem-23802	86	4	on	on	ADP
fbem-23802	86	5	stocks	stock	NOUN
fbem-23802	86	6	is	be	AUX
fbem-23802	86	7	a	a	DET
fbem-23802	86	8	topic	topic	NOUN
fbem-23802	86	9	of	of	ADP
fbem-23802	86	10	great	great	ADJ
fbem-23802	86	11	interest	interest	NOUN
fbem-23802	86	12	and	and	CCONJ
fbem-23802	86	13	concern	concern	NOUN
fbem-23802	86	14	for	for	ADP
fbem-23802	86	15	both	both	DET
fbem-23802	86	16	investors	investor	NOUN
fbem-23802	86	17	and	and	CCONJ
fbem-23802	86	18	corporate	corporate	ADJ
fbem-23802	86	19	managers	manager	NOUN
fbem-23802	86	20	.	.	PUNCT
fbem-23802	87	1	investors	investor	NOUN
fbem-23802	87	2	hope	hope	VERB
fbem-23802	87	3	to	to	PART
fbem-23802	87	4	predict	predict	VERB
fbem-23802	87	5	stock	stock	NOUN
fbem-23802	87	6	prices	price	NOUN
fbem-23802	87	7	to	to	PART
fbem-23802	87	8	achieve	achieve	VERB
fbem-23802	87	9	higher	high	ADJ
fbem-23802	87	10	returns	return	NOUN
fbem-23802	87	11	,	,	PUNCT
fbem-23802	87	12	while	while	SCONJ
fbem-23802	87	13	managers	manager	NOUN
fbem-23802	87	14	aim	aim	VERB
fbem-23802	87	15	to	to	PART
fbem-23802	87	16	make	make	VERB
fbem-23802	87	17	informed	informed	ADJ
fbem-23802	87	18	decisions	decision	NOUN
fbem-23802	87	19	through	through	ADP
fbem-23802	87	20	accurate	accurate	ADJ
fbem-23802	87	21	stock	stock	NOUN
fbem-23802	87	22	price	price	NOUN
fbem-23802	87	23	predictions	prediction	NOUN
fbem-23802	87	24	to	to	PART
fbem-23802	87	25	facilitate	facilitate	VERB
fbem-23802	87	26	better	well	ADJ
fbem-23802	87	27	growth	growth	NOUN
fbem-23802	87	28	.	.	PUNCT
fbem-23802	88	1	however	however	ADV
fbem-23802	88	2	,	,	PUNCT
fbem-23802	88	3	accurately	accurately	ADV
fbem-23802	88	4	predicting	predict	VERB
fbem-23802	88	5	stock	stock	NOUN
fbem-23802	88	6	prices	price	NOUN
fbem-23802	88	7	is	be	AUX
fbem-23802	88	8	challenging	challenge	VERB
fbem-23802	88	9	due	due	ADJ
fbem-23802	88	10	to	to	ADP
fbem-23802	88	11	the	the	DET
fbem-23802	88	12	influence	influence	NOUN
fbem-23802	88	13	of	of	ADP
fbem-23802	88	14	numerous	numerous	ADJ
fbem-23802	88	15	factors	factor	NOUN
fbem-23802	88	16	such	such	ADJ
fbem-23802	88	17	as	as	ADP
fbem-23802	88	18	macroeconomic	macroeconomic	ADJ
fbem-23802	88	19	policies	policy	NOUN
fbem-23802	88	20	,	,	PUNCT
fbem-23802	88	21	local	local	ADJ
fbem-23802	88	22	economic	economic	ADJ
fbem-23802	88	23	policies	policy	NOUN
fbem-23802	88	24	,	,	PUNCT
fbem-23802	88	25	and	and	CCONJ
fbem-23802	88	26	industry	industry	NOUN
fbem-23802	88	27	development	development	NOUN
