id	sid	tid	token	lemma	pos
ijassa-718	1	1	adv	adv	PROPN
ijassa-718	1	2	syst	syst	PROPN
ijassa-718	1	3	sci	sci	PROPN
ijassa-718	1	4	appl	appl	PROPN
ijassa-718	1	5	2019	2019	NUM
ijassa-718	1	6	;	;	PUNCT
ijassa-718	1	7	03	03	NUM
ijassa-718	1	8	;	;	PUNCT
ijassa-718	1	9	131	131	NUM
ijassa-718	1	10	-	-	SYM
ijassa-718	1	11	139	139	NUM
ijassa-718	1	12	published	publish	VERB
ijassa-718	1	13	online	online	ADV
ijassa-718	1	14	at	at	ADP
ijassa-718	1	15	http://ijassa.ipu.ru/index.php/ijassa/article/view/718	http://ijassa.ipu.ru/index.php/ijassa/article/view/718	X
ijassa-718	1	16	modeling	model	VERB
ijassa-718	1	17	and	and	CCONJ
ijassa-718	1	18	estimating	estimate	VERB
ijassa-718	1	19	the	the	DET
ijassa-718	1	20	impact	impact	NOUN
ijassa-718	1	21	of	of	ADP
ijassa-718	1	22	the	the	DET
ijassa-718	1	23	opec	opec	PROPN
ijassa-718	1	24	agreement	agreement	NOUN
ijassa-718	1	25	on	on	ADP
ijassa-718	1	26	oil	oil	NOUN
ijassa-718	1	27	production	production	NOUN
ijassa-718	1	28	in	in	ADP
ijassa-718	1	29	russia	russia	PROPN
ijassa-718	2	1	valery	valery	PROPN
ijassa-718	2	2	akinfiev	akinfiev	PROPN
ijassa-718	2	3	*	*	PUNCT
ijassa-718	2	4	v.a	v.a	PROPN
ijassa-718	2	5	.	.	PROPN
ijassa-718	2	6	trapeznikov	trapeznikov	PROPN
ijassa-718	2	7	institute	institute	PROPN
ijassa-718	2	8	of	of	ADP
ijassa-718	2	9	control	control	PROPN
ijassa-718	2	10	sciences	sciences	PROPN
ijassa-718	2	11	,	,	PUNCT
ijassa-718	2	12	russian	russian	ADJ
ijassa-718	2	13	academy	academy	PROPN
ijassa-718	2	14	of	of	ADP
ijassa-718	2	15	sciences	sciences	PROPN
ijassa-718	2	16	,	,	PUNCT
ijassa-718	2	17	moscow	moscow	PROPN
ijassa-718	2	18	,	,	PUNCT
ijassa-718	2	19	russia	russia	PROPN
ijassa-718	2	20	e	e	NOUN
ijassa-718	2	21	-	-	NOUN
ijassa-718	2	22	mail	mail	NOUN
ijassa-718	2	23	:	:	PUNCT
ijassa-718	2	24	akinf@ipu.ru	akinf@ipu.ru	PRON
ijassa-718	2	25	received	receive	VERB
ijassa-718	2	26	march	march	PROPN
ijassa-718	2	27	27	27	NUM
ijassa-718	2	28	,	,	PUNCT
ijassa-718	2	29	2019	2019	NUM
ijassa-718	2	30	;	;	PUNCT
ijassa-718	2	31	revised	revise	VERB
ijassa-718	2	32	august	august	PROPN
ijassa-718	2	33	28	28	NUM
ijassa-718	2	34	,	,	PUNCT
ijassa-718	2	35	2019	2019	NUM
ijassa-718	2	36	;	;	PUNCT
ijassa-718	2	37	published	publish	VERB
ijassa-718	2	38	october	october	PROPN
ijassa-718	2	39	1	1	NUM
ijassa-718	2	40	,	,	PUNCT
ijassa-718	2	41	2019	2019	NUM
ijassa-718	2	42	abstract	abstract	NOUN
ijassa-718	2	43	:	:	PUNCT
ijassa-718	2	44	the	the	DET
ijassa-718	2	45	shale	shale	NOUN
ijassa-718	2	46	revolution	revolution	NOUN
ijassa-718	2	47	in	in	ADP
ijassa-718	2	48	the	the	DET
ijassa-718	2	49	united	united	PROPN
ijassa-718	2	50	states	states	PROPN
