id	sid	tid	token	lemma	pos
fbem-15409	1	1	frontiers	frontier	NOUN
fbem-15409	1	2	in	in	ADP
fbem-15409	1	3	business	business	NOUN
fbem-15409	1	4	,	,	PUNCT
fbem-15409	1	5	economics	economic	NOUN
fbem-15409	1	6	and	and	CCONJ
fbem-15409	1	7	management	management	NOUN
fbem-15409	1	8	issn	issn	PROPN
fbem-15409	1	9	:	:	PUNCT
fbem-15409	1	10	2766	2766	NUM
fbem-15409	1	11	-	-	PUNCT
fbem-15409	1	12	824x	824x	NUM
fbem-15409	1	13	|	|	ADJ
fbem-15409	1	14	vol	vol	NOUN
fbem-15409	1	15	.	.	PROPN
fbem-15409	1	16	12	12	NUM
fbem-15409	1	17	,	,	PUNCT
fbem-15409	1	18	no	no	INTJ
fbem-15409	1	19	.	.	NOUN
fbem-15409	1	20	3	3	NUM
fbem-15409	1	21	,	,	PUNCT
fbem-15409	1	22	2023	2023	NUM
fbem-15409	1	23	178	178	NUM
fbem-15409	1	24	research	research	NOUN
fbem-15409	1	25	on	on	ADP
fbem-15409	1	26	feight	feight	ADJ
fbem-15409	1	27	volume	volume	NOUN
fbem-15409	1	28	prediction	prediction	NOUN
fbem-15409	1	29	in	in	ADP
fbem-15409	1	30	sichuan	sichuan	PROPN
fbem-15409	1	31	and	and	CCONJ
fbem-15409	1	32	chongqing	chongqing	PROPN
fbem-15409	1	33	based	base	VERB
fbem-15409	1	34	on	on	ADP
fbem-15409	1	35	multiple	multiple	ADJ
fbem-15409	1	36	regression	regression	NOUN
fbem-15409	1	37	and	and	CCONJ
fbem-15409	1	38	exponential	exponential	NOUN
fbem-15409	1	39	smoothing	smoothing	NOUN
fbem-15409	1	40	method	method	NOUN
fbem-15409	1	41	lingyuan	lingyuan	PROPN
fbem-15409	1	42	tian1	tian1	PROPN
fbem-15409	1	43	,	,	PUNCT
fbem-15409	1	44	zhihao	zhihao	PROPN
fbem-15409	1	45	zhang2	zhang2	PROPN
fbem-15409	1	46	,	,	PUNCT
fbem-15409	1	47	xinyue	xinyue	PROPN
fbem-15409	1	48	wang3	wang3	PROPN
fbem-15409	2	1	1school	1school	NUM
fbem-15409	2	2	of	of	ADP
fbem-15409	2	3	modern	modern	ADJ
fbem-15409	2	4	postal	postal	NOUN
fbem-15409	2	5	,	,	PUNCT
fbem-15409	2	6	chongqing	chongqing	PROPN
fbem-15409	2	7	university	university	PROPN
fbem-15409	2	8	of	of	ADP
fbem-15409	2	9	posts	post	NOUN
fbem-15409	2	10	and	and	CCONJ
fbem-15409	2	11	telecommunications	telecommunication	NOUN
fbem-15409	2	12	;	;	PUNCT
fbem-15409	2	13	china	china	PROPN
fbem-15409	2	14	2school	2school	NUM
fbem-15409	2	15	of	of	ADP
fbem-15409	2	16	modern	modern	ADJ
fbem-15409	2	17	postal	postal	NOUN
fbem-15409	2	18	,	,	PUNCT
fbem-15409	2	19	chongqing	chongqing	PROPN
fbem-15409	2	20	university	university	PROPN
fbem-15409	2	21	of	of	ADP
fbem-15409	2	22	posts	post	NOUN
fbem-15409	2	23	and	and	CCONJ
fbem-15409	2	24	telecommunications	telecommunication	NOUN
fbem-15409	2	25	;	;	PUNCT
fbem-15409	2	26	china	china	PROPN
fbem-15409	2	27	3chongqing	3chongqing	NUM
fbem-15409	2	28	no.2	no.2	PROPN
fbem-15409	2	29	foreign	foreign	ADJ
fbem-15409	2	30	language	language	NOUN
fbem-15409	2	31	school	school	NOUN
fbem-15409	2	32	,	,	PUNCT
fbem-15409	2	33	china	china	PROPN
fbem-15409	2	34	abstract	abstract	PROPN
fbem-15409	2	35	:	:	PUNCT
fbem-15409	2	36	as	as	ADP
fbem-15409	2	37	the	the	DET
fbem-15409	2	38	starting	starting	NOUN
fbem-15409	2	39	point	point	NOUN
fbem-15409	2	40	of	of	ADP
fbem-15409	2	41	the	the	DET
fbem-15409	2	42	national	national	ADJ
fbem-15409	2	43	"	"	PUNCT
fbem-15409	2	44	one	one	NUM
fbem-15409	2	45	belt	belt	NOUN
fbem-15409	2	46	one	one	NUM
fbem-15409	2	47	road	road	NOUN
fbem-15409	2	48	"	"	PUNCT
fbem-15409	2	49	development	development	NOUN
fbem-15409	2	50	and	and	CCONJ
fbem-15409	2	51	the	the	DET
fbem-15409	2	52	important	important	ADJ
fbem-15409	2	53	economic	economic	ADJ
fbem-15409	2	54	belt	belt	NOUN
fbem-15409	2	55	of	of	ADP
fbem-15409	2	56	the	the	DET
fbem-15409	2	57	yangtze	yangtze	PROPN
fbem-15409	2	58	river	river	PROPN
fbem-15409	2	59	in	in	ADP
fbem-15409	2	60	the	the	DET
fbem-15409	2	61	central	central	ADJ
fbem-15409	2	62	and	and	CCONJ
fbem-15409	2	63	western	western	ADJ
fbem-15409	2	64	regions	region	NOUN
fbem-15409	2	65	of	of	ADP
fbem-15409	2	66	the	the	DET
fbem-15409	2	67	country	country	NOUN
fbem-15409	2	68	,	,	PUNCT
fbem-15409	2	69	the	the	DET
fbem-15409	2	70	sichuan	sichuan	PROPN
fbem-15409	2	71	-	-	PUNCT
fbem-15409	2	72	chongqing	chongqe	VERB
fbem-15409	2	73	region	region	NOUN
fbem-15409	2	74	is	be	AUX
fbem-15409	2	75	of	of	ADP
fbem-15409	2	76	great	great	ADJ
fbem-15409	2	77	significance	significance	NOUN
fbem-15409	2	78	to	to	PART
fbem-15409	2	79	study	study	VERB
fbem-15409	2	80	the	the	DET
fbem-15409	2	81	influencing	influence	VERB
fbem-15409	2	82	factors	factor	NOUN
fbem-15409	2	83	of	of	ADP
fbem-15409	2	84	its	its	PRON
fbem-15409	2	85	logistics	logistic	NOUN
fbem-15409	2	86	.	.	PUNCT
fbem-15409	3	1	freight	freight	NOUN
fbem-15409	3	2	volume	volume	NOUN
fbem-15409	3	3	is	be	AUX
fbem-15409	3	4	an	an	DET
fbem-15409	3	5	important	important	ADJ
fbem-15409	3	6	indicator	indicator	NOUN
fbem-15409	3	7	for	for	ADP
fbem-15409	3	8	measuring	measure	VERB
fbem-15409	3	9	the	the	DET
fbem-15409	3	10	level	level	NOUN
fbem-15409	3	11	of	of	ADP
fbem-15409	3	12	logistics	logistic	NOUN
fbem-15409	3	13	development	development	NOUN
fbem-15409	3	14	in	in	ADP
fbem-15409	3	15	a	a	DET
fbem-15409	3	16	country	country	NOUN
fbem-15409	3	17	or	or	CCONJ
fbem-15409	3	18	region	region	NOUN
fbem-15409	3	19	.	.	PUNCT
fbem-15409	4	1	this	this	DET
fbem-15409	4	2	article	article	NOUN
fbem-15409	4	3	will	will	AUX
fbem-15409	4	4	use	use	VERB
fbem-15409	4	5	spss	spss	PROPN
fbem-15409	4	6	software	software	NOUN
fbem-15409	4	7	to	to	PART
fbem-15409	4	8	analyze	analyze	VERB
fbem-15409	4	9	the	the	DET
fbem-15409	4	10	freight	freight	NOUN
fbem-15409	4	11	volume	volume	NOUN
fbem-15409	4	12	data	datum	NOUN
fbem-15409	4	13	of	of	ADP
fbem-15409	4	14	sichuan	sichuan	PROPN
fbem-15409	4	15	-	-	PUNCT
fbem-15409	4	16	chongqing	chongqe	VERB
fbem-15409	4	17	region	region	NOUN
fbem-15409	4	18	from	from	ADP
fbem-15409	4	19	2005	2005	NUM
fbem-15409	4	20	to	to	ADP
fbem-15409	4	21	2019	2019	NUM
fbem-15409	4	22	,	,	PUNCT
fbem-15409	4	23	and	and	CCONJ
fbem-15409	4	24	use	use	VERB
fbem-15409	4	25	the	the	DET
fbem-15409	4	26	quadratic	quadratic	ADJ
fbem-15409	4	27	exponential	exponential	ADJ
fbem-15409	4	28	smoothing	smoothing	NOUN
fbem-15409	4	29	method	method	NOUN
fbem-15409	4	30	to	to	PART
fbem-15409	4	31	model	model	VERB
fbem-15409	4	32	.	.	PUNCT
fbem-15409	5	1	it	it	PRON
fbem-15409	5	2	is	be	AUX
fbem-15409	5	3	predicted	predict	VERB
fbem-15409	5	4	that	that	SCONJ
fbem-15409	5	5	the	the	DET
fbem-15409	5	6	freight	freight	NOUN
fbem-15409	5	7	volume	volume	NOUN
fbem-15409	5	8	of	of	ADP
fbem-15409	5	9	sichuanchongqing	sichuanchongqe	VERB
fbem-15409	5	10	region	region	NOUN
fbem-15409	5	11	will	will	AUX
fbem-15409	5	12	continue	continue	VERB
fbem-15409	5	13	to	to	PART
fbem-15409	5	14	grow	grow	VERB
fbem-15409	5	15	in	in	ADP
fbem-15409	5	16	the	the	DET
fbem-15409	5	17	next	next	ADJ
fbem-15409	5	18	five	five	NUM
fbem-15409	5	19	years	year	NOUN
fbem-15409	5	20	,	,	PUNCT
fbem-15409	5	21	with	with	ADP
fbem-15409	5	22	a	a	DET
fbem-15409	5	23	growth	growth	NOUN
fbem-15409	5	24	rate	rate	NOUN
fbem-15409	5	25	of	of	ADP
fbem-15409	5	26	approximately	approximately	ADV
fbem-15409	5	27	is	be	AUX
fbem-15409	5	28	5	5	NUM
fbem-15409	5	29	%	%	NOUN
fbem-15409	5	30	.	.	PUNCT
fbem-15409	6	1	in	in	ADP
fbem-15409	6	2	2024	2024	NUM
fbem-15409	6	3	,	,	PUNCT
fbem-15409	6	4	the	the	DET
fbem-15409	6	5	freight	freight	NOUN
fbem-15409	6	6	volume	volume	NOUN
fbem-15409	6	7	in	in	ADP
fbem-15409	6	8	sichuan	sichuan	PROPN
fbem-15409	6	9	and	and	CCONJ
fbem-15409	6	10	chongqing	chongqing	PROPN
fbem-15409	6	11	will	will	AUX
fbem-15409	6	12	reach	reach	VERB
fbem-15409	6	13	3.6	3.6	NUM
fbem-15409	6	14	billion	billion	NUM
fbem-15409	6	15	tons	ton	NOUN
fbem-15409	6	16	.	.	PUNCT
fbem-15409	7	1	keywords	keyword	NOUN
fbem-15409	7	2	:	:	PUNCT
fbem-15409	7	3	freight	freight	NOUN
fbem-15409	7	4	volume	volume	NOUN
fbem-15409	7	5	;	;	PUNCT
fbem-15409	7	6	regression	regression	VERB
fbem-15409	7	7	analysis	analysis	NOUN
fbem-15409	7	8	;	;	PUNCT
fbem-15409	7	9	time	time	NOUN
fbem-15409	7	10	series	series	PROPN
fbem-15409	7	11	analysis	analysis	NOUN
fbem-15409	7	12	;	;	PUNCT
fbem-15409	7	13	forecast	forecast	NOUN
fbem-15409	7	14	.	.	PUNCT
fbem-15409	8	1	1	1	X
fbem-15409	8	2	.	.	X
fbem-15409	8	3	introduction	introduction	NOUN
fbem-15409	8	4	since	since	SCONJ
fbem-15409	8	5	the	the	DET
fbem-15409	8	6	reform	reform	NOUN
fbem-15409	8	7	and	and	CCONJ
fbem-15409	8	8	opening	opening	NOUN
fbem-15409	8	9	up	up	ADP
fbem-15409	8	10	,	,	PUNCT
fbem-15409	8	11	especially	especially	ADV
fbem-15409	8	12	with	with	ADP
fbem-15409	8	13	the	the	DET
fbem-15409	8	14	continuous	continuous	ADJ
fbem-15409	8	15	advancement	advancement	NOUN
fbem-15409	8	16	of	of	ADP
fbem-15409	8	17	the	the	DET
fbem-15409	8	18	western	western	ADJ
fbem-15409	8	19	development	development	NOUN
fbem-15409	8	20	strategy	strategy	NOUN
fbem-15409	8	21	,	,	PUNCT
fbem-15409	8	22	the	the	DET
fbem-15409	8	23	sichuan	sichuan	PROPN
fbem-15409	8	24	-	-	PUNCT
fbem-15409	8	25	chongqing	chongqe	VERB
fbem-15409	8	26	region	region	NOUN
fbem-15409	8	27	has	have	AUX
fbem-15409	8	28	developed	develop	VERB
fbem-15409	8	29	rapidly	rapidly	ADV
fbem-15409	8	30	in	in	ADP
fbem-15409	8	31	economy	economy	NOUN
fbem-15409	8	32	and	and	CCONJ
fbem-15409	8	33	society	society	NOUN
fbem-15409	8	34	,	,	PUNCT
fbem-15409	8	35	and	and	CCONJ
fbem-15409	8	36	its	its	PRON
fbem-15409	8	37	comprehensive	comprehensive	ADJ
fbem-15409	8	38	strength	strength	NOUN
fbem-15409	8	39	has	have	AUX
fbem-15409	8	40	been	be	AUX
fbem-15409	8	41	continuously	continuously	ADV
fbem-15409	8	42	improved	improve	VERB
fbem-15409	8	43	.	.	PUNCT
fbem-15409	9	1	it	it	PRON
fbem-15409	9	2	is	be	AUX
fbem-15409	9	3	in	in	ADP
fbem-15409	9	4	the	the	DET
fbem-15409	9	5	forefront	forefront	NOUN
fbem-15409	9	6	of	of	ADP
fbem-15409	9	7	my	my	PRON
fbem-15409	9	8	country	country	NOUN
fbem-15409	9	9	's	's	PART