fbem-23802	88	28	conditions	condition	NOUN
fbem-23802	88	29	.	.	PUNCT
fbem-23802	89	1	by	by	ADP
fbem-23802	89	2	utilizing	utilize	VERB
fbem-23802	89	3	the	the	DET
fbem-23802	89	4	arima	arima	PROPN
fbem-23802	89	5	model	model	NOUN
fbem-23802	89	6	and	and	CCONJ
fbem-23802	89	7	conducting	conduct	VERB
fbem-23802	89	8	analysis	analysis	NOUN
fbem-23802	89	9	with	with	ADP
fbem-23802	89	10	r	r	NOUN
fbem-23802	89	11	language	language	NOUN
fbem-23802	89	12	,	,	PUNCT
fbem-23802	89	13	we	we	PRON
fbem-23802	89	14	can	can	AUX
fbem-23802	89	15	see	see	VERB
fbem-23802	89	16	that	that	DET
fbem-23802	89	17	apple	apple	NOUN
fbem-23802	89	18	's	's	PART
fbem-23802	89	19	stock	stock	NOUN
fbem-23802	89	20	price	price	NOUN
fbem-23802	89	21	,	,	PUNCT
fbem-23802	89	22	though	though	SCONJ
fbem-23802	89	23	not	not	PART
fbem-23802	89	24	stable	stable	ADJ
fbem-23802	89	25	,	,	PUNCT
fbem-23802	89	26	maintains	maintain	VERB
fbem-23802	89	27	an	an	DET
fbem-23802	89	28	upward	upward	ADJ
fbem-23802	89	29	trend	trend	NOUN
fbem-23802	89	30	overall	overall	ADV
fbem-23802	89	31	.	.	PUNCT
fbem-23802	90	1	the	the	DET
fbem-23802	90	2	automatically	automatically	ADV
fbem-23802	90	3	fitted	fit	VERB
fbem-23802	90	4	arima	arima	NOUN
fbem-23802	90	5	(	(	PUNCT
fbem-23802	90	6	2	2	NUM
fbem-23802	90	7	,	,	PUNCT
fbem-23802	90	8	2	2	NUM
fbem-23802	90	9	,	,	PUNCT
fbem-23802	90	10	1	1	X
fbem-23802	90	11	)	)	PUNCT
fbem-23802	90	12	model	model	NOUN
fbem-23802	90	13	can	can	AUX
fbem-23802	90	14	roughly	roughly	ADV
fbem-23802	90	15	reflect	reflect	VERB
fbem-23802	90	16	the	the	DET
fbem-23802	90	17	stock	stock	NOUN
fbem-23802	90	18	price	price	NOUN
fbem-23802	90	19	,	,	PUNCT
fbem-23802	90	20	but	but	CCONJ
fbem-23802	90	21	more	more	ADV
fbem-23802	90	22	detailed	detailed	ADJ
fbem-23802	90	23	insights	insight	NOUN
fbem-23802	90	24	require	require	VERB
fbem-23802	90	25	further	far	ADV
fbem-23802	90	26	in	in	ADP
fbem-23802	90	27	-	-	PUNCT
fbem-23802	90	28	depth	depth	NOUN
fbem-23802	90	29	research	research	NOUN
fbem-23802	90	30	.	.	PUNCT
fbem-23802	91	1	this	this	DET
fbem-23802	91	2	paper	paper	NOUN
fbem-23802	91	3	provides	provide	VERB
fbem-23802	91	4	a	a	DET
fbem-23802	91	5	detailed	detailed	ADJ
fbem-23802	91	6	introduction	introduction	NOUN
fbem-23802	91	7	to	to	ADP
fbem-23802	91	8	the	the	DET
fbem-23802	91	9	related	related	ADJ
fbem-23802	91	10	theories	theory	NOUN
fbem-23802	91	11	and	and	CCONJ
fbem-23802	91	12	modeling	model	VERB