ijassa-718	2	51	dramatically	dramatically	ADV
ijassa-718	2	52	changed	change	VERB
ijassa-718	2	53	the	the	DET
ijassa-718	2	54	situation	situation	NOUN
ijassa-718	2	55	on	on	ADP
ijassa-718	2	56	the	the	DET
ijassa-718	2	57	global	global	ADJ
ijassa-718	2	58	oil	oil	NOUN
ijassa-718	2	59	market	market	NOUN
ijassa-718	2	60	.	.	PUNCT
ijassa-718	3	1	the	the	DET
ijassa-718	3	2	response	response	NOUN
ijassa-718	3	3	to	to	ADP
ijassa-718	3	4	the	the	DET
ijassa-718	3	5	shale	shale	NOUN
ijassa-718	3	6	boom	boom	NOUN
ijassa-718	3	7	of	of	ADP
ijassa-718	3	8	2013	2013	NUM
ijassa-718	3	9	-	-	SYM
ijassa-718	3	10	2014	2014	NUM
ijassa-718	3	11	was	be	AUX
ijassa-718	3	12	the	the	DET
ijassa-718	3	13	opec	opec	PROPN
ijassa-718	3	14	+	+	CCONJ
ijassa-718	3	15	agreement	agreement	NOUN
ijassa-718	3	16	,	,	PUNCT
ijassa-718	3	17	which	which	PRON
ijassa-718	3	18	aims	aim	VERB
ijassa-718	3	19	to	to	PART
ijassa-718	3	20	regulate	regulate	VERB
ijassa-718	3	21	the	the	DET
ijassa-718	3	22	market	market	NOUN
ijassa-718	3	23	in	in	ADP
ijassa-718	3	24	order	order	NOUN
ijassa-718	3	25	to	to	PART
ijassa-718	3	26	stabilize	stabilize	VERB
ijassa-718	3	27	oil	oil	NOUN
ijassa-718	3	28	prices	price	NOUN
ijassa-718	3	29	.	.	PUNCT
ijassa-718	4	1	the	the	DET
ijassa-718	4	2	article	article	NOUN
ijassa-718	4	3	analyzes	analyze	VERB
ijassa-718	4	4	the	the	DET
ijassa-718	4	5	impact	impact	NOUN
ijassa-718	4	6	of	of	ADP
ijassa-718	4	7	the	the	DET
ijassa-718	4	8	opec+	opec+	ADJ
ijassa-718	4	9	agreement	agreement	NOUN
ijassa-718	4	10	on	on	ADP
ijassa-718	4	11	the	the	DET
ijassa-718	4	12	global	global	ADJ
ijassa-718	4	13	oil	oil	NOUN
ijassa-718	4	14	market	market	NOUN
ijassa-718	4	15	,	,	PUNCT
ijassa-718	4	16	taking	take	VERB
ijassa-718	4	17	into	into	ADP
ijassa-718	4	18	account	account	NOUN
ijassa-718	4	19	the	the	DET
ijassa-718	4	20	dynamics	dynamic	NOUN
ijassa-718	4	21	of	of	ADP
ijassa-718	4	22	us	us	PROPN
ijassa-718	4	23	oil	oil	NOUN
ijassa-718	4	24	shale	shale	NOUN
ijassa-718	4	25	production	production	NOUN
ijassa-718	4	26	.	.	PUNCT
ijassa-718	5	1	a	a	DET
ijassa-718	5	2	simulation	simulation	NOUN
ijassa-718	5	3	dynamic	dynamic	ADJ
ijassa-718	5	4	game	game	NOUN
ijassa-718	5	5	model	model	NOUN
ijassa-718	5	6	is	be	AUX
ijassa-718	5	7	proposed	propose	VERB
ijassa-718	5	8	,	,	PUNCT
ijassa-718	5	9	which	which	PRON
ijassa-718	5	10	describes	describe	VERB
ijassa-718	5	11	the	the	DET
ijassa-718	5	12	relationship	relationship	NOUN
ijassa-718	5	13	between	between	ADP
ijassa-718	5	14	the	the	DET
ijassa-718	5	15	oil	oil	NOUN
ijassa-718	5	16	demand	demand	NOUN
ijassa-718	5	17	,	,	PUNCT
ijassa-718	5	18	the	the	DET
ijassa-718	5	19	strategy	strategy	NOUN
ijassa-718	5	20	of	of	ADP