fbem-15409	9	10	western	western	ADJ
fbem-15409	9	11	region	region	NOUN
fbem-15409	9	12	.	.	PUNCT
fbem-15409	10	1	with	with	ADP
fbem-15409	10	2	the	the	DET
fbem-15409	10	3	support	support	NOUN
fbem-15409	10	4	of	of	ADP
fbem-15409	10	5	the	the	DET
fbem-15409	10	6	national	national	ADJ
fbem-15409	10	7	economic	economic	PROPN
fbem-15409	10	8	development	development	NOUN
fbem-15409	10	9	strategy	strategy	NOUN
fbem-15409	10	10	,	,	PUNCT
fbem-15409	10	11	the	the	DET
fbem-15409	10	12	sichuan	sichuan	PROPN
fbem-15409	10	13	-	-	PUNCT
fbem-15409	10	14	chongqing	chongqe	VERB
fbem-15409	10	15	region	region	NOUN
fbem-15409	10	16	has	have	VERB
fbem-15409	10	17	new	new	ADJ
fbem-15409	10	18	development	development	NOUN
fbem-15409	10	19	advantages	advantage	NOUN
fbem-15409	10	20	,	,	PUNCT
fbem-15409	10	21	but	but	CCONJ
fbem-15409	10	22	also	also	ADV
fbem-15409	10	23	faces	face	VERB
fbem-15409	10	24	many	many	ADJ
fbem-15409	10	25	unknown	unknown	ADJ
fbem-15409	10	26	challenges	challenge	NOUN
fbem-15409	10	27	.	.	PUNCT
fbem-15409	11	1	in	in	ADP
fbem-15409	11	2	the	the	DET
fbem-15409	11	3	process	process	NOUN
fbem-15409	11	4	of	of	ADP
fbem-15409	11	5	studying	study	VERB
fbem-15409	11	6	logistics	logistic	NOUN
fbem-15409	11	7	demand	demand	NOUN
fbem-15409	11	8	,	,	PUNCT
fbem-15409	11	9	one	one	NUM
fbem-15409	11	10	of	of	ADP
fbem-15409	11	11	the	the	DET
fbem-15409	11	12	important	important	ADJ
fbem-15409	11	13	indicators	indicator	NOUN
fbem-15409	11	14	is	be	AUX
fbem-15409	11	15	freight	freight	NOUN
fbem-15409	11	16	volume	volume	NOUN
fbem-15409	11	17	.	.	PUNCT
fbem-15409	12	1	the	the	DET
fbem-15409	12	2	accurate	accurate	ADJ
fbem-15409	12	3	forecast	forecast	NOUN
fbem-15409	12	4	of	of	ADP
fbem-15409	12	5	freight	freight	NOUN
fbem-15409	12	6	volume	volume	NOUN
fbem-15409	12	7	can	can	AUX
fbem-15409	12	8	not	not	PART
fbem-15409	12	9	only	only	ADV
fbem-15409	12	10	provide	provide	VERB
fbem-15409	12	11	necessary	necessary	ADJ
fbem-15409	12	12	reference	reference	NOUN
fbem-15409	12	13	value	value	NOUN
fbem-15409	12	14	for	for	ADP
fbem-15409	12	15	the	the	DET
fbem-15409	12	16	development	development	NOUN
fbem-15409	12	17	of	of	ADP
fbem-15409	12	18	local	local	ADJ
fbem-15409	12	19	logistics	logistic	NOUN
fbem-15409	12	20	economy	economy	NOUN
fbem-15409	12	21	,	,	PUNCT
fbem-15409	12	22	but	but	CCONJ
fbem-15409	12	23	also	also	ADV
fbem-15409	12	24	an	an	DET
fbem-15409	12	25	important	important	ADJ
fbem-15409	12	26	basis	basis	NOUN
fbem-15409	12	27	for	for	ADP
fbem-15409	12	28	analyzing	analyze	VERB
fbem-15409	12	29	the	the	DET
fbem-15409	12	30	level	level	NOUN
fbem-15409	12	31	of	of	ADP
fbem-15409	12	32	logistics	logistic	NOUN
fbem-15409	12	33	development	development	NOUN
fbem-15409	12	34	and	and	CCONJ
fbem-15409	12	35	future	future	ADJ
fbem-15409	12	36	trends	trend	NOUN
fbem-15409	12	37	of	of	ADP
fbem-15409	12	38	a	a	DET
fbem-15409	12	39	country	country	NOUN
fbem-15409	12	40	or	or	CCONJ
fbem-15409	12	41	region	region	NOUN
fbem-15409	12	42	.	.	PUNCT
fbem-15409	13	1	therefore	therefore	ADV
fbem-15409	13	2	,	,	PUNCT
fbem-15409	13	3	the	the	DET
fbem-15409	13	4	study	study	NOUN
fbem-15409	13	5	of	of	ADP
fbem-15409	13	6	freight	freight	NOUN
fbem-15409	13	7	volume	volume	NOUN
fbem-15409	13	8	in	in	ADP
fbem-15409	13	9	the	the	DET
fbem-15409	13	10	sichuan	sichuan	PROPN
fbem-15409	13	11	-	-	PUNCT
fbem-15409	13	12	chongqing	chongqe	VERB
fbem-15409	13	13	region	region	NOUN
fbem-15409	13	14	is	be	AUX
fbem-15409	13	15	particularly	particularly	ADV
fbem-15409	13	16	important	important	ADJ
fbem-15409	13	17	for	for	ADP
fbem-15409	13	18	the	the	DET
fbem-15409	13	19	development	development	NOUN
fbem-15409	13	20	of	of	ADP
fbem-15409	13	21	the	the	DET
fbem-15409	13	22	region	region	NOUN
fbem-15409	13	23	.	.	PUNCT
fbem-15409	14	1	the	the	DET
fbem-15409	14	2	logistics	logistic	NOUN
fbem-15409	14	3	development	development	NOUN
fbem-15409	14	4	in	in	ADP
fbem-15409	14	5	sichuan	sichuan	PROPN
fbem-15409	14	6	and	and	CCONJ
fbem-15409	14	7	chongqing	chongqing	PROPN
fbem-15409	14	8	has	have	VERB
fbem-15409	14	9	unique	unique	ADJ
fbem-15409	14	10	geographical	geographical	ADJ
fbem-15409	14	11	advantages	advantage	NOUN
fbem-15409	14	12	.	.	PUNCT
fbem-15409	15	1	as	as	ADP
fbem-15409	15	2	one	one	NUM
fbem-15409	15	3	of	of	ADP
fbem-15409	15	4	the	the	DET
fbem-15409	15	5	most	most	ADV
fbem-15409	15	6	important	important	ADJ
fbem-15409	15	7	provincial	provincial	ADJ
fbem-15409	15	8	capitals	capital	NOUN
fbem-15409	15	9	in	in	ADP
fbem-15409	15	10	the	the	DET
fbem-15409	15	11	core	core	NOUN
fbem-15409	15	12	area	area	NOUN
fbem-15409	15	13	of	of	ADP
fbem-15409	15	14	china	china	PROPN
fbem-15409	15	15	's	's	PART
fbem-15409	15	16	western	western	ADJ
fbem-15409	15	17	region	region	NOUN
fbem-15409	15	18	,	,	PUNCT
fbem-15409	15	19	sichuan	sichuan	PROPN
fbem-15409	15	20	province	province	PROPN
fbem-15409	15	21	is	be	AUX
fbem-15409	15	22	a	a	DET
fbem-15409	15	23	bridgehead	bridgehead	NOUN
fbem-15409	15	24	that	that	PRON
fbem-15409	15	25	connects	connect	VERB
fbem-15409	15	26	the	the	DET
fbem-15409	15	27	east	east	NOUN
fbem-15409	15	28	and	and	CCONJ
fbem-15409	15	29	the	the	DET
fbem-15409	15	30	west	west	NOUN
fbem-15409	15	31	.	.	PUNCT
fbem-15409	16	1	chongqing	chongqing	PROPN
fbem-15409	16	2	is	be	AUX
fbem-15409	16	3	located	locate	VERB
fbem-15409	16	4	in	in	ADP
fbem-15409	16	5	the	the	DET
fbem-15409	16	6	upper	upper	ADJ
fbem-15409	16	7	reaches	reach	NOUN
fbem-15409	16	8	of	of	ADP
fbem-15409	16	9	the	the	DET
fbem-15409	16	10	yangtze	yangtze	PROPN
fbem-15409	16	11	river	river	PROPN
fbem-15409	16	12	and	and	CCONJ
fbem-15409	16	13	the	the	DET
fbem-15409	16	14	central	central	ADJ
fbem-15409	16	15	and	and	CCONJ
fbem-15409	16	16	western	western	ADJ
fbem-15409	16	17	regions	region	NOUN
fbem-15409	16	18	,	,	PUNCT
fbem-15409	16	19	and	and	CCONJ
fbem-15409	16	20	it	it	PRON
fbem-15409	16	21	is	be	AUX
fbem-15409	16	22	one	one	NUM
fbem-15409	16	23	of	of	ADP
fbem-15409	16	24	the	the	DET
fbem-15409	16	25	few	few	ADJ
fbem-15409	16	26	large	large	ADJ
fbem-15409	16	27	cities	city	NOUN
fbem-15409	16	28	in	in	ADP
fbem-15409	16	29	the	the	DET
fbem-15409	16	30	southwest	southwest	NOUN
fbem-15409	16	31	that	that	PRON
fbem-15409	16	32	can	can	AUX
fbem-15409	16	33	use	use	VERB
fbem-15409	16	34	waterways	waterway	NOUN
fbem-15409	16	35	for	for	ADP
fbem-15409	16	36	transportation	transportation	NOUN
fbem-15409	16	37	.	.	PUNCT
fbem-15409	17	1	in	in	ADP
fbem-15409	17	2	addition	addition	NOUN
fbem-15409	17	3	,	,	PUNCT
fbem-15409	17	4	the	the	DET
fbem-15409	17	5	sichuan	sichuan	PROPN
fbem-15409	17	6	-	-	PUNCT
fbem-15409	17	7	chongqing	chongqe	VERB
fbem-15409	17	8	region	region	NOUN
fbem-15409	17	9	has	have	AUX
fbem-15409	17	10	initially	initially	ADV
fbem-15409	17	11	formed	form	VERB
fbem-15409	17	12	a	a	DET
fbem-15409	17	13	multi	multi	ADJ
fbem-15409	17	14	-	-	ADJ
fbem-15409	17	15	faceted	faceted	ADJ
fbem-15409	17	16	large	large	ADJ
fbem-15409	17	17	logistics	logistic	NOUN
fbem-15409	17	18	pattern	pattern	NOUN
fbem-15409	17	19	with	with	ADP
fbem-15409	17	20	roads	road	NOUN
fbem-15409	17	21	,	,	PUNCT
fbem-15409	17	22	railways	railway	NOUN
fbem-15409	17	23	,	,	PUNCT
fbem-15409	17	24	aviation	aviation	NOUN
fbem-15409	17	25	,	,	PUNCT
fbem-15409	17	26	water	water	NOUN
fbem-15409	17	27	transportation	transportation	NOUN
fbem-15409	17	28	,	,	PUNCT
fbem-15409	17	29	and	and	CCONJ
fbem-15409	17	30	pipeline	pipeline	NOUN
fbem-15409	17	31	transportation	transportation	NOUN
fbem-15409	17	32	interconnected	interconnect	VERB
fbem-15409	17	33	with	with	ADP
fbem-15409	17	34	each	each	DET
fbem-15409	17	35	other[1	other[1	NOUN
fbem-15409	17	36	]	]	PUNCT
fbem-15409	17	37	.	.	PUNCT
fbem-15409	18	1	however	however	ADV
fbem-15409	18	2	,	,	PUNCT
fbem-15409	18	3	the	the	DET
fbem-15409	18	4	outdated	outdated	ADJ
fbem-15409	18	5	,	,	PUNCT
fbem-15409	18	6	low	low	ADJ
fbem-15409	18	7	-	-	PUNCT
fbem-15409	18	8	modernization	modernization	NOUN
fbem-15409	18	9	and	and	CCONJ
fbem-15409	18	10	low	low	ADJ
fbem-15409	18	11	-	-	PUNCT
fbem-15409	18	12	specialization	specialization	NOUN
fbem-15409	18	13	of	of	ADP
fbem-15409	18	14	logistics	logistic	NOUN
fbem-15409	18	15	facilities	facility	NOUN
fbem-15409	18	16	in	in	ADP
fbem-15409	18	17	sichuan	sichuan	PROPN
fbem-15409	18	18	-	-	PUNCT
fbem-15409	18	19	chongqing	chongqe	VERB
fbem-15409	18	20	area	area	NOUN
fbem-15409	18	21	restrict	restrict	VERB
fbem-15409	18	22	the	the	DET
fbem-15409	18	23	development	development	NOUN
fbem-15409	18	24	of	of	ADP
fbem-15409	18	25	sichuan	sichuan	PROPN
fbem-15409	18	26	-	-	PUNCT
fbem-15409	18	27	chongqing	chongqing	ADJ
fbem-15409	18	28	logistics	logistic	NOUN
fbem-15409	18	29	industry	industry	NOUN
fbem-15409	18	30	.	.	PUNCT
fbem-15409	19	1	therefore	therefore	ADV
fbem-15409	19	2	,	,	PUNCT
fbem-15409	19	3	this	this	DET
fbem-15409	19	4	article	article	NOUN
fbem-15409	19	5	uses	use	VERB
fbem-15409	19	6	spss	spss	PROPN
fbem-15409	19	7	data	data	PROPN
fbem-15409	19	8	processing	processing	NOUN
fbem-15409	19	9	software	software	NOUN
fbem-15409	19	10	to	to	PART
fbem-15409	19	11	use	use	VERB
fbem-15409	19	12	multiple	multiple	ADJ
fbem-15409	19	13	linear	linear	ADJ
fbem-15409	19	14	regression	regression	NOUN
fbem-15409	19	15	analysis	analysis	NOUN
fbem-15409	19	16	,	,	PUNCT
fbem-15409	19	17	time	time	NOUN
fbem-15409	19	18	series	series	NOUN
fbem-15409	19	19	analysis	analysis	NOUN
fbem-15409	19	20	and	and	CCONJ
fbem-15409	19	21	other	other	ADJ
fbem-15409	19	22	analytical	analytical	ADJ
fbem-15409	19	23	methods	method	NOUN
fbem-15409	19	24	to	to	PART
fbem-15409	19	25	explore	explore	VERB
fbem-15409	19	26	the	the	DET
fbem-15409	19	27	total	total	ADJ