fbem-23802	91	13	steps	step	NOUN
fbem-23802	91	14	of	of	ADP
fbem-23802	91	15	time	time	NOUN
fbem-23802	91	16	series	series	NOUN
fbem-23802	91	17	models	model	NOUN
fbem-23802	91	18	.	.	PUNCT
fbem-23802	92	1	based	base	VERB
fbem-23802	92	2	on	on	ADP
fbem-23802	92	3	the	the	DET
fbem-23802	92	4	characteristics	characteristic	NOUN
fbem-23802	92	5	of	of	ADP
fbem-23802	92	6	apple	apple	NOUN
fbem-23802	92	7	's	's	PART
fbem-23802	92	8	stock	stock	NOUN
fbem-23802	92	9	price	price	NOUN
fbem-23802	92	10	,	,	PUNCT
fbem-23802	92	11	an	an	DET
fbem-23802	92	12	appropriate	appropriate	ADJ
fbem-23802	92	13	arima	arima	NOUN
fbem-23802	92	14	model	model	NOUN
fbem-23802	92	15	was	be	AUX
fbem-23802	92	16	established	establish	VERB
fbem-23802	92	17	.	.	PUNCT
fbem-23802	93	1	by	by	ADP
fbem-23802	93	2	continuously	continuously	ADV
fbem-23802	93	3	updating	update	VERB
fbem-23802	93	4	the	the	DET
fbem-23802	93	5	data	datum	NOUN
fbem-23802	93	6	,	,	PUNCT
fbem-23802	93	7	the	the	DET
fbem-23802	93	8	model	model	NOUN
fbem-23802	93	9	is	be	AUX
fbem-23802	93	10	supplemented	supplement	VERB
fbem-23802	93	11	and	and	CCONJ
fbem-23802	93	12	refined	refine	VERB
fbem-23802	93	13	.	.	PUNCT
fbem-23802	94	1	from	from	ADP
fbem-23802	94	2	the	the	DET
fbem-23802	94	3	model	model	NOUN
fbem-23802	94	4	we	we	PRON
fbem-23802	94	5	established	establish	VERB
fbem-23802	94	6	,	,	PUNCT
fbem-23802	94	7	it	it	PRON
fbem-23802	94	8	can	can	AUX
fbem-23802	94	9	be	be	AUX
fbem-23802	94	10	observed	observe	VERB
fbem-23802	94	11	that	that	SCONJ
fbem-23802	94	12	the	the	DET
fbem-23802	94	13	daily	daily	ADJ
fbem-23802	94	14	closing	closing	NOUN
fbem-23802	94	15	price	price	NOUN
fbem-23802	94	16	of	of	ADP
fbem-23802	94	17	apple	apple	NOUN
fbem-23802	94	18	's	's	PART
fbem-23802	94	19	stock	stock	NOUN
fbem-23802	94	20	is	be	AUX
fbem-23802	94	21	significantly	significantly	ADV
fbem-23802	94	22	influenced	influence	VERB
fbem-23802	94	23	by	by	ADP
fbem-23802	94	24	its	its	PRON
fbem-23802	94	25	price	price	NOUN
fbem-23802	94	26	changes	change	NOUN
fbem-23802	94	27	from	from	ADP
fbem-23802	94	28	1	1	NUM
fbem-23802	94	29	to	to	PART
fbem-23802	94	30	5	5	NUM
fbem-23802	94	31	lags	lag	NOUN
fbem-23802	94	32	.	.	PUNCT
fbem-23802	95	1	short	short	ADJ
fbem-23802	95	2	-	-	PUNCT
fbem-23802	95	3	term	term	NOUN
fbem-23802	95	4	forecasts	forecast	NOUN
fbem-23802	95	5	of	of	ADP
fbem-23802	95	6	apple	apple	NOUN
fbem-23802	95	7	's	's	PART
fbem-23802	95	8	daily	daily	ADJ
fbem-23802	95	9	closing	closing	NOUN
fbem-23802	95	10	price	price	NOUN
fbem-23802	95	11	have	have	VERB
fbem-23802	95	12	relatively	relatively	ADV
fbem-23802	95	13	small	small	ADJ
fbem-23802	95	14	errors	error	NOUN
fbem-23802	95	15	and	and	CCONJ
fbem-23802	95	16	can	can	AUX
fbem-23802	95	17	effectively	effectively	ADV
fbem-23802	95	18	predict	predict	VERB
fbem-23802	95	19	the	the	DET
fbem-23802	95	20	trend	trend	NOUN
fbem-23802	95	21	of	of	ADP
fbem-23802	95	22	apple	apple	NOUN
fbem-23802	95	23	's	's	PART
fbem-23802	95	24	stock	stock	NOUN
fbem-23802	95	25	price	price	NOUN
fbem-23802	95	26	.	.	PUNCT
fbem-23802	96	1	however	however	ADV
fbem-23802	96	2	,	,	PUNCT
fbem-23802	96	3	long	long	ADJ
fbem-23802	96	4	-	-	PUNCT
fbem-23802	96	5	term	term	NOUN
fbem-23802	96	6	forecast	forecast	NOUN
fbem-23802	96	7	errors	error	NOUN
fbem-23802	96	8	are	be	AUX
fbem-23802	96	9	larger	large	ADJ
fbem-23802	96	10	,	,	PUNCT
fbem-23802	96	11	indicating	indicate	VERB
fbem-23802	96	12	that	that	SCONJ
fbem-23802	96	13	more	more	ADV
fbem-23802	96	14	accurate	accurate	ADJ
fbem-23802	96	15	analysis	analysis	NOUN
fbem-23802	96	16	and	and	CCONJ
fbem-23802	96	17	prediction	prediction	NOUN
fbem-23802	96	18	require	require	VERB
fbem-23802	96	19	continuous	continuous	ADJ
fbem-23802	96	20	data	datum	NOUN
fbem-23802	96	21	updates	update	NOUN
fbem-23802	96	22	followed	follow	VERB
fbem-23802	96	23	by	by	ADP
fbem-23802	96	24	short	short	ADJ
fbem-23802	96	25	-	-	PUNCT
fbem-23802	96	26	term	term	NOUN
fbem-23802	96	27	forecasting	forecasting	NOUN
fbem-23802	96	28	.	.	PUNCT
fbem-23802	97	1	from	from	ADP
fbem-23802	97	2	the	the	DET
fbem-23802	97	3	prediction	prediction	NOUN
fbem-23802	97	4	and	and	CCONJ
fbem-23802	97	5	analysis	analysis	NOUN
fbem-23802	97	6	of	of	ADP
fbem-23802	97	7	apple	apple	NOUN
fbem-23802	97	8	's	's	PART
fbem-23802	97	9	stock	stock	NOUN
fbem-23802	97	10	price	price	NOUN
fbem-23802	97	11	,	,	PUNCT
fbem-23802	97	12	we	we	PRON
fbem-23802	97	13	can	can	AUX
fbem-23802	97	14	conclude	conclude	VERB
fbem-23802	97	15	that	that	PRON
fbem-23802	97	16	,	,	PUNCT
fbem-23802	97	17	at	at	ADP
fbem-23802	97	18	this	this	DET
fbem-23802	97	19	stage	stage	NOUN
fbem-23802	97	20	,	,	PUNCT
fbem-23802	97	21	apple	apple	NOUN
fbem-23802	97	22	's	's	PART
fbem-23802	97	23	stock	stock	NOUN
fbem-23802	97	24	price	price	NOUN
fbem-23802	97	25	changes	change	NOUN
fbem-23802	97	26	are	be	AUX
fbem-23802	97	27	relatively	relatively	ADV
fbem-23802	97	28	stable	stable	ADJ