fbem-15409	19	28	freight	freight	NOUN
fbem-15409	19	29	volume	volume	NOUN
fbem-15409	19	30	and	and	CCONJ
fbem-15409	19	31	the	the	DET
fbem-15409	19	32	main	main	ADJ
fbem-15409	19	33	influencing	influence	VERB
fbem-15409	19	34	factors	factor	NOUN
fbem-15409	19	35	of	of	ADP
fbem-15409	19	36	the	the	DET
fbem-15409	19	37	freight	freight	NOUN
fbem-15409	19	38	volume	volume	NOUN
fbem-15409	19	39	in	in	ADP
fbem-15409	19	40	the	the	DET
fbem-15409	19	41	sichuan	sichuan	PROPN
fbem-15409	19	42	-	-	PUNCT
fbem-15409	19	43	chongqing	chongqe	VERB
fbem-15409	19	44	region	region	NOUN
fbem-15409	19	45	in	in	ADP
fbem-15409	19	46	the	the	DET
fbem-15409	19	47	past	past	ADJ
fbem-15409	19	48	15	15	NUM
fbem-15409	19	49	years	year	NOUN
fbem-15409	19	50	.	.	PUNCT
fbem-15409	20	1	a	a	DET
fbem-15409	20	2	reasonable	reasonable	ADJ
fbem-15409	20	3	forecast	forecast	NOUN
fbem-15409	20	4	of	of	ADP
fbem-15409	20	5	the	the	DET
fbem-15409	20	6	future	future	ADJ
fbem-15409	20	7	freight	freight	NOUN
fbem-15409	20	8	volume	volume	NOUN
fbem-15409	20	9	is	be	AUX
fbem-15409	20	10	made	make	VERB
fbem-15409	20	11	by	by	ADP
fbem-15409	20	12	establishing	establish	VERB
fbem-15409	20	13	a	a	DET
fbem-15409	20	14	time	time	NOUN
fbem-15409	20	15	series	series	PROPN
fbem-15409	20	16	model	model	PROPN
fbem-15409	20	17	.	.	PUNCT
fbem-15409	21	1	the	the	DET
fbem-15409	21	2	significance	significance	NOUN
fbem-15409	21	3	of	of	ADP
fbem-15409	21	4	the	the	DET
fbem-15409	21	5	research	research	NOUN
fbem-15409	21	6	is	be	AUX
fbem-15409	21	7	as	as	SCONJ
fbem-15409	21	8	follows	follow	VERB
fbem-15409	21	9	:	:	PUNCT
fbem-15409	21	10	1	1	X
fbem-15409	21	11	.	.	X
fbem-15409	21	12	effectively	effectively	ADV
fbem-15409	21	13	promote	promote	VERB
fbem-15409	21	14	regional	regional	ADJ
fbem-15409	21	15	economic	economic	ADJ
fbem-15409	21	16	integration	integration	NOUN
fbem-15409	21	17	.	.	PUNCT
fbem-15409	22	1	the	the	DET
fbem-15409	22	2	integration	integration	NOUN
fbem-15409	22	3	of	of	ADP
fbem-15409	22	4	regional	regional	ADJ
fbem-15409	22	5	economy	economy	NOUN
fbem-15409	22	6	can	can	AUX
fbem-15409	22	7	greatly	greatly	ADV
fbem-15409	22	8	improve	improve	VERB
fbem-15409	22	9	the	the	DET
fbem-15409	22	10	utilization	utilization	NOUN
fbem-15409	22	11	rate	rate	NOUN
fbem-15409	22	12	of	of	ADP
fbem-15409	22	13	production	production	NOUN
fbem-15409	22	14	resources	resource	NOUN
fbem-15409	22	15	and	and	CCONJ
fbem-15409	22	16	technology	technology	NOUN
fbem-15409	22	17	between	between	ADP
fbem-15409	22	18	regions	region	NOUN
fbem-15409	22	19	and	and	CCONJ
fbem-15409	22	20	even	even	ADV
fbem-15409	22	21	regions	region	NOUN
fbem-15409	22	22	.	.	PUNCT
fbem-15409	23	1	logistics	logistic	NOUN
fbem-15409	23	2	as	as	ADP
fbem-15409	23	3	the	the	DET
fbem-15409	23	4	basis	basis	NOUN
fbem-15409	23	5	and	and	CCONJ
fbem-15409	23	6	conditions	condition	NOUN
fbem-15409	23	7	for	for	ADP
fbem-15409	23	8	economic	economic	ADJ
fbem-15409	23	9	development	development	NOUN
fbem-15409	23	10	,	,	PUNCT
fbem-15409	23	11	the	the	DET
fbem-15409	23	12	main	main	ADJ
fbem-15409	23	13	factors	factor	NOUN
fbem-15409	23	14	in	in	ADP
fbem-15409	23	15	sichuan	sichuan	PROPN
fbem-15409	23	16	and	and	CCONJ
fbem-15409	23	17	chongqing	chongqe	VERB
fbem-15409	23	18	freight	freight	NOUN
fbem-15409	23	19	analysis	analysis	NOUN
fbem-15409	23	20	of	of	ADP
fbem-15409	23	21	the	the	DET
fbem-15409	23	22	regional	regional	ADJ
fbem-15409	23	23	economy	economy	NOUN
fbem-15409	23	24	and	and	CCONJ
fbem-15409	23	25	the	the	DET
fbem-15409	23	26	whole	whole	ADJ
fbem-15409	23	27	western	western	ADJ
fbem-15409	23	28	sichuan	sichuan	PROPN
fbem-15409	23	29	and	and	CCONJ
fbem-15409	23	30	chongqing	chongqing	PROPN
fbem-15409	23	31	have	have	VERB
fbem-15409	23	32	guiding	guide	VERB
fbem-15409	23	33	significance	significance	NOUN
fbem-15409	23	34	.	.	PUNCT
fbem-15409	24	1	2	2	X
fbem-15409	24	2	.	.	X
fbem-15409	24	3	provide	provide	VERB
fbem-15409	24	4	a	a	DET
fbem-15409	24	5	feasible	feasible	ADJ
fbem-15409	24	6	basis	basis	NOUN
fbem-15409	24	7	for	for	ADP
fbem-15409	24	8	logistics	logistics	NOUN
fbem-15409	24	9	planning	planning	NOUN
fbem-15409	24	10	and	and	CCONJ
fbem-15409	24	11	layout	layout	NOUN
fbem-15409	24	12	establishing	establish	VERB
fbem-15409	24	13	a	a	DET
fbem-15409	24	14	reasonable	reasonable	ADJ
fbem-15409	24	15	forecasting	forecasting	NOUN
fbem-15409	24	16	model	model	NOUN
fbem-15409	24	17	and	and	CCONJ
fbem-15409	24	18	quantitatively	quantitatively	ADV
fbem-15409	24	19	predicting	predict	VERB
fbem-15409	24	20	the	the	DET
fbem-15409	24	21	development	development	NOUN
fbem-15409	24	22	trend	trend	NOUN
fbem-15409	24	23	of	of	ADP
fbem-15409	24	24	freight	freight	NOUN
fbem-15409	24	25	volume	volume	NOUN
fbem-15409	24	26	is	be	AUX
fbem-15409	24	27	conducive	conducive	ADJ
fbem-15409	24	28	to	to	ADP
fbem-15409	24	29	the	the	DET
fbem-15409	24	30	rational	rational	ADJ
fbem-15409	24	31	planning	planning	NOUN
fbem-15409	24	32	and	and	CCONJ
fbem-15409	24	33	layout	layout	NOUN
fbem-15409	24	34	of	of	ADP
fbem-15409	24	35	logistics	logistic	NOUN
fbem-15409	24	36	resources	resource	NOUN
fbem-15409	24	37	and	and	CCONJ
fbem-15409	24	38	technology	technology	NOUN
fbem-15409	24	39	,	,	PUNCT
fbem-15409	24	40	and	and	CCONJ
fbem-15409	24	41	can	can	AUX
fbem-15409	24	42	also	also	ADV
fbem-15409	24	43	provide	provide	VERB
fbem-15409	24	44	reference	reference	NOUN
fbem-15409	24	45	value	value	NOUN
fbem-15409	24	46	for	for	ADP
fbem-15409	24	47	relevant	relevant	ADJ
fbem-15409	24	48	policy	policy	NOUN
fbem-15409	24	49	makers	maker	NOUN
fbem-15409	24	50	,	,	PUNCT
fbem-15409	24	51	which	which	PRON
fbem-15409	24	52	is	be	AUX
fbem-15409	24	53	conducive	conducive	ADJ
fbem-15409	24	54	to	to	ADP
fbem-15409	24	55	promoting	promote	VERB
fbem-15409	24	56	the	the	DET
fbem-15409	24	57	future	future	ADJ
fbem-15409	24	58	development	development	NOUN
fbem-15409	24	59	of	of	ADP
fbem-15409	24	60	my	my	PRON
fbem-15409	24	61	country	country	NOUN
fbem-15409	24	62	's	's	PART
fbem-15409	24	63	logistics	logistic	NOUN
fbem-15409	24	64	industry	industry	NOUN
fbem-15409	24	65	.	.	PUNCT
fbem-15409	25	1	2	2	X
fbem-15409	25	2	.	.	X
fbem-15409	25	3	regression	regression	NOUN
fbem-15409	25	4	model	model	NOUN
fbem-15409	25	5	test	test	NOUN
fbem-15409	25	6	regression	regression	PROPN
fbem-15409	25	7	analysis	analysis	NOUN
fbem-15409	25	8	method	method	NOUN
fbem-15409	25	9	refers	refer	VERB
fbem-15409	25	10	to	to	ADP
fbem-15409	25	11	the	the	DET
fbem-15409	25	12	use	use	NOUN
fbem-15409	25	13	of	of	ADP
fbem-15409	25	14	data	datum	NOUN
fbem-15409	25	15	statistics	statistic	NOUN
fbem-15409	25	16	principles	principle	NOUN
fbem-15409	25	17	to	to	PART
fbem-15409	25	18	mathematically	mathematically	ADV
fbem-15409	25	19	process	process	VERB
fbem-15409	25	20	a	a	DET
fbem-15409	25	21	large	large	ADJ
fbem-15409	25	22	number	number	NOUN
fbem-15409	25	23	of	of	ADP
fbem-15409	25	24	statistical	statistical	ADJ
fbem-15409	25	25	data	datum	NOUN
fbem-15409	25	26	,	,	PUNCT
fbem-15409	25	27	and	and	CCONJ
fbem-15409	25	28	determine	determine	VERB
fbem-15409	25	29	the	the	DET
fbem-15409	25	30	correlation	correlation	NOUN
fbem-15409	25	31	between	between	ADP
fbem-15409	25	32	dependent	dependent	ADJ
fbem-15409	25	33	variables	variable	NOUN
fbem-15409	25	34	and	and	CCONJ
fbem-15409	25	35	certain	certain	ADJ
fbem-15409	25	36	independent	independent	ADJ
fbem-15409	25	37	variables	variable	NOUN
fbem-15409	25	38	,	,	PUNCT
fbem-15409	25	39	and	and	CCONJ
fbem-15409	25	40	establish	establish	VERB
fbem-15409	25	41	a	a	DET
fbem-15409	25	42	regression	regression	NOUN
fbem-15409	25	43	equation	equation	NOUN
fbem-15409	25	44	with	with	ADP
fbem-15409	25	45	good	good	ADJ
fbem-15409	25	46	correlation	correlation	NOUN
fbem-15409	25	47	to	to	PART
fbem-15409	25	48	predict	predict	VERB
fbem-15409	25	49	future	future	ADJ
fbem-15409	25	50	changes	change	NOUN
fbem-15409	25	51	.	.	PUNCT
fbem-15409	26	1	in	in	ADP
fbem-15409	26	2	the	the	DET
fbem-15409	26	3	selection	selection	NOUN
fbem-15409	26	4	of	of	ADP
fbem-15409	26	5	the	the	DET
fbem-15409	26	6	important	important	ADJ
fbem-15409	26	7	factors	factor	NOUN
fbem-15409	26	8	affecting	affect	VERB
fbem-15409	26	9	the	the	DET
fbem-15409	26	10	freight	freight	NOUN
fbem-15409	26	11	volume	volume	NOUN
fbem-15409	26	12	in	in	ADP
fbem-15409	26	13	sichuan	sichuan	PROPN
fbem-15409	26	14	and	and	CCONJ
fbem-15409	26	15	chongqing	chongqing	PROPN
fbem-15409	26	16	,	,	PUNCT
fbem-15409	26	17	this	this	DET
fbem-15409	26	18	article	article	NOUN
fbem-15409	26	19	combines	combine	VERB
fbem-15409	26	20	the	the	DET
fbem-15409	26	21	research	research	NOUN
fbem-15409	26	22	results	result	NOUN
fbem-15409	26	23	of	of	ADP
fbem-15409	26	24	several	several	ADJ
fbem-15409	26	25	scholars	scholar	NOUN
fbem-15409	26	26	on	on	ADP
fbem-15409	26	27	the	the	DET
fbem-15409	26	28	most	most	ADV
fbem-15409	26	29	important	important	ADJ
fbem-15409	26	30	factors	factor	NOUN
fbem-15409	26	31	affecting	affect	VERB
fbem-15409	26	32	the	the	DET
fbem-15409	26	33	freight	freight	NOUN
fbem-15409	26	34	volume	volume	NOUN
fbem-15409	26	35	,	,	PUNCT
fbem-15409	26	36	and	and	CCONJ
fbem-15409	26	37	selects	select	VERB
fbem-15409	26	38	seven	seven	NUM
fbem-15409	26	39	indicators	indicator	NOUN
fbem-15409	26	40	after	after	ADP
fbem-15409	26	41	multiple	multiple	ADJ
fbem-15409	26	42	considerations[2	considerations[2	PROPN
fbem-15409	26	43	]	]	X
fbem-15409	26	44	.	.	PUNCT
fbem-15409	27	1	the	the	DET
fbem-15409	27	2	seven	seven	NUM
fbem-15409	27	3	indicators	indicator	NOUN
fbem-15409	27	4	are	be	AUX
fbem-15409	27	5	the	the	DET
fbem-15409	27	6	output	output	NOUN
fbem-15409	27	7	value	value	NOUN
fbem-15409	27	8	of	of	ADP
fbem-15409	27	9	the	the	DET