fbem-23802	97	29	,	,	PUNCT
fbem-23802	97	30	with	with	ADP
fbem-23802	97	31	minimal	minimal	ADJ
fbem-23802	97	32	fluctuations	fluctuation	NOUN
fbem-23802	97	33	,	,	PUNCT
fbem-23802	97	34	indicating	indicate	VERB
fbem-23802	97	35	good	good	ADJ
fbem-23802	97	36	development	development	NOUN
fbem-23802	97	37	status	status	NOUN
fbem-23802	97	38	.	.	PUNCT
fbem-23802	98	1	references	reference	NOUN
fbem-23802	98	2	[	[	X
fbem-23802	98	3	1	1	X
fbem-23802	98	4	]	]	X
fbem-23802	98	5	lv	lv	PROPN
fbem-23802	98	6	changjiang	changjiang	PROPN
fbem-23802	98	7	,	,	PUNCT
fbem-23802	98	8	zheng	zheng	PROPN
fbem-23802	98	9	huilian	huilian	PROPN
fbem-23802	98	10	,	,	PUNCT
fbem-23802	98	11	yan	yan	PROPN
fbem-23802	98	12	mingzhu	mingzhu	PROPN
fbem-23802	98	13	,	,	PUNCT
fbem-23802	98	14	et	et	PROPN
fbem-23802	98	15	al	al	PROPN
fbem-23802	98	16	.	.	PUNCT
fbem-23802	99	1	design	design	NOUN
fbem-23802	99	2	of	of	ADP
fbem-23802	99	3	equity	equity	NOUN
fbem-23802	99	4	incentive	incentive	NOUN
fbem-23802	99	5	system	system	NOUN
fbem-23802	99	6	for	for	ADP
fbem-23802	99	7	listed	list	VERB
fbem-23802	99	8	companies	company	NOUN
fbem-23802	99	9	:	:	PUNCT
fbem-23802	99	10	incentive	incentive	NOUN
fbem-23802	99	11	or	or	CCONJ
fbem-23802	99	12	benefit	benefit	VERB
fbem-23802	99	13	?	?	PUNCT
fbem-23802	100	1	[	[	X
fbem-23802	100	2	j	j	X
fbem-23802	100	3	]	]	X
fbem-23802	100	4	.	.	PUNCT
fbem-23802	101	1	management	management	NOUN
fbem-23802	101	2	world	world	NOUN
fbem-23802	101	3	,	,	PUNCT
fbem-23802	101	4	2009	2009	NUM
fbem-23802	101	5	,	,	PUNCT
fbem-23802	101	6	(	(	PUNCT
fbem-23802	101	7	09):133	09):133	NOUN
fbem-23802	101	8	-	-	SYM
fbem-23802	101	9	147	147	NUM
fbem-23802	101	10	+	+	NOUN
fbem-23802	101	11	188	188	NUM
fbem-23802	101	12	.	.	PUNCT
fbem-23802	102	1	[	[	X
fbem-23802	102	2	2	2	X
fbem-23802	102	3	]	]	PUNCT
fbem-23802	102	4	wang	wang	PROPN
fbem-23802	102	5	meijin	meijin	PROPN
fbem-23802	102	6	,	,	PUNCT
fbem-23802	102	7	sun	sun	PROPN
fbem-23802	102	8	jianjun	jianjun	PROPN
fbem-23802	102	9	.	.	PUNCT
fbem-23802	103	1	returns	return	NOUN
fbem-23802	103	2	,	,	PUNCT
fbem-23802	103	3	return	return	VERB
fbem-23802	103	4	volatility	volatility	NOUN
fbem-23802	103	5	and	and	CCONJ
fbem-23802	103	6	investor	investor	NOUN
fbem-23802	103	7	sentiment	sentiment	NOUN
fbem-23802	103	8	in	in	ADP
fbem-23802	103	9	the	the	DET
fbem-23802	103	10	chinese	chinese	ADJ
fbem-23802	103	11	stock	stock	NOUN
fbem-23802	103	12	market	market	NOUN
fbem-23802	104	1	[	[	X
fbem-23802	104	2	j	j	X
fbem-23802	104	3	]	]	X
fbem-23802	104	4	.	.	PUNCT
fbem-23802	105	1	economic	economic	ADJ
fbem-23802	105	2	research	research	NOUN
fbem-23802	105	3	,	,	PUNCT
fbem-23802	105	4	2004	2004	NUM
fbem-23802	105	5	,	,	PUNCT
fbem-23802	105	6	(	(	PUNCT
fbem-23802	105	7	10):75	10):75	NUM
fbem-23802	105	8	-	-	SYM
fbem-23802	105	9	83	83	NUM
fbem-23802	105	10	.	.	PUNCT
fbem-23802	106	1	[	[	X
fbem-23802	106	2	3	3	X
fbem-23802	106	3	]	]	PUNCT
fbem-23802	106	4	xu	xu	PROPN
fbem-23802	106	5	xiaodong	xiaodong	PROPN
fbem-23802	106	6	,	,	PUNCT
fbem-23802	106	7	chen	chen	PROPN
fbem-23802	106	8	xiaoyue	xiaoyue	PROPN
fbem-23802	106	9	.	.	PUNCT
fbem-23802	107	1	analysis	analysis	NOUN
fbem-23802	107	2	of	of	ADP
fbem-23802	107	3	the	the	DET
fbem-23802	107	4	impact	impact	NOUN
fbem-23802	107	5	of	of	ADP
fbem-23802	107	6	the	the	DET
fbem-23802	107	7	first	first	ADJ
fbem-23802	107	8	major	major	ADJ
fbem-23802	107	9	shareholder	shareholder	NOUN
fbem-23802	107	10	on	on	ADP
fbem-23802	107	11	corporate	corporate	ADJ
fbem-23802	107	12	governance	governance	NOUN
fbem-23802	107	13	and	and	CCONJ
fbem-23802	107	14	firm	firm	ADJ
fbem-23802	107	15	performance	performance	NOUN
fbem-23802	108	1	[	[	X
fbem-23802	108	2	j	j	X
fbem-23802	108	3	]	]	X
fbem-23802	108	4	.	.	PUNCT
fbem-23802	109	1	economic	economic	ADJ
fbem-23802	109	2	research	research	NOUN
fbem-23802	109	3	,	,	PUNCT
fbem-23802	109	4	2003	2003	NUM
fbem-23802	109	5	,	,	PUNCT
fbem-23802	109	6	(	(	PUNCT
fbem-23802	109	7	02):64	02):64	NUM
fbem-23802	109	8	-	-	SYM
fbem-23802	109	9	74	74	NUM
fbem-23802	110	1	+	+	NOUN
fbem-23802	110	2	93	93	NUM
fbem-23802	110	3	.	.	PUNCT
fbem-23802	111	1	[	[	X
fbem-23802	111	2	4	4	X
fbem-23802	111	3	]	]	X
fbem-23802	111	4	huang	huang	PROPN
fbem-23802	111	5	shao'an	shao'an	PROPN
fbem-23802	111	6	,	,	PUNCT
fbem-23802	111	7	zhang	zhang	PROPN
fbem-23802	111	8	gang	gang	PROPN
fbem-23802	111	9	.	.	PUNCT
fbem-23802	112	1	analysis	analysis	NOUN
fbem-23802	112	2	of	of	ADP
fbem-23802	112	3	equity	equity	NOUN
fbem-23802	112	4	financing	financing	NOUN
fbem-23802	112	5	preferences	preference	NOUN
fbem-23802	112	6	of	of	ADP
fbem-23802	112	7	chinese	chinese	ADJ
fbem-23802	112	8	listed	list	VERB
fbem-23802	112	9	companies	company	NOUN
fbem-23802	112	10	[	[	X
fbem-23802	112	11	j	j	X
fbem-23802	112	12	]	]	X
fbem-23802	112	13	.	.	PUNCT
fbem-23802	113	1	economic	economic	ADJ
fbem-23802	113	2	research	research	NOUN