fbem-15409	27	10	primary	primary	ADJ
fbem-15409	27	11	,	,	PUNCT
fbem-15409	27	12	secondary	secondary	ADJ
fbem-15409	27	13	and	and	CCONJ
fbem-15409	27	14	tertiary	tertiary	ADJ
fbem-15409	27	15	industries	industry	NOUN
fbem-15409	27	16	,	,	PUNCT
fbem-15409	27	17	the	the	DET
fbem-15409	27	18	total	total	ADJ
fbem-15409	27	19	retail	retail	ADJ
fbem-15409	27	20	sales	sale	NOUN
fbem-15409	27	21	of	of	ADP
fbem-15409	27	22	consumer	consumer	NOUN
fbem-15409	27	23	goods	good	NOUN
fbem-15409	27	24	,	,	PUNCT
fbem-15409	27	25	the	the	DET
fbem-15409	27	26	length	length	NOUN
fbem-15409	27	27	of	of	ADP
fbem-15409	27	28	transportation	transportation	NOUN
fbem-15409	27	29	routes	route	NOUN
fbem-15409	27	30	,	,	PUNCT
fbem-15409	27	31	the	the	DET
fbem-15409	27	32	total	total	ADJ
fbem-15409	27	33	import	import	NOUN
fbem-15409	27	34	and	and	CCONJ
fbem-15409	27	35	export	export	NOUN
fbem-15409	27	36	of	of	ADP
fbem-15409	27	37	goods	good	NOUN
fbem-15409	27	38	and	and	CCONJ
fbem-15409	27	39	gdp	gdp	NOUN
fbem-15409	27	40	.	.	PUNCT
fbem-15409	28	1	in	in	ADP
fbem-15409	28	2	order	order	NOUN
fbem-15409	28	3	to	to	PART
fbem-15409	28	4	further	far	ADV
fbem-15409	28	5	explore	explore	VERB
fbem-15409	28	6	the	the	DET
fbem-15409	28	7	degree	degree	NOUN
fbem-15409	28	8	of	of	ADP
fbem-15409	28	9	each	each	DET
fbem-15409	28	10	impact	impact	NOUN
fbem-15409	28	11	on	on	ADP
fbem-15409	28	12	the	the	DET
fbem-15409	28	13	freight	freight	NOUN
fbem-15409	28	14	volume	volume	NOUN
fbem-15409	28	15	,	,	PUNCT
fbem-15409	28	16	the	the	DET
fbem-15409	28	17	spss25.0	spss25.0	PROPN
fbem-15409	28	18	data	datum	NOUN
fbem-15409	28	19	statistical	statistical	ADJ
fbem-15409	28	20	179	179	NUM
fbem-15409	28	21	analysis	analysis	NOUN
fbem-15409	28	22	software	software	NOUN
fbem-15409	28	23	is	be	AUX
fbem-15409	28	24	used	use	VERB
fbem-15409	28	25	to	to	PART
fbem-15409	28	26	analyze	analyze	VERB
fbem-15409	28	27	the	the	DET
fbem-15409	28	28	correlation	correlation	NOUN
fbem-15409	28	29	of	of	ADP
fbem-15409	28	30	the	the	DET
fbem-15409	28	31	above	above	ADV
fbem-15409	28	32	-	-	PUNCT
fbem-15409	28	33	mentioned	mention	VERB
fbem-15409	28	34	variable	variable	ADJ
fbem-15409	28	35	data	datum	NOUN
fbem-15409	28	36	after	after	ADP
fbem-15409	28	37	the	the	DET
fbem-15409	28	38	pretreatment	pretreatment	NOUN
fbem-15409	28	39	.	.	PUNCT
fbem-15409	29	1	the	the	DET
fbem-15409	29	2	above	above	ADJ
fbem-15409	29	3	variables	variable	NOUN
fbem-15409	29	4	are	be	AUX
fbem-15409	29	5	defined	define	VERB
fbem-15409	29	6	as	as	ADP
fbem-15409	29	7	1	1	NUM
fbem-15409	29	8	7	7	NUM
fbem-15409	29	9	...	...	PUNCT
fbem-15409	29	10	x	x	SYM
fbem-15409	30	1	x	x	X
fbem-15409	30	2	and	and	CCONJ
fbem-15409	30	3	the	the	DET
fbem-15409	30	4	freight	freight	NOUN
fbem-15409	30	5	volume	volume	NOUN
fbem-15409	30	6	is	be	AUX
fbem-15409	30	7	defined	define	VERB
fbem-15409	30	8	as	as	ADP
fbem-15409	30	9	y	y	PROPN
fbem-15409	30	10	.	.	PUNCT
fbem-15409	31	1	obtain	obtain	VERB
fbem-15409	31	2	the	the	DET
fbem-15409	31	3	correlation	correlation	NOUN
fbem-15409	31	4	coefficient	coefficient	NOUN
fbem-15409	31	5	table	table	NOUN
fbem-15409	31	6	between	between	ADP
fbem-15409	31	7	the	the	DET
fbem-15409	31	8	variables	variable	NOUN
fbem-15409	31	9	,	,	PUNCT
fbem-15409	31	10	as	as	SCONJ
fbem-15409	31	11	shown	show	VERB
fbem-15409	31	12	in	in	ADP
fbem-15409	31	13	table	table	NOUN
fbem-15409	31	14	1	1	NUM
fbem-15409	31	15	.	.	PUNCT
fbem-15409	31	16	table	table	NOUN
fbem-15409	31	17	1	1	NUM
fbem-15409	31	18	.	.	PUNCT
fbem-15409	32	1	correlation	correlation	NOUN
fbem-15409	32	2	coefficient	coefficient	NOUN
fbem-15409	32	3	table	table	NOUN
fbem-15409	32	4	y	y	PROPN
fbem-15409	32	5	1x	1x	NUM
fbem-15409	32	6	2x	2x	NUM
fbem-15409	32	7	3x	3x	NUM
fbem-15409	32	8	4x	4x	NOUN
fbem-15409	32	9	5x	5x	NUM
fbem-15409	32	10	6x	6x	NOUN
fbem-15409	32	11	7x	7x	NUM
fbem-15409	32	12	y	y	NOUN
fbem-15409	32	13	1	1	NUM
fbem-15409	32	14	0.923	0.923	NUM
fbem-15409	32	15	0.947	0.947	NUM
fbem-15409	32	16	0.864	0.864	NUM
fbem-15409	32	17	0.874	0.874	NUM
fbem-15409	32	18	0.941	0.941	NUM
fbem-15409	32	19	0.507	0.507	NUM
fbem-15409	32	20	0.914	0.914	NUM
fbem-15409	32	21	1x	1x	NUM
fbem-15409	32	22	0.923	0.923	NUM
fbem-15409	32	23	1	1	NUM
fbem-15409	32	24	0.994	0.994	NUM
fbem-15409	32	25	0.984	0.984	NUM
fbem-15409	32	26	0.991	0.991	NUM
fbem-15409	32	27	0.928	0.928	NUM
fbem-15409	32	28	0.699	0.699	NUM
fbem-15409	32	29	0.994	0.994	NUM
fbem-15409	32	30	2x	2x	NUM
fbem-15409	32	31	0.947	0.947	NUM
fbem-15409	32	32	0.994	0.994	NUM
fbem-15409	32	33	1	1	NUM
fbem-15409	32	34	0.965	0.965	NUM
fbem-15409	32	35	0.978	0.978	NUM
fbem-15409	32	36	0.939	0.939	NUM
fbem-15409	32	37	0.671	0.671	NUM
fbem-15409	32	38	0.992	0.992	NUM
fbem-15409	32	39	3x	3x	NUM
fbem-15409	32	40	0.864	0.864	NUM
fbem-15409	32	41	0.984	0.984	NUM
fbem-15409	32	42	0.965	0.965	NUM
fbem-15409	32	43	1	1	NUM
fbem-15409	32	44	0.996	0.996	NUM
fbem-15409	32	45	0.875	0.875	NUM
fbem-15409	32	46	0.745	0.745	NUM
fbem-15409	32	47	0.982	0.982	NUM
fbem-15409	32	48	4x	4x	NOUN
fbem-15409	32	49	0.874	0.874	NUM
fbem-15409	32	50	0.991	0.991	NUM
fbem-15409	32	51	0.978	0.978	NUM
fbem-15409	32	52	0.996	0.996	NUM
fbem-15409	32	53	1	1	NUM
fbem-15409	32	54	0.895	0.895	NUM
fbem-15409	32	55	0.749	0.749	NUM
fbem-15409	32	56	0.991	0.991	NUM
fbem-15409	32	57	5x	5x	NOUN
fbem-15409	32	58	0.941	0.941	NUM
fbem-15409	32	59	0.928	0.928	NUM
fbem-15409	32	60	0.939	0.939	NUM
fbem-15409	32	61	0.875	0.875	NUM
fbem-15409	32	62	0.895	0.895	NUM
fbem-15409	32	63	1	1	NUM
fbem-15409	32	64	0.568	0.568	NUM
fbem-15409	32	65	0.925	0.925	NUM
fbem-15409	32	66	6x	6x	NUM
fbem-15409	32	67	0.507	0.507	NUM
fbem-15409	32	68	0.699	0.699	NUM
fbem-15409	32	69	0.671	0.671	NUM
fbem-15409	32	70	0.745	0.745	NUM
fbem-15409	32	71	0.749	0.749	NUM
fbem-15409	32	72	0.568	0.568	NUM
fbem-15409	32	73	1	1	NUM
fbem-15409	32	74	0.676	0.676	NUM
fbem-15409	32	75	7x	7x	NUM
fbem-15409	32	76	0.914	0.914	NUM
fbem-15409	32	77	0.994	0.994	NUM
fbem-15409	32	78	0.992	0.992	NUM
fbem-15409	32	79	0.982	0.982	NUM
fbem-15409	32	80	0.991	0.991	NUM
fbem-15409	32	81	0.925	0.925	NUM
fbem-15409	32	82	0.676	0.676	NUM
fbem-15409	32	83	1	1	NUM
fbem-15409	33	1	it	it	PRON
fbem-15409	33	2	can	can	AUX
fbem-15409	33	3	be	be	AUX
fbem-15409	33	4	found	find	VERB
fbem-15409	33	5	from	from	ADP
fbem-15409	33	6	table	table	NOUN
fbem-15409	33	7	1	1	NUM
fbem-15409	33	8	that	that	PRON
fbem-15409	33	9	,	,	PUNCT
fbem-15409	33	10	except	except	SCONJ
fbem-15409	33	11	for	for	ADP
fbem-15409	33	12	the	the	DET
fbem-15409	33	13	correlation	correlation	NOUN
fbem-15409	33	14	coefficient	coefficient	NOUN
fbem-15409	33	15	of	of	ADP
fbem-15409	33	16	total	total	ADJ
fbem-15409	33	17	import	import	NOUN
fbem-15409	33	18	and	and	CCONJ
fbem-15409	33	19	export	export	NOUN
fbem-15409	33	20	of	of	ADP
fbem-15409	33	21	goods	good	NOUN
fbem-15409	33	22	,	,	PUNCT
fbem-15409	33	23	the	the	DET
fbem-15409	33	24	correlations	correlation	NOUN
fbem-15409	33	25	of	of	ADP
fbem-15409	33	26	other	other	ADJ
fbem-15409	33	27	variables	variable	NOUN
fbem-15409	33	28	are	be	AUX
fbem-15409	33	29	close	close	ADJ
fbem-15409	33	30	to	to	ADP
fbem-15409	33	31	1	1	NUM
fbem-15409	33	32	.	.	PUNCT
fbem-15409	34	1	this	this	PRON
fbem-15409	34	2	is	be	AUX
fbem-15409	34	3	related	relate	VERB
fbem-15409	34	4	to	to	ADP
fbem-15409	34	5	the	the	DET
fbem-15409	34	6	geographical	geographical	ADJ
fbem-15409	34	7	characteristics	characteristic	NOUN
fbem-15409	34	8	of	of	ADP
fbem-15409	34	9	the	the	DET
fbem-15409	34	10	sichuan	sichuan	PROPN
fbem-15409	34	11	-	-	PUNCT
fbem-15409	34	12	chongqing	chongqe	VERB
fbem-15409	34	13	region	region	NOUN
fbem-15409	34	14	.	.	PUNCT
fbem-15409	35	1	because	because	SCONJ
fbem-15409	35	2	it	it	PRON
fbem-15409	35	3	is	be	AUX
fbem-15409	35	4	located	locate	VERB
fbem-15409	35	5	inland	inland	ADV
fbem-15409	35	6	,	,	PUNCT
fbem-15409	35	7	there	there	PRON
fbem-15409	35	8	is	be	VERB
fbem-15409	35	9	no	no	DET
fbem-15409	35	10	large	large	ADJ
fbem-15409	35	11	seaport	seaport	NOUN
fbem-15409	35	12	,	,	PUNCT
fbem-15409	35	13	and	and	CCONJ
fbem-15409	35	14	the	the	DET
fbem-15409	35	15	cost	cost	NOUN
fbem-15409	35	16	of	of	ADP
fbem-15409	35	17	import	import	NOUN
fbem-15409	35	18	and	and	CCONJ
fbem-15409	35	19	export	export	NOUN
fbem-15409	35	20	of	of	ADP
fbem-15409	35	21	goods	good	NOUN
fbem-15409	35	22	is	be	AUX
fbem-15409	35	23	high	high	ADJ
fbem-15409	35	24	,	,	PUNCT
fbem-15409	35	25	the	the	DET
fbem-15409	35	26	correlation	correlation	NOUN
fbem-15409	35	27	with	with	ADP
fbem-15409	35	28	freight	freight	NOUN
fbem-15409	35	29	volume	volume	NOUN
fbem-15409	35	30	is	be	AUX
fbem-15409	35	31	not	not	PART
fbem-15409	35	32	as	as	ADV
fbem-15409	35	33	obvious	obvious	ADJ
fbem-15409	35	34	as	as	ADP
fbem-15409	35	35	other	other	ADJ
fbem-15409	35	36	variables	variable	NOUN
fbem-15409	35	37	,	,	PUNCT
fbem-15409	35	38	but	but	CCONJ
fbem-15409	35	39	there	there	PRON
fbem-15409	35	40	is	be	VERB
fbem-15409	35	41	still	still	ADV
fbem-15409	35	42	a	a	DET
fbem-15409	35	43	moderate	moderate	ADJ
fbem-15409	35	44	correlation	correlation	NOUN
fbem-15409	35	45	.	.	PUNCT
fbem-15409	36	1	on	on	ADP
fbem-15409	36	2	the	the	DET
fbem-15409	36	3	other	other	ADJ
fbem-15409	36	4	hand	hand	NOUN
fbem-15409	36	5	,	,	PUNCT
fbem-15409	36	6	it	it	PRON
fbem-15409	36	7	is	be	AUX
fbem-15409	36	8	easy	easy	ADJ
fbem-15409	36	9	to	to	PART
fbem-15409	36	10	find	find	VERB
fbem-15409	36	11	that	that	SCONJ
fbem-15409	36	12	the	the	DET
fbem-15409	36	13	correlation	correlation	NOUN
fbem-15409	36	14	coefficient	coefficient	NOUN
fbem-15409	36	15	between	between	ADP
fbem-15409	36	16	the	the	DET
fbem-15409	36	17	independent	independent	ADJ
fbem-15409	36	18	variables	variable	NOUN
fbem-15409	36	19	is	be	AUX
fbem-15409	36	20	relatively	relatively	ADV
fbem-15409	36	21	high	high	ADJ
fbem-15409	36	22	overall	overall	ADV
fbem-15409	36	23	through	through	ADP
fbem-15409	36	24	the	the	DET
fbem-15409	36	25	correlation	correlation	NOUN
fbem-15409	36	26	coefficient	coefficient	NOUN
fbem-15409	36	27	table	table	NOUN
fbem-15409	36	28	.	.	PUNCT
fbem-15409	37	1	it	it	PRON
fbem-15409	37	2	shows	show	VERB
fbem-15409	37	3	that	that	SCONJ
fbem-15409	37	4	there	there	PRON
fbem-15409	37	5	is	be	VERB
fbem-15409	37	6	multicollinearity	multicollinearity	NOUN
fbem-15409	37	7	among	among	ADP
fbem-15409	37	8	various	various	ADJ
fbem-15409	37	9	variables	variable	NOUN
fbem-15409	37	10	.	.	PUNCT
fbem-15409	38	1	the	the	DET
fbem-15409	38	2	significance	significance	NOUN
fbem-15409	38	3	test	test	NOUN
fbem-15409	38	4	of	of	ADP
fbem-15409	38	5	the	the	DET
fbem-15409	38	6	regression	regression	NOUN
fbem-15409	38	7	equation	equation	NOUN
fbem-15409	38	8	is	be	AUX
fbem-15409	38	9	performed	perform	VERB
fbem-15409	38	10	to	to	PART
fbem-15409	38	11	determine	determine	VERB
fbem-15409	38	12	whether	whether	SCONJ
fbem-15409	38	13	it	it	PRON
fbem-15409	38	14	is	be	AUX
fbem-15409	38	15	appropriate	appropriate	ADJ
fbem-15409	38	16	to	to	PART
fbem-15409	38	17	describe	describe	VERB
fbem-15409	38	18	the	the	DET
fbem-15409	38	19	relationship	relationship	NOUN
fbem-15409	38	20	between	between	ADP
fbem-15409	38	21	the	the	DET
fbem-15409	38	22	respective	respective	ADJ
fbem-15409	38	23	variables	variable	NOUN
fbem-15409	38	24	and	and	CCONJ
fbem-15409	38	25	the	the	DET
fbem-15409	38	26	freight	freight	NOUN
fbem-15409	38	27	volume	volume	NOUN
fbem-15409	38	28	with	with	ADP
fbem-15409	38	29	a	a	DET
fbem-15409	38	30	linear	linear	NOUN
fbem-15409	38	31	model[3	model[3	PROPN
fbem-15409	38	32	]	]	PUNCT
fbem-15409	38	33	.	.	PUNCT
fbem-15409	39	1	perform	perform	VERB
fbem-15409	39	2	f	f	PROPN
fbem-15409	39	3	tests	test	NOUN
fbem-15409	39	4	on	on	ADP
fbem-15409	39	5	the	the	DET
fbem-15409	39	6	data	datum	NOUN
fbem-15409	39	7	:	:	PUNCT
fbem-15409	39	8	table	table	NOUN
fbem-15409	39	9	2	2	NUM
fbem-15409	39	10	.	.	PUNCT
fbem-15409	39	11	model	model	NOUN
fbem-15409	39	12	summary	summary	NOUN
fbem-15409	39	13	r	r	NOUN
fbem-15409	39	14	r	r	NOUN
fbem-15409	39	15	squared	square	VERB
fbem-15409	39	16	adjusted	adjust	VERB
fbem-15409	39	17	r	r	NOUN
fbem-15409	39	18	squared	square	VERB
fbem-15409	39	19	standard	standard	ADJ
fbem-15409	39	20	estimation	estimation	NOUN
fbem-15409	39	21	error	error	NOUN
fbem-15409	39	22	.993a	.993a	PROPN
fbem-15409	39	23	.986	.986	NUM
fbem-15409	39	24	.972	.972	NUM
fbem-15409	40	1	11081.403	11081.403	NUM
fbem-15409	40	2	from	from	ADP
fbem-15409	40	3	table	table	NOUN
fbem-15409	40	4	2	2	NUM
fbem-15409	40	5	,	,	PUNCT
fbem-15409	40	6	it	it	PRON
fbem-15409	40	7	can	can	AUX
fbem-15409	40	8	be	be	AUX
fbem-15409	40	9	seen	see	VERB
fbem-15409	40	10	that	that	SCONJ
fbem-15409	41	1	0.993r	0.993r	PROPN
fbem-15409	42	1			NOUN
fbem-15409	42	2	，	，	ADJ
fbem-15409	42	3	2	2	NUM
fbem-15409	42	4	0.986r	0.986r	NOUN
fbem-15409	42	5			NUM
fbem-15409	42	6	,	,	PUNCT
fbem-15409	42	7	indicating	indicate	VERB
fbem-15409	42	8	that	that	SCONJ
fbem-15409	42	9	the	the	DET
fbem-15409	42	10	goodness	goodness	NOUN
fbem-15409	42	11	of	of	ADP
fbem-15409	42	12	fit	fit	NOUN
fbem-15409	42	13	of	of	ADP
fbem-15409	42	14	the	the	DET
fbem-15409	42	15	model	model	NOUN
fbem-15409	42	16	is	be	AUX
fbem-15409	42	17	high	high	ADJ
fbem-15409	42	18	,	,	PUNCT
fbem-15409	42	19	and	and	CCONJ
fbem-15409	42	20	there	there	PRON
fbem-15409	42	21	is	be	VERB
fbem-15409	42	22	a	a	DET
fbem-15409	42	23	strong	strong	ADJ
fbem-15409	42	24	linear	linear	ADJ
fbem-15409	42	25	correlation	correlation	NOUN
fbem-15409	42	26	between	between	ADP
fbem-15409	42	27	the	the	DET
fbem-15409	42	28	explanatory	explanatory	ADJ
fbem-15409	42	29	variables	variable	NOUN
fbem-15409	42	30	and	and	CCONJ
fbem-15409	42	31	the	the	DET
fbem-15409	42	32	explained	explain	VERB
fbem-15409	42	33	variables	variable	NOUN
fbem-15409	42	34	.	.	PUNCT
fbem-15409	43	1	checking	check	VERB
fbem-15409	43	2	the	the	DET
fbem-15409	43	3	goodness	goodness	NOUN
fbem-15409	43	4	of	of	ADP
fbem-15409	43	5	fit	fit	NOUN
fbem-15409	43	6	of	of	ADP
fbem-15409	43	7	the	the	DET
fbem-15409	43	8	regression	regression	NOUN
fbem-15409	43	9	equation	equation	NOUN
fbem-15409	43	10	shows	show	VERB
fbem-15409	43	11	that	that	SCONJ
fbem-15409	43	12	when	when	SCONJ
fbem-15409	43	13	1	1	NUM
fbem-15409	43	14	,	,	PUNCT
fbem-15409	43	15	the	the	DET
fbem-15409	43	16	degree	degree	NOUN
fbem-15409	43	17	of	of	ADP
fbem-15409	43	18	freedom	freedom	NOUN
fbem-15409	43	19	of	of	ADP
fbem-15409	43	20	the	the	DET
fbem-15409	43	21	molecule	molecule	NOUN
fbem-15409	43	22	is	be	AUX
fbem-15409	43	23	7	7	NUM
fbem-15409	43	24	.	.	PUNCT
fbem-15409	43	25	query	query	VERB
fbem-15409	43	26	the	the	DET
fbem-15409	43	27	f	f	PROPN
fbem-15409	43	28	distribution	distribution	NOUN
fbem-15409	43	29	table	table	NOUN
fbem-15409	43	30	to	to	PART
fbem-15409	43	31	get	get	VERB
fbem-15409	43	32			NOUN
fbem-15409	43	33	0.05	0.05	NOUN
fbem-15409	43	34	7	7	NUM
fbem-15409	43	35	7	7	NUM
fbem-15409	43	36	=	=	SYM
fbem-15409	43	37	3.787<70.887f	3.787<70.887f	NUM
fbem-15409	43	38	，	，	ADJ
fbem-15409	43	39	,	,	PUNCT
fbem-15409	43	40	so	so	CCONJ
fbem-15409	43	41	the	the	DET
fbem-15409	43	42	0h	0h	PROPN
fbem-15409	43	43	hypothesis	hypothesis	NOUN
fbem-15409	43	44	is	be	AUX
fbem-15409	43	45	rejected	reject	VERB
fbem-15409	43	46	,	,	PUNCT
fbem-15409	43	47	indicating	indicate	VERB
fbem-15409	43	48	that	that	SCONJ
fbem-15409	43	49	the	the	DET
fbem-15409	43	50	model	model	NOUN
fbem-15409	43	51	is	be	AUX
fbem-15409	43	52	very	very	ADV
fbem-15409	43	53	significant	significant	ADJ
fbem-15409	43	54	.	.	PUNCT
fbem-15409	44	1	through	through	ADP
fbem-15409	44	2	t	t	NOUN
fbem-15409	44	3	tests	test	NOUN
fbem-15409	44	4	to	to	PART
fbem-15409	44	5	analyze	analyze	VERB
fbem-15409	44	6	the	the	DET
fbem-15409	44	7	regression	regression	NOUN
fbem-15409	44	8	coefficient	coefficient	NOUN
fbem-15409	44	9	of	of	ADP
fbem-15409	44	10	the	the	DET
fbem-15409	44	11	model	model	NOUN
fbem-15409	44	12	,	,	PUNCT
fbem-15409	44	13	the	the	DET
fbem-15409	44	14	regression	regression	NOUN
fbem-15409	44	15	equation	equation	NOUN
fbem-15409	44	16	is	be	AUX
fbem-15409	44	17	obtained	obtain	VERB
fbem-15409	44	18	:	:	PUNCT
fbem-15409	44	19	1	1	NUM
fbem-15409	44	20	2	2	NUM
fbem-15409	44	21	3	3	NUM
fbem-15409	44	22	4	4	NUM
fbem-15409	44	23	5	5	NUM
fbem-15409	44	24	6	6	NUM
fbem-15409	44	25	70.253	70.253	NUM
fbem-15409	44	26	2.138	2.138	NUM
fbem-15409	44	27	1.992	1.992	NUM
fbem-15409	44	28	3.315	3.315	NUM
fbem-15409	44	29	0.319	0.319	NUM
fbem-15409	44	30	0.024	0.024	NUM
fbem-15409	44	31	0.063y	0.063y	ADJ
fbem-15409	44	32	x	x	PUNCT
fbem-15409	44	33	x	x	PUNCT
fbem-15409	44	34	x	x	PUNCT
fbem-15409	44	35	x	x	PUNCT
fbem-15409	44	36	x	x	SYM
fbem-15409	44	37	x	x	X
fbem-15409	44	38	x	x	PROPN
fbem-15409	44	39			PROPN
fbem-15409	44	40			ADV
fbem-15409	44	41			PUNCT
fbem-15409	44	42			PROPN
fbem-15409	44	43			ADV
fbem-15409	44	44			CCONJ
fbem-15409	44	45			X
fbem-15409	44	46	(	(	PUNCT
fbem-15409	44	47	1	1	X
fbem-15409	44	48	)	)	PUNCT
fbem-15409	44	49	carry	carry	VERB
fbem-15409	44	50	out	out	ADP
fbem-15409	44	51	t	t	NOUN
fbem-15409	44	52	test	test	NOUN
fbem-15409	44	53	on	on	ADP
fbem-15409	44	54	the	the	DET
fbem-15409	44	55	coefficient	coefficient	NOUN
fbem-15409	44	56	value	value	NOUN
fbem-15409	44	57	in	in	ADP
fbem-15409	44	58	this	this	DET
fbem-15409	44	59	model	model	NOUN
fbem-15409	44	60	,	,	PUNCT
fbem-15409	44	61	make	make	VERB
fbem-15409	44	62	its	its	PRON
fbem-15409	44	63	significance	significance	NOUN
fbem-15409	44	64	level	level	NOUN
fbem-15409	44	65	0.05	0.05	NUM
fbem-15409	44	66			NOUN
fbem-15409	44	67	,	,	PUNCT
fbem-15409	44	68	and	and	CCONJ
fbem-15409	44	69	according	accord	VERB
fbem-15409	44	70	to	to	ADP
fbem-15409	44	71	the	the	DET
fbem-15409	44	72	degree	degree	NOUN
fbem-15409	44	73	of	of	ADP
fbem-15409	44	74	freedom	freedom	NOUN
fbem-15409	44	75	of	of	ADP
fbem-15409	44	76	7	7	NUM
fbem-15409	44	77	,	,	PUNCT
fbem-15409	44	78	check	check	VERB
fbem-15409	44	79	the	the	DET
fbem-15409	44	80	t	t	NOUN
fbem-15409	44	81	distribution	distribution	NOUN
fbem-15409	44	82	table	table	NOUN
fbem-15409	44	83	to	to	PART
fbem-15409	44	84	get	get	VERB
fbem-15409	44	85	that	that	PRON
fbem-15409	44	86	2	2	NUM
fbem-15409	44	87	0.025	0.025	NUM
fbem-15409	44	88	2.365	2.365	NUM
fbem-15409	44	89	t	t	NOUN
fbem-15409	44	90	t	t	NOUN
fbem-15409	45	1			NOUN
fbem-15409	45	2			PROPN
fbem-15409	45	3	.	.	PUNCT
fbem-15409	46	1	the	the	DET
fbem-15409	46	2	t	t	NOUN
fbem-15409	46	3	-	-	PUNCT
fbem-15409	46	4	test	test	NOUN
fbem-15409	46	5	values	value	NOUN
fbem-15409	46	6	of	of	ADP
fbem-15409	46	7	the	the	DET
fbem-15409	46	8	regression	regression	NOUN
fbem-15409	46	9	coefficients	coefficient	NOUN
fbem-15409	46	10	of	of	ADP
fbem-15409	46	11	all	all	DET
fbem-15409	46	12	variables	variable	NOUN
fbem-15409	46	13	are	be	AUX
fbem-15409	46	14	less	less	ADJ
fbem-15409	46	15	than	than	ADP
fbem-15409	46	16	2.365	2.365	NUM
fbem-15409	46	17	,	,	PUNCT
fbem-15409	46	18	indicating	indicate	VERB
fbem-15409	46	19	that	that	SCONJ
fbem-15409	46	20	all	all	DET
fbem-15409	46	21	variables	variable	NOUN
fbem-15409	46	22	have	have	AUX
fbem-15409	46	23	not	not	PART
fbem-15409	46	24	passed	pass	VERB
fbem-15409	46	25	the	the	DET
fbem-15409	46	26	test	test	NOUN
fbem-15409	46	27	.	.	PUNCT
fbem-15409	47	1	figure	figure	NOUN
fbem-15409	47	2	1	1	NUM
fbem-15409	47	3	.	.	PUNCT
fbem-15409	47	4	residual	residual	ADJ
fbem-15409	47	5	error	error	NOUN
fbem-15409	47	6	graph	graph	NOUN