fbem-23802	113	3	,	,	PUNCT
fbem-23802	113	4	2001	2001	NUM
fbem-23802	113	5	,	,	PUNCT
fbem-23802	113	6	(	(	PUNCT
fbem-23802	113	7	11):12	11):12	NUM
fbem-23802	113	8	-	-	SYM
fbem-23802	113	9	20	20	NUM
fbem-23802	113	10	+	+	NOUN
fbem-23802	113	11	27	27	NUM
fbem-23802	113	12	.	.	PUNCT
fbem-23802	114	1	[	[	X
fbem-23802	114	2	5	5	NUM
fbem-23802	114	3	]	]	X
fbem-23802	114	4	tan	tan	NOUN
fbem-23802	114	5	ruyong	ruyong	NOUN
fbem-23802	114	6	.	.	PUNCT
fbem-23802	115	1	an	an	DET
fbem-23802	115	2	empirical	empirical	ADJ
fbem-23802	115	3	study	study	NOUN
fbem-23802	115	4	on	on	ADP
fbem-23802	115	5	the	the	DET
fbem-23802	115	6	relationship	relationship	NOUN
fbem-23802	115	7	between	between	ADP
fbem-23802	115	8	financial	financial	ADJ
fbem-23802	115	9	development	development	NOUN
fbem-23802	115	10	and	and	CCONJ
fbem-23802	115	11	economic	economic	ADJ
fbem-23802	115	12	growth	growth	NOUN
fbem-23802	115	13	in	in	ADP
fbem-23802	115	14	china	china	PROPN
fbem-23802	116	1	[	[	X
fbem-23802	116	2	j	j	X
fbem-23802	116	3	]	]	X
fbem-23802	116	4	.	.	PUNCT
fbem-23802	117	1	economic	economic	ADJ
fbem-23802	117	2	research	research	NOUN
fbem-23802	117	3	,	,	PUNCT
fbem-23802	117	4	1999	1999	NUM
fbem-23802	117	5	,	,	PUNCT
fbem-23802	117	6	(	(	PUNCT
fbem-23802	117	7	10):53	10):53	NUM
fbem-23802	117	8	-	-	SYM
fbem-23802	117	9	61	61	NUM
fbem-23802	117	10	.	.	PUNCT
fbem-23802	118	1	[	[	X
fbem-23802	118	2	6	6	NUM
fbem-23802	118	3	]	]	PUNCT
fbem-23802	118	4	yang	yang	PROPN
fbem-23802	118	5	haimin	haimin	PROPN
fbem-23802	118	6	,	,	PUNCT
fbem-23802	118	7	pan	pan	PROPN
fbem-23802	118	8	zhisong	zhisong	PROPN
fbem-23802	118	9	,	,	PUNCT
fbem-23802	118	10	bai	bai	PROPN
fbem-23802	118	11	wei	wei	PROPN
fbem-23802	118	12	.	.	PUNCT
fbem-23802	119	1	a	a	DET
fbem-23802	119	2	review	review	NOUN
fbem-23802	119	3	of	of	ADP
fbem-23802	119	4	time	time	NOUN
fbem-23802	119	5	series	series	PROPN
fbem-23802	119	6	forecasting	forecasting	NOUN
fbem-23802	119	7	methods	method	NOUN
fbem-23802	119	8	[	[	X
fbem-23802	119	9	j	j	X
fbem-23802	119	10	]	]	X
fbem-23802	119	11	.	.	PUNCT
fbem-23802	120	1	computer	computer	NOUN
fbem-23802	120	2	science	science	NOUN
fbem-23802	120	3	,	,	PUNCT
fbem-23802	120	4	2019	2019	NUM
fbem-23802	120	5	,	,	PUNCT
fbem-23802	120	6	46	46	NUM
fbem-23802	120	7	(	(	PUNCT
fbem-23802	120	8	01	01	NUM
fbem-23802	120	9	):	):	PUNCT
fbem-23802	120	10	21	21	NUM
fbem-23802	120	11	-	-	SYM
fbem-23802	120	12	28	28	NUM
fbem-23802	120	13	.	.	PUNCT