fbem-15409	47	7	180	180	NUM
fbem-15409	47	8	from	from	ADP
fbem-15409	47	9	figure	figure	NOUN
fbem-15409	47	10	1	1	NUM
fbem-15409	47	11	,	,	PUNCT
fbem-15409	47	12	it	it	PRON
fbem-15409	47	13	can	can	AUX
fbem-15409	47	14	be	be	AUX
fbem-15409	47	15	clearly	clearly	ADV
fbem-15409	47	16	seen	see	VERB
fbem-15409	47	17	that	that	SCONJ
fbem-15409	47	18	the	the	DET
fbem-15409	47	19	variance	variance	NOUN
fbem-15409	47	20	of	of	ADP
fbem-15409	47	21	the	the	DET
fbem-15409	47	22	residuals	residual	NOUN
fbem-15409	47	23	decreases	decrease	VERB
fbem-15409	47	24	with	with	ADP
fbem-15409	47	25	the	the	DET
fbem-15409	47	26	increase	increase	NOUN
fbem-15409	47	27	of	of	ADP
fbem-15409	47	28	the	the	DET
fbem-15409	47	29	explanatory	explanatory	ADJ
fbem-15409	47	30	variables	variable	NOUN
fbem-15409	47	31	,	,	PUNCT
fbem-15409	47	32	and	and	CCONJ
fbem-15409	47	33	the	the	DET
fbem-15409	47	34	overall	overall	ADJ
fbem-15409	47	35	appearance	appearance	NOUN
fbem-15409	47	36	is	be	AUX
fbem-15409	47	37	a	a	DET
fbem-15409	47	38	clear	clear	ADJ
fbem-15409	47	39	bell	bell	NOUN
fbem-15409	47	40	mouth	mouth	NOUN
fbem-15409	47	41	.	.	PUNCT
fbem-15409	48	1	so	so	ADV
fbem-15409	48	2	we	we	PRON
fbem-15409	48	3	can	can	AUX
fbem-15409	48	4	determine	determine	VERB
fbem-15409	48	5	that	that	SCONJ
fbem-15409	48	6	the	the	DET
fbem-15409	48	7	regression	regression	NOUN
fbem-15409	48	8	model	model	NOUN
fbem-15409	48	9	has	have	VERB
fbem-15409	48	10	heteroscedasticity	heteroscedasticity	NOUN
fbem-15409	48	11	.	.	PUNCT
fbem-15409	49	1	by	by	ADP
fbem-15409	49	2	judging	judge	VERB
fbem-15409	49	3	the	the	DET
fbem-15409	49	4	value	value	NOUN
fbem-15409	49	5	of	of	ADP
fbem-15409	49	6	the	the	DET
fbem-15409	49	7	variance	variance	NOUN
fbem-15409	49	8	expansion	expansion	NOUN
fbem-15409	49	9	factor	factor	NOUN
fbem-15409	49	10	to	to	PART
fbem-15409	49	11	determine	determine	VERB
fbem-15409	49	12	whether	whether	SCONJ
fbem-15409	49	13	the	the	DET
fbem-15409	49	14	model	model	NOUN
fbem-15409	49	15	has	have	VERB
fbem-15409	49	16	collinearity	collinearity	NOUN
fbem-15409	49	17	.	.	PUNCT
fbem-15409	50	1	get	get	VERB
fbem-15409	50	2	table	table	NOUN
fbem-15409	50	3	3	3	NUM
fbem-15409	50	4	:	:	PUNCT
fbem-15409	50	5	table	table	NOUN
fbem-15409	50	6	3	3	NUM
fbem-15409	50	7	.	.	X
fbem-15409	50	8	collinearity	collinearity	NOUN
fbem-15409	50	9	diagnosis	diagnosis	NOUN
fbem-15409	50	10	table	table	NOUN
fbem-15409	50	11	collinearity	collinearity	NOUN
fbem-15409	50	12	statistics	statistic	NOUN
fbem-15409	50	13	tolerance	tolerance	NOUN
fbem-15409	50	14	vif	vif	X
fbem-15409	50	15	1x	1x	NUM
fbem-15409	50	16	.002	.002	NUM
fbem-15409	50	17	514.417	514.417	NUM
fbem-15409	50	18	2x	2x	NUM
fbem-15409	50	19	.003	.003	NUM
fbem-15409	50	20	338.588	338.588	NUM
fbem-15409	50	21	3x	3x	NUM
fbem-15409	50	22	.005	.005	NUM
fbem-15409	50	23	217.466	217.466	NUM
fbem-15409	50	24	4x	4x	NOUN
fbem-15409	50	25	.001	.001	NUM
fbem-15409	50	26	1064.714	1064.714	NUM
fbem-15409	50	27	5x	5x	NOUN
fbem-15409	50	28	.076	.076	NUM
fbem-15409	50	29	13.192	13.192	NUM
fbem-15409	50	30	6x	6x	NUM
fbem-15409	50	31	.092	.092	NUM
fbem-15409	50	32	10.844	10.844	NUM
fbem-15409	50	33	7x	7x	NUM
fbem-15409	50	34	.002	.002	NUM
fbem-15409	50	35	636.210	636.210	NUM
fbem-15409	50	36	according	accord	VERB
fbem-15409	50	37	to	to	ADP
fbem-15409	50	38	table	table	NOUN
fbem-15409	50	39	3	3	NUM
fbem-15409	50	40	,	,	PUNCT
fbem-15409	50	41	it	it	PRON
fbem-15409	50	42	is	be	AUX
fbem-15409	50	43	obvious	obvious	ADJ
fbem-15409	50	44	that	that	SCONJ
fbem-15409	50	45	the	the	DET
fbem-15409	50	46	tolerance	tolerance	NOUN
fbem-15409	50	47	of	of	ADP
fbem-15409	50	48	the	the	DET
fbem-15409	50	49	seven	seven	NUM
fbem-15409	50	50	explanatory	explanatory	ADJ
fbem-15409	50	51	variables	variable	NOUN
fbem-15409	50	52	is	be	AUX
fbem-15409	50	53	very	very	ADV
fbem-15409	50	54	small	small	ADJ
fbem-15409	50	55	,	,	PUNCT
fbem-15409	50	56	the	the	DET
fbem-15409	50	57	largest	large	ADJ
fbem-15409	50	58	is	be	AUX
fbem-15409	50	59	0.092	0.092	NUM
fbem-15409	50	60	,	,	PUNCT
fbem-15409	50	61	and	and	CCONJ
fbem-15409	50	62	the	the	DET
fbem-15409	50	63	smallest	small	ADJ
fbem-15409	50	64	is	be	AUX
fbem-15409	50	65	only	only	ADV
fbem-15409	50	66	0.002	0.002	NUM
fbem-15409	50	67	.	.	PUNCT
fbem-15409	51	1	moreover	moreover	ADV
fbem-15409	51	2	,	,	PUNCT
fbem-15409	51	3	the	the	DET
fbem-15409	51	4	value	value	NOUN
fbem-15409	51	5	of	of	ADP
fbem-15409	51	6	the	the	DET
fbem-15409	51	7	variance	variance	NOUN
fbem-15409	51	8	expansion	expansion	NOUN
fbem-15409	51	9	factor	factor	NOUN
fbem-15409	51	10	exceeds	exceed	VERB
fbem-15409	51	11	10	10	NUM
fbem-15409	51	12	,	,	PUNCT
fbem-15409	51	13	which	which	PRON
fbem-15409	51	14	indicates	indicate	VERB
fbem-15409	51	15	that	that	SCONJ
fbem-15409	51	16	there	there	PRON
fbem-15409	51	17	is	be	VERB
fbem-15409	51	18	serious	serious	ADJ
fbem-15409	51	19	multicollinearity	multicollinearity	NOUN
fbem-15409	51	20	among	among	ADP
fbem-15409	51	21	the	the	DET
fbem-15409	51	22	seven	seven	NUM
fbem-15409	51	23	explanatory	explanatory	ADJ
fbem-15409	51	24	variables	variable	NOUN
fbem-15409	51	25	in	in	ADP
fbem-15409	51	26	the	the	DET
fbem-15409	51	27	model	model	NOUN
fbem-15409	51	28	.	.	PUNCT
fbem-15409	52	1	3	3	X
fbem-15409	52	2	.	.	X
fbem-15409	52	3	exponential	exponential	ADJ
fbem-15409	52	4	smoothing	smoothing	NOUN
fbem-15409	52	5	analysis	analysis	NOUN
fbem-15409	52	6	the	the	DET
fbem-15409	52	7	exponential	exponential	ADJ
fbem-15409	52	8	smoothing	smoothing	NOUN
fbem-15409	52	9	method	method	NOUN
fbem-15409	52	10	was	be	AUX
fbem-15409	52	11	a	a	DET
fbem-15409	52	12	common	common	ADJ
fbem-15409	52	13	method	method	NOUN
fbem-15409	52	14	for	for	ADP
fbem-15409	52	15	forecasting	forecast	VERB
fbem-15409	52	16	the	the	DET
fbem-15409	52	17	short	short	ADJ
fbem-15409	52	18	-	-	PUNCT
fbem-15409	52	19	term	term	NOUN
fbem-15409	52	20	economic	economic	ADJ
fbem-15409	52	21	development	development	NOUN
fbem-15409	52	22	trend	trend	NOUN
fbem-15409	52	23	.	.	PUNCT
fbem-15409	53	1	it	it	PRON
fbem-15409	53	2	is	be	AUX
fbem-15409	53	3	an	an	DET
fbem-15409	53	4	analysis	analysis	NOUN
fbem-15409	53	5	and	and	CCONJ
fbem-15409	53	6	forecasting	forecasting	NOUN
fbem-15409	53	7	method	method	NOUN
fbem-15409	53	8	developed	develop	VERB
fbem-15409	53	9	on	on	ADP
fbem-15409	53	10	the	the	DET
fbem-15409	53	11	basis	basis	NOUN
fbem-15409	53	12	of	of	ADP
fbem-15409	53	13	the	the	DET
fbem-15409	53	14	moving	move	VERB
fbem-15409	53	15	average	average	NOUN
fbem-15409	53	16	method[4	method[4	NOUN
fbem-15409	53	17	]	]	PUNCT
fbem-15409	53	18	.	.	PUNCT
fbem-15409	54	1	it	it	PRON
fbem-15409	54	2	can	can	AUX
fbem-15409	54	3	be	be	AUX
fbem-15409	54	4	seen	see	VERB
fbem-15409	54	5	from	from	ADP
fbem-15409	54	6	the	the	DET
fbem-15409	54	7	time	time	NOUN
fbem-15409	54	8	series	series	PROPN
fbem-15409	54	9	chart	chart	NOUN
fbem-15409	54	10	of	of	ADP
fbem-15409	54	11	the	the	DET
fbem-15409	54	12	freight	freight	NOUN
fbem-15409	54	13	volume	volume	NOUN
fbem-15409	54	14	in	in	ADP
fbem-15409	54	15	sichuan	sichuan	PROPN
fbem-15409	54	16	and	and	CCONJ
fbem-15409	54	17	chongqing	chongqe	VERB
fbem-15409	54	18	from	from	ADP
fbem-15409	54	19	2005	2005	NUM
fbem-15409	54	20	to	to	ADP
fbem-15409	54	21	2019	2019	NUM
fbem-15409	54	22	that	that	SCONJ
fbem-15409	54	23	there	there	PRON
fbem-15409	54	24	is	be	VERB
fbem-15409	54	25	a	a	DET
fbem-15409	54	26	clear	clear	ADJ
fbem-15409	54	27	upward	upward	ADJ
fbem-15409	54	28	trend	trend	NOUN
fbem-15409	54	29	,	,	PUNCT
fbem-15409	54	30	so	so	SCONJ
fbem-15409	54	31	it	it	PRON
fbem-15409	54	32	is	be	AUX
fbem-15409	54	33	more	more	ADV
fbem-15409	54	34	appropriate	appropriate	ADJ
fbem-15409	54	35	to	to	PART
fbem-15409	54	36	use	use	VERB
fbem-15409	54	37	the	the	DET
fbem-15409	54	38	second	second	ADJ
fbem-15409	54	39	smoothing	smoothing	NOUN
fbem-15409	54	40	method	method	NOUN
fbem-15409	54	41	in	in	ADP
fbem-15409	54	42	the	the	DET
fbem-15409	54	43	exponential	exponential	ADJ
fbem-15409	54	44	smoothing	smoothing	NOUN
fbem-15409	54	45	method	method	NOUN
fbem-15409	54	46	for	for	ADP
fbem-15409	54	47	extrapolation	extrapolation	NOUN
fbem-15409	54	48	.	.	PUNCT
fbem-15409	55	1	figure	figure	NOUN
fbem-15409	55	2	2	2	NUM
fbem-15409	55	3	.	.	NOUN
fbem-15409	55	4	time	time	NOUN
fbem-15409	55	5	sequence	sequence	NOUN
fbem-15409	55	6	diagram	diagram	NOUN
fbem-15409	55	7	of	of	ADP
fbem-15409	55	8	freight	freight	NOUN
fbem-15409	55	9	volume	volume	NOUN
fbem-15409	55	10	from	from	ADP
fbem-15409	55	11	2005	2005	NUM
fbem-15409	55	12	to	to	ADP
fbem-15409	55	13	2019	2019	NUM
fbem-15409	55	14	through	through	ADP
fbem-15409	55	15	multiple	multiple	ADJ
fbem-15409	55	16	experiments	experiment	NOUN
fbem-15409	55	17	,	,	PUNCT
fbem-15409	55	18	select	select	ADJ
fbem-15409	55	19	the	the	NOUN
fbem-15409	55	20	value	value	NOUN
fbem-15409	55	21	with	with	ADP
fbem-15409	55	22	the	the	DET
fbem-15409	55	23	smallest	small	ADJ
fbem-15409	55	24	average	average	ADJ
fbem-15409	55	25	absolute	absolute	ADJ
fbem-15409	55	26	error	error	NOUN
fbem-15409	55	27	.	.	PUNCT
fbem-15409	56	1			NOUN
fbem-15409	56	2			PUNCT
fbem-15409	56	3	1	1	NUM
fbem-15409	56	4	1	1	NUM
fbem-15409	56	5	3735.11	3735.11	NUM
fbem-15409	56	6	n	n	NOUN
fbem-15409	56	7	m	m	VERB
fbem-15409	57	1	i	i	PRON
fbem-15409	57	2	i	i	PRON
fbem-15409	58	1	i	i	PRON
fbem-15409	58	2	mae	mae	PROPN
fbem-15409	59	1	y	y	PROPN
fbem-15409	59	2	y	y	PROPN
fbem-15409	60	1			PROPN
fbem-15409	60	2			PROPN
fbem-15409	60	3			NOUN
fbem-15409	60	4			PROPN
fbem-15409	60	5			NOUN
fbem-15409	60	6			SYM
fbem-15409	60	7			NOUN
fbem-15409	60	8			SYM
fbem-15409	60	9			NOUN
fbem-15409	60	10	1	1	VERB
fbem-15409	60	11	1	1	NUM
fbem-15409	60	12	t	t	NOUN
fbem-15409	60	13	11	11	NUM
fbem-15409	60	14	t	t	NOUN
fbem-15409	60	15	ts	ts	ADP
fbem-15409	60	16	y	y	PROPN
fbem-15409	60	17	s	s	PROPN
fbem-15409	60	18			PROPN
fbem-15409	60	19			ADJ
fbem-15409	60	20			PUNCT
fbem-15409	60	21			PROPN
fbem-15409	60	22	(	(	PUNCT
fbem-15409	60	23	2	2	NUM
fbem-15409	60	24	)	)	PUNCT
fbem-15409	60	25	use	use	VERB
fbem-15409	60	26	the	the	DET
fbem-15409	60	27	quadratic	quadratic	ADJ
fbem-15409	60	28	exponential	exponential	ADJ
fbem-15409	60	29	smoothing	smooth	VERB
fbem-15409	60	30	formula	formula	NOUN
fbem-15409	60	31	:	:	PUNCT
fbem-15409	60	32			NOUN
fbem-15409	60	33			SYM
fbem-15409	60	34			NOUN
fbem-15409	60	35			SYM
fbem-15409	60	36			NOUN
fbem-15409	61	1	1	1	VERB
fbem-15409	61	2	1	1	NUM
fbem-15409	61	3	t	t	NOUN
fbem-15409	61	4	11	11	NUM
fbem-15409	61	5	t	t	NOUN
fbem-15409	61	6	ts	ts	ADP
fbem-15409	61	7	y	y	PROPN
fbem-15409	61	8	s	s	PROPN
fbem-15409	61	9			PROPN
fbem-15409	61	10			ADJ
fbem-15409	61	11			PUNCT
fbem-15409	61	12			PROPN
fbem-15409	61	13	(	(	PUNCT
fbem-15409	61	14	1	1	NUM
fbem-15409	61	15	)	)	PUNCT
fbem-15409	61	16			NOUN
fbem-15409	61	17			SYM
fbem-15409	61	18			NOUN
fbem-15409	61	19			SYM
fbem-15409	61	20			NOUN
fbem-15409	61	21	2	2	ADJ
fbem-15409	61	22	2	2	NUM
fbem-15409	61	23	t	t	NOUN
fbem-15409	61	24	11	11	NUM
fbem-15409	61	25	t	t	NOUN
fbem-15409	61	26	ts	ts	ADP
fbem-15409	61	27	y	y	PROPN
fbem-15409	61	28	s	s	PROPN
fbem-15409	61	29			PROPN
fbem-15409	61	30			ADJ
fbem-15409	61	31			PUNCT
fbem-15409	61	32			PROPN
fbem-15409	61	33	(	(	PUNCT
fbem-15409	61	34	2	2	NUM
fbem-15409	61	35	)	)	PUNCT
fbem-15409	61	36	0	0	NUM
fbem-15409	61	37	50000	50000	NUM
fbem-15409	61	38	100000	100000	NUM
fbem-15409	61	39	150000	150000	NUM
fbem-15409	61	40	200000	200000	NUM
fbem-15409	61	41	250000	250000	NUM
fbem-15409	61	42	300000	300000	NUM
fbem-15409	61	43	350000	350000	NUM
fbem-15409	61	44	20	20	NUM
fbem-15409	61	45	05	05	NUM
fbem-15409	61	46	20	20	NUM
fbem-15409	61	47	06	06	NUM
fbem-15409	61	48	20	20	NUM
fbem-15409	61	49	07	07	NUM
fbem-15409	61	50	20	20	NUM
fbem-15409	61	51	08	08	NUM
fbem-15409	61	52	20	20	NUM
fbem-15409	61	53	09	09	NUM
fbem-15409	61	54	20	20	NUM
fbem-15409	61	55	10	10	NUM
fbem-15409	61	56	20	20	NUM
fbem-15409	61	57	11	11	NUM
fbem-15409	61	58	20	20	NUM
fbem-15409	61	59	12	12	NUM
fbem-15409	61	60	20	20	NUM
fbem-15409	61	61	13	13	NUM
fbem-15409	61	62	20	20	NUM
fbem-15409	61	63	14	14	NUM
fbem-15409	61	64	20	20	NUM
fbem-15409	61	65	15	15	NUM
fbem-15409	61	66	20	20	NUM
fbem-15409	61	67	16	16	NUM
fbem-15409	61	68	20	20	NUM
fbem-15409	61	69	17	17	NUM
fbem-15409	61	70	20	20	NUM
fbem-15409	61	71	18	18	NUM
fbem-15409	61	72	20	20	NUM
fbem-15409	61	73	19	19	NUM
fbem-15409	61	74	freight	freight	NOUN
fbem-15409	61	75	volume	volume	NOUN
fbem-15409	61	76	(	(	PUNCT
fbem-15409	61	77	10,000	10,000	NUM
fbem-15409	61	78	tons	ton	NOUN
fbem-15409	61	79	)	)	PUNCT
fbem-15409	61	80	year	year	NOUN
fbem-15409	61	81	181	181	NUM
fbem-15409	61	82	can	can	AUX
fbem-15409	61	83	be	be	AUX
fbem-15409	61	84	calculated	calculate	VERB
fbem-15409	61	85	:	:	PUNCT
fbem-15409	61	86			NOUN
fbem-15409	61	87			SYM
fbem-15409	61	88			NOUN
fbem-15409	61	89	1	1	VERB
fbem-15409	61	90	2	2	NUM
fbem-15409	61	91	2019	2019	NUM
fbem-15409	61	92	2019290346.57	2019290346.57	NUM
fbem-15409	61	93	292112.70s	292112.70	NOUN
fbem-15409	61	94	s	s	ADP
fbem-15409	61	95			PROPN
fbem-15409	61	96	，	，	PUNCT
fbem-15409	61	97	(	(	PUNCT
fbem-15409	61	98	3	3	X
fbem-15409	61	99	)	)	PUNCT
fbem-15409	61	100	so	so	ADV
fbem-15409	61	101	the	the	DET
fbem-15409	61	102	prediction	prediction	NOUN
fbem-15409	61	103	equation	equation	NOUN
fbem-15409	61	104	is	be	AUX
fbem-15409	61	105	1	1	NUM
fbem-15409	61	106	2	2	NUM
fbem-15409	61	107	2019	2019	NUM
fbem-15409	61	108	2019	2019	NUM
fbem-15409	61	109	2019	2019	NUM
fbem-15409	61	110	288580	288580	NUM
fbem-15409	61	111	.	.	PUNCT
fbem-15409	62	1	42	42	NUM
fbem-15409	62	2	4a	4a	NOUN
fbem-15409	62	3	f	f	PROPN
fbem-15409	62	4	f	f	PROPN
fbem-15409	62	5			PROPN
fbem-15409	62	6			NUM
fbem-15409	62	7	(	(	PUNCT
fbem-15409	62	8	4	4	NUM
fbem-15409	62	9	)	)	PUNCT
fbem-15409	62	10			NOUN
fbem-15409	62	11	1	1	ADJ
fbem-15409	62	12	22019	22019	NUM
fbem-15409	62	13	2019	2019	NUM
fbem-15409	62	14	2019	2019	NUM
fbem-15409	62	15	0.9	0.9	NUM
fbem-15409	62	16	0.9	0.9	NUM
fbem-15409	62	17	1	1	NUM
fbem-15409	62	18	15895.15b	15895.15b	NOUN
fbem-15409	62	19	f	f	PROPN
fbem-15409	62	20	f	f	PROPN
fbem-15409	62	21			PROPN
fbem-15409	62	22			PROPN
fbem-15409	62	23			NOUN
fbem-15409	62	24	(	(	PUNCT
fbem-15409	62	25	5	5	NUM
fbem-15409	62	26	)	)	PUNCT
fbem-15409	62	27	when	when	SCONJ
fbem-15409	62	28	m	m	PROPN
fbem-15409	62	29	1	1	NUM
fbem-15409	62	30	2	2	NUM
fbem-15409	62	31	3	3	NUM
fbem-15409	62	32	4	4	NUM
fbem-15409	62	33	5	5	NUM
fbem-15409	62	34	、	、	NOUN
fbem-15409	62	35	、	、	NOUN
fbem-15409	62	36	、	、	NOUN
fbem-15409	62	37	、	、	NOUN
fbem-15409	62	38	,	,	PUNCT
fbem-15409	62	39	the	the	DET
fbem-15409	62	40	predicted	predict	VERB
fbem-15409	62	41	value	value	NOUN
fbem-15409	62	42	of	of	ADP
fbem-15409	62	43	freight	freight	NOUN
fbem-15409	62	44	volume	volume	NOUN
fbem-15409	62	45	in	in	ADP
fbem-15409	62	46	sichuan	sichuan	PROPN
fbem-15409	62	47	and	and	CCONJ
fbem-15409	62	48	chongqing	chongqe	VERB
fbem-15409	62	49	from	from	ADP
fbem-15409	62	50	2020	2020	NUM
fbem-15409	62	51	to	to	ADP
fbem-15409	62	52	2024	2024	NUM
fbem-15409	62	53	is	be	AUX
fbem-15409	62	54	shown	show	VERB
fbem-15409	62	55	in	in	ADP
fbem-15409	62	56	table	table	NOUN
fbem-15409	62	57	4	4	NUM
fbem-15409	62	58	.	.	PUNCT
fbem-15409	62	59	table	table	NOUN
fbem-15409	62	60	4	4	NUM
fbem-15409	62	61	.	.	PUNCT
fbem-15409	62	62	forecast	forecast	NOUN
fbem-15409	62	63	value	value	NOUN
fbem-15409	62	64	of	of	ADP
fbem-15409	62	65	freight	freight	NOUN
fbem-15409	62	66	volume	volume	NOUN
fbem-15409	62	67	from	from	ADP
fbem-15409	62	68	2020	2020	NUM
fbem-15409	62	69	to	to	ADP
fbem-15409	62	70	2024	2024	NUM
fbem-15409	62	71	(	(	PUNCT
fbem-15409	62	72	ten	ten	NUM
fbem-15409	62	73	thousand	thousand	NUM
fbem-15409	62	74	tons	ton	NOUN
fbem-15409	62	75	)	)	PUNCT
fbem-15409	62	76	years	year	NOUN
fbem-15409	62	77	m	m	VERB
fbem-15409	62	78	t	t	PROPN
fbem-15409	62	79	mf	mf	X
fbem-15409	62	80			ADV
fbem-15409	62	81	2020	2020	NUM
fbem-15409	62	82	1	1	NUM
fbem-15409	62	83	304475.59	304475.59	NUM
fbem-15409	62	84	2021	2021	NUM
fbem-15409	62	85	2	2	NUM
fbem-15409	62	86	320370.73	320370.73	NUM
fbem-15409	62	87	2022	2022	NUM
fbem-15409	62	88	3	3	NUM
fbem-15409	62	89	336265.88	336265.88	NUM
fbem-15409	62	90	2023	2023	NUM
fbem-15409	62	91	4	4	NUM
fbem-15409	62	92	352161.02	352161.02	NUM
fbem-15409	62	93	2024	2024	NUM
fbem-15409	62	94	5	5	NUM
fbem-15409	62	95	368056.17	368056.17	NUM
fbem-15409	62	96	4	4	NUM
fbem-15409	62	97	.	.	PUNCT
fbem-15409	63	1	analysis	analysis	NOUN
fbem-15409	63	2	of	of	ADP
fbem-15409	63	3	prediction	prediction	NOUN
fbem-15409	63	4	results	result	NOUN
fbem-15409	63	5	according	accord	VERB
fbem-15409	63	6	to	to	ADP
fbem-15409	63	7	the	the	DET
fbem-15409	63	8	quadratic	quadratic	ADJ
fbem-15409	63	9	exponential	exponential	ADJ
fbem-15409	63	10	smoothing	smoothing	NOUN
fbem-15409	63	11	method	method	NOUN
fbem-15409	63	12	,	,	PUNCT
fbem-15409	63	13	when	when	SCONJ
fbem-15409	63	14	the	the	DET
fbem-15409	63	15	smoothing	smoothing	NOUN
fbem-15409	63	16	coefficient	coefficient	NOUN
fbem-15409	63	17	is	be	AUX
fbem-15409	63	18	0.9	0.9	NUM
fbem-15409	63	19	,	,	PUNCT
fbem-15409	63	20	it	it	PRON
fbem-15409	63	21	is	be	AUX
fbem-15409	63	22	predicted	predict	VERB
fbem-15409	63	23	that	that	SCONJ
fbem-15409	63	24	the	the	DET
fbem-15409	63	25	freight	freight	NOUN
fbem-15409	63	26	volume	volume	NOUN
fbem-15409	63	27	in	in	ADP
fbem-15409	63	28	sichuan	sichuan	PROPN
fbem-15409	63	29	-	-	PUNCT
fbem-15409	63	30	chongqing	chongqe	VERB
fbem-15409	63	31	region	region	NOUN
fbem-15409	63	32	will	will	AUX
fbem-15409	63	33	reach	reach	VERB
fbem-15409	63	34	304,755,900	304,755,900	NUM
fbem-15409	63	35	tons	ton	NOUN
fbem-15409	63	36	in	in	ADP
fbem-15409	63	37	2020	2020	NUM
fbem-15409	63	38	,	,	PUNCT
fbem-15409	63	39	3203,707,300	3203,707,300	NUM
fbem-15409	63	40	tons	ton	NOUN
fbem-15409	63	41	in	in	ADP
fbem-15409	63	42	2021	2021	NUM
fbem-15409	63	43	,	,	PUNCT
fbem-15409	63	44	336,658,800	336,658,800	NUM
fbem-15409	63	45	tons	ton	NOUN
fbem-15409	63	46	in	in	ADP
fbem-15409	63	47	2022	2022	NUM
fbem-15409	63	48	,	,	PUNCT
fbem-15409	63	49	and	and	CCONJ
fbem-15409	63	50	352,1610,200	352,1610,200	NUM
fbem-15409	63	51	tons	ton	NOUN
fbem-15409	63	52	in	in	ADP
fbem-15409	63	53	2023	2023	NUM
fbem-15409	63	54	.	.	PUNCT
fbem-15409	64	1	in	in	ADP
fbem-15409	64	2	2024	2024	NUM
fbem-15409	64	3	,	,	PUNCT
fbem-15409	64	4	it	it	PRON
fbem-15409	64	5	will	will	AUX
fbem-15409	64	6	reach	reach	VERB
fbem-15409	64	7	36805617	36805617	NUM
fbem-15409	64	8	tons	ton	NOUN
fbem-15409	64	9	.	.	PUNCT
fbem-15409	65	1	according	accord	VERB
fbem-15409	65	2	to	to	ADP
fbem-15409	65	3	the	the	DET
fbem-15409	65	4	influencing	influence	VERB
fbem-15409	65	5	factors	factor	NOUN
fbem-15409	65	6	of	of	ADP
fbem-15409	65	7	the	the	DET
fbem-15409	65	8	freight	freight	NOUN
fbem-15409	65	9	volume	volume	NOUN
fbem-15409	65	10	in	in	ADP
fbem-15409	65	11	sichuan	sichuan	PROPN
fbem-15409	65	12	and	and	CCONJ
fbem-15409	65	13	chongqing	chongqe	VERB
fbem-15409	65	14	in	in	ADP
fbem-15409	65	15	the	the	DET
fbem-15409	65	16	past	past	ADJ
fbem-15409	65	17	15	15	NUM
fbem-15409	65	18	years	year	NOUN
fbem-15409	65	19	,	,	PUNCT
fbem-15409	65	20	the	the	DET
fbem-15409	65	21	steady	steady	ADJ
fbem-15409	65	22	growth	growth	NOUN
fbem-15409	65	23	of	of	ADP
fbem-15409	65	24	the	the	DET
fbem-15409	65	25	freight	freight	NOUN
fbem-15409	65	26	volume	volume	NOUN
fbem-15409	65	27	in	in	ADP
fbem-15409	65	28	the	the	DET
fbem-15409	65	29	next	next	ADJ
fbem-15409	65	30	five	five	NUM
fbem-15409	65	31	years	year	NOUN
fbem-15409	65	32	may	may	AUX
fbem-15409	65	33	be	be	AUX
fbem-15409	65	34	due	due	ADJ
fbem-15409	65	35	to	to	ADP
fbem-15409	65	36	the	the	DET
fbem-15409	65	37	growth	growth	NOUN
fbem-15409	65	38	of	of	ADP
fbem-15409	65	39	the	the	DET
fbem-15409	65	40	output	output	NOUN
fbem-15409	65	41	value	value	NOUN
fbem-15409	65	42	of	of	ADP
fbem-15409	65	43	the	the	DET
fbem-15409	65	44	secondary	secondary	ADJ
fbem-15409	65	45	industry	industry	NOUN
fbem-15409	65	46	in	in	ADP
fbem-15409	65	47	sichuan	sichuan	PROPN
fbem-15409	65	48	and	and	CCONJ
fbem-15409	65	49	chongqing	chongqing	PROPN
fbem-15409	65	50	.	.	PUNCT
fbem-15409	66	1	at	at	ADP
fbem-15409	66	2	the	the	DET
fbem-15409	66	3	same	same	ADJ
fbem-15409	66	4	time	time	NOUN
fbem-15409	66	5	,	,	PUNCT
fbem-15409	66	6	it	it	PRON
fbem-15409	66	7	brings	bring	VERB
fbem-15409	66	8	positive	positive	ADJ
fbem-15409	66	9	effect	effect	NOUN
fbem-15409	66	10	to	to	ADP
fbem-15409	66	11	the	the	DET
fbem-15409	66	12	development	development	NOUN
fbem-15409	66	13	of	of	ADP
fbem-15409	66	14	other	other	ADJ
fbem-15409	66	15	industries	industry	NOUN
fbem-15409	66	16	.	.	PUNCT
fbem-15409	67	1	in	in	ADP
fbem-15409	67	2	addition	addition	NOUN
fbem-15409	67	3	,	,	PUNCT
fbem-15409	67	4	in	in	ADP
fbem-15409	67	5	terms	term	NOUN
fbem-15409	67	6	of	of	ADP
fbem-15409	67	7	transportation	transportation	NOUN
fbem-15409	67	8	modes	mode	NOUN
fbem-15409	67	9	,	,	PUNCT
fbem-15409	67	10	with	with	ADP
fbem-15409	67	11	the	the	DET
fbem-15409	67	12	national	national	ADJ
fbem-15409	67	13	focus	focus	NOUN
fbem-15409	67	14	on	on	ADP
fbem-15409	67	15	the	the	DET
fbem-15409	67	16	western	western	ADJ
fbem-15409	67	17	region	region	NOUN
fbem-15409	67	18	and	and	CCONJ
fbem-15409	67	19	policy	policy	NOUN
fbem-15409	67	20	support	support	NOUN
fbem-15409	67	21	in	in	ADP
fbem-15409	67	22	recent	recent	ADJ
fbem-15409	67	23	years	year	NOUN
fbem-15409	67	24	,	,	PUNCT
fbem-15409	67	25	the	the	DET
fbem-15409	67	26	transportation	transportation	NOUN
fbem-15409	67	27	network	network	NOUN
fbem-15409	67	28	in	in	ADP
fbem-15409	67	29	sichuan	sichuan	PROPN
fbem-15409	67	30	-	-	PUNCT
fbem-15409	67	31	chongqing	chongqe	VERB
fbem-15409	67	32	region	region	NOUN
fbem-15409	67	33	has	have	AUX
fbem-15409	67	34	been	be	AUX
fbem-15409	67	35	gradually	gradually	ADV
fbem-15409	67	36	improved	improve	VERB
fbem-15409	67	37	,	,	PUNCT
fbem-15409	67	38	the	the	DET
fbem-15409	67	39	frequency	frequency	NOUN
fbem-15409	67	40	of	of	ADP
fbem-15409	67	41	cargo	cargo	NOUN
fbem-15409	67	42	transportation	transportation	NOUN
fbem-15409	67	43	has	have	AUX
fbem-15409	67	44	increased	increase	VERB
fbem-15409	67	45	year	year	NOUN
fbem-15409	67	46	by	by	ADP
fbem-15409	67	47	year	year	NOUN
fbem-15409	67	48	,	,	PUNCT
fbem-15409	67	49	and	and	CCONJ
fbem-15409	67	50	the	the	DET
fbem-15409	67	51	choice	choice	NOUN
fbem-15409	67	52	of	of	ADP
fbem-15409	67	53	combined	combined	ADJ
fbem-15409	67	54	transportation	transportation	NOUN
fbem-15409	67	55	has	have	AUX
fbem-15409	67	56	become	become	VERB
fbem-15409	67	57	more	more	ADV
fbem-15409	67	58	flexible	flexible	ADJ
fbem-15409	67	59	,	,	PUNCT
fbem-15409	67	60	promoting	promote	VERB
fbem-15409	67	61	the	the	DET
fbem-15409	67	62	rapid	rapid	ADJ
fbem-15409	67	63	development	development	NOUN
fbem-15409	67	64	of	of	ADP
fbem-15409	67	65	freight	freight	NOUN
fbem-15409	67	66	volume[5	volume[5	PROPN
fbem-15409	67	67	]	]	PUNCT
fbem-15409	67	68	.	.	PUNCT
fbem-15409	68	1	references	reference	NOUN
fbem-15409	68	2	[	[	X
fbem-15409	68	3	1	1	X
fbem-15409	68	4	]	]	PUNCT
fbem-15409	68	5	liu	liu	PROPN
fbem-15409	68	6	z.	z.	PROPN
fbem-15409	68	7	research	research	PROPN
fbem-15409	68	8	on	on	ADP
fbem-15409	68	9	the	the	DET
fbem-15409	68	10	economic	economic	ADJ
fbem-15409	68	11	linkage	linkage	NOUN
fbem-15409	68	12	and	and	CCONJ
fbem-15409	68	13	spatial	spatial	ADJ
fbem-15409	68	14	structure	structure	NOUN
fbem-15409	68	15	of	of	ADP
fbem-15409	68	16	the	the	DET
fbem-15409	68	17	chengdu	chengdu	PROPN
fbem-15409	68	18	-	-	PUNCT
fbem-15409	68	19	chongqing	chongqing	ADJ
fbem-15409	68	20	double	double	ADJ
fbem-15409	68	21	-	-	PUNCT
fbem-15409	68	22	city	city	NOUN
fbem-15409	68	23	economic	economic	ADJ
fbem-15409	68	24	circle	circle	NOUN
fbem-15409	68	25	——	——	PUNCT
fbem-15409	68	26	based	base	VERB
fbem-15409	68	27	on	on	ADP
fbem-15409	68	28	the	the	DET
fbem-15409	68	29	perspective	perspective	NOUN
fbem-15409	68	30	of	of	ADP
fbem-15409	68	31	the	the	DET
fbem-15409	68	32	strength	strength	NOUN
fbem-15409	68	33	of	of	ADP
fbem-15409	68	34	economic	economic	ADJ
fbem-15409	68	35	linkage	linkage	NOUN
fbem-15409	68	36	and	and	CCONJ
fbem-15409	68	37	urban	urban	ADJ
fbem-15409	68	38	flow[j	flow[j	PROPN
fbem-15409	68	39	]	]	PUNCT
fbem-15409	68	40	.	.	PUNCT
fbem-15409	69	1	journal	journal	PROPN
fbem-15409	69	2	of	of	ADP
fbem-15409	69	3	sichuan	sichuan	PROPN
fbem-15409	69	4	administration	administration	PROPN
fbem-15409	69	5	institute	institute	PROPN
fbem-15409	69	6	,	,	PUNCT
fbem-15409	69	7	2021(02	2021(02	NUM
fbem-15409	69	8	):	):	PUNCT
fbem-15409	69	9	77	77	NUM
fbem-15409	69	10	-	-	SYM
fbem-15409	69	11	87	87	NUM
fbem-15409	69	12	.	.	PUNCT
fbem-15409	70	1	[	[	X
fbem-15409	70	2	2	2	NUM
fbem-15409	70	3	]	]	X
fbem-15409	70	4	zhang	zhang	PROPN
fbem-15409	70	5	y.	y.	PROPN
fbem-15409	70	6	the	the	DET
fbem-15409	70	7	three	three	NUM
fbem-15409	70	8	gorges	gorge	NOUN
fbem-15409	70	9	freight	freight	NOUN
fbem-15409	70	10	volume	volume	NOUN
fbem-15409	70	11	demand	demand	NOUN
fbem-15409	70	12	forecast	forecast	NOUN
fbem-15409	70	13	method	method	NOUN
fbem-15409	70	14	based	base	VERB
fbem-15409	70	15	on	on	ADP
fbem-15409	70	16	variable	variable	ADJ
fbem-15409	70	17	scale	scale	NOUN
fbem-15409	70	18	regression[j	regression[j	PROPN
fbem-15409	70	19	]	]	PUNCT
fbem-15409	70	20	.	.	PUNCT
fbem-15409	71	1	journal	journal	PROPN
fbem-15409	71	2	of	of	ADP
fbem-15409	71	3	wuhan	wuhan	PROPN
fbem-15409	71	4	university	university	PROPN
fbem-15409	71	5	of	of	ADP
fbem-15409	71	6	technology	technology	NOUN
fbem-15409	71	7	(	(	PUNCT
fbem-15409	71	8	transportation	transportation	NOUN
fbem-15409	71	9	science	science	NOUN
fbem-15409	71	10	and	and	CCONJ
fbem-15409	71	11	engineering	engineering	NOUN
fbem-15409	71	12	edition	edition	NOUN
fbem-15409	71	13	)	)	PUNCT
fbem-15409	71	14	,	,	PUNCT
fbem-15409	71	15	2020	2020	NUM
fbem-15409	71	16	,	,	PUNCT
fbem-15409	71	17	44(05	44(05	PROPN
fbem-15409	71	18	):	):	PUNCT
fbem-15409	71	19	938	938	NUM
fbem-15409	71	20	-	-	SYM
fbem-15409	71	21	942	942	NUM
fbem-15409	71	22	.	.	PUNCT
fbem-15409	72	1	[	[	X
fbem-15409	72	2	3	3	X
fbem-15409	72	3	]	]	X
fbem-15409	72	4	zeng	zeng	PROPN
fbem-15409	72	5	l.	l.	PROPN
fbem-15409	72	6	forecast	forecast	PROPN
fbem-15409	72	7	of	of	ADP
fbem-15409	72	8	heilongjiang	heilongjiang	PROPN
fbem-15409	72	9	grain	grain	NOUN
fbem-15409	72	10	freight	freight	NOUN
fbem-15409	72	11	volume	volume	NOUN
fbem-15409	72	12	demand	demand	NOUN
fbem-15409	72	13	based	base	VERB
fbem-15409	72	14	on	on	ADP
fbem-15409	72	15	exponential	exponential	ADJ
fbem-15409	72	16	smoothing	smooth	VERB
fbem-15409	72	17	method[j	method[j	NOUN
fbem-15409	72	18	]	]	PUNCT
fbem-15409	72	19	.	.	PUNCT
fbem-15409	73	1	research	research	NOUN
fbem-15409	73	2	on	on	ADP
fbem-15409	73	3	land	land	NOUN
fbem-15409	73	4	and	and	CCONJ
fbem-15409	73	5	natural	natural	ADJ
fbem-15409	73	6	resources	resource	NOUN
fbem-15409	73	7	,	,	PUNCT
fbem-15409	73	8	2015(01):17	2015(01):17	NUM
fbem-15409	73	9	-	-	SYM
fbem-15409	73	10	22	22	NUM
fbem-15409	73	11	.	.	PUNCT
fbem-15409	74	1	[	[	X
fbem-15409	74	2	4	4	X
fbem-15409	74	3	]	]	X
fbem-15409	74	4	zhang	zhang	PROPN
fbem-15409	74	5	h.	h.	PROPN
fbem-15409	74	6	analysis	analysis	NOUN
fbem-15409	74	7	and	and	CCONJ
fbem-15409	74	8	forecast	forecast	NOUN
fbem-15409	74	9	of	of	ADP
fbem-15409	74	10	national	national	ADJ
fbem-15409	74	11	freight	freight	NOUN
fbem-15409	74	12	volume	volume	NOUN
fbem-15409	74	13	based	base	VERB
fbem-15409	74	14	on	on	ADP
fbem-15409	74	15	exponential	exponential	ADJ
fbem-15409	74	16	smoothing	smooth	VERB
fbem-15409	74	17	method[j	method[j	NOUN
fbem-15409	74	18	]	]	PUNCT
fbem-15409	74	19	.	.	PUNCT
fbem-15409	75	1	bohai	bohai	PROPN
fbem-15409	75	2	economic	economic	ADJ
fbem-15409	75	3	outlook	outlook	NOUN
fbem-15409	75	4	,	,	PUNCT
fbem-15409	75	5	2020(01):162	2020(01):162	NOUN
fbem-15409	75	6	.	.	PUNCT
fbem-15409	76	1	[	[	X
fbem-15409	76	2	5	5	NUM
fbem-15409	76	3	]	]	X
fbem-15409	76	4	cai	cai	PROPN
fbem-15409	76	5	w	w	PROPN
fbem-15409	76	6	,	,	PUNCT
fbem-15409	76	7	peng	peng	PROPN
fbem-15409	76	8	yi	yi	PROPN
fbem-15409	76	9	,	,	PUNCT
fbem-15409	76	10	chen	chen	PROPN
fbem-15409	76	11	q.	q.	PROPN
fbem-15409	76	12	forecast	forecast	PROPN
fbem-15409	76	13	of	of	ADP
fbem-15409	76	14	air	air	PROPN
fbem-15409	76	15	transport	transport	PROPN
fbem-15409	76	16	passenger	passenger	NOUN
fbem-15409	76	17	volume	volume	NOUN
fbem-15409	76	18	based	base	VERB
fbem-15409	76	19	on	on	ADP
fbem-15409	76	20	multiple	multiple	ADJ
fbem-15409	76	21	regression	regression	NOUN
fbem-15409	76	22	model[j	model[j	PROPN
fbem-15409	76	23	]	]	PUNCT
fbem-15409	76	24	.	.	PUNCT
fbem-15409	77	1	aviation	aviation	NOUN
fbem-15409	77	2	computing	computing	NOUN
fbem-15409	77	3	technology	technology	NOUN
fbem-15409	77	4	,	,	PUNCT
fbem-15409	77	5	2019	2019	NUM
fbem-15409	77	6	,	,	PUNCT
fbem-15409	77	7	49(04	49(04	NUM
fbem-15409	77	8	):	):	PUNCT
fbem-15409	77	9	50	50	NUM
fbem-15409	77	10	-	-	SYM
fbem-15409	77	11	53	53	NUM
fbem-15409	77	12	+	+	NOUN
fbem-15409	77	13	58	58	NUM
fbem-15409	77	14	.	.	PUNCT