ijassa-718	5	21	oil	oil	NOUN
ijassa-718	5	22	supplying	supplying	NOUN
ijassa-718	5	23	by	by	ADP
ijassa-718	5	24	the	the	DET
ijassa-718	5	25	players	player	NOUN
ijassa-718	5	26	and	and	CCONJ
ijassa-718	5	27	the	the	DET
ijassa-718	5	28	dynamics	dynamic	NOUN
ijassa-718	5	29	of	of	ADP
ijassa-718	5	30	oil	oil	NOUN
ijassa-718	5	31	price	price	NOUN
ijassa-718	5	32	.	.	PUNCT
ijassa-718	6	1	the	the	DET
ijassa-718	6	2	model	model	NOUN
ijassa-718	6	3	allows	allow	VERB
ijassa-718	6	4	,	,	PUNCT
ijassa-718	6	5	by	by	ADP
ijassa-718	6	6	setting	set	VERB
ijassa-718	6	7	different	different	ADJ
ijassa-718	6	8	strategies	strategy	NOUN
ijassa-718	6	9	for	for	ADP
ijassa-718	6	10	the	the	DET
ijassa-718	6	11	behavior	behavior	NOUN
ijassa-718	6	12	of	of	ADP
ijassa-718	6	13	players	player	NOUN
ijassa-718	6	14	,	,	PUNCT
ijassa-718	6	15	to	to	PART
ijassa-718	6	16	simulate	simulate	VERB
ijassa-718	6	17	the	the	DET
ijassa-718	6	18	movement	movement	NOUN
ijassa-718	6	19	of	of	ADP
ijassa-718	6	20	oil	oil	NOUN
ijassa-718	6	21	prices	price	NOUN
ijassa-718	6	22	,	,	PUNCT
ijassa-718	6	23	which	which	PRON
ijassa-718	6	24	in	in	ADP
ijassa-718	6	25	turn	turn	NOUN
ijassa-718	6	26	affect	affect	VERB
ijassa-718	6	27	the	the	DET
ijassa-718	6	28	choice	choice	NOUN
ijassa-718	6	29	of	of	ADP
ijassa-718	6	30	players	player	NOUN
ijassa-718	6	31	in	in	ADP
ijassa-718	6	32	their	their	PRON
ijassa-718	6	33	decisions	decision	NOUN
ijassa-718	6	34	on	on	ADP
ijassa-718	6	35	oil	oil	NOUN
ijassa-718	6	36	production	production	NOUN
ijassa-718	6	37	and	and	CCONJ
ijassa-718	6	38	its	its	PRON
ijassa-718	6	39	supply	supply	NOUN
ijassa-718	6	40	to	to	ADP
ijassa-718	6	41	the	the	DET
ijassa-718	6	42	market	market	NOUN
ijassa-718	6	43	.	.	PUNCT
ijassa-718	7	1	the	the	DET
ijassa-718	7	2	model	model	NOUN
ijassa-718	7	3	includes	include	VERB
ijassa-718	7	4	three	three	NUM
ijassa-718	7	5	players	player	NOUN
ijassa-718	7	6	:	:	PUNCT
ijassa-718	7	7	us	us	PROPN
ijassa-718	7	8	shale	shale	NOUN
ijassa-718	7	9	companies	company	NOUN
ijassa-718	7	10	,	,	PUNCT
ijassa-718	7	11	opec+	opec+	PRON
ijassa-718	7	12	countries	country	NOUN
ijassa-718	7	13	(	(	PUNCT
ijassa-718	7	14	including	include	VERB
ijassa-718	7	15	russia	russia	PROPN
ijassa-718	7	16	)	)	PUNCT
ijassa-718	7	17	,	,	PUNCT
ijassa-718	7	18	and	and	CCONJ
ijassa-718	7	19	non	non	ADJ
ijassa-718	7	20	-	-	ADJ
ijassa-718	7	21	opec	opec	ADJ
ijassa-718	7	22	countries	country	NOUN
ijassa-718	7	23	(	(	PUNCT
ijassa-718	7	24	including	include	VERB
ijassa-718	7	25	conventional	conventional	ADJ
ijassa-718	7	26	us	us	PROPN
ijassa-718	7	27	oil	oil	NOUN
ijassa-718	7	28	production	production	NOUN
ijassa-718	7	29	)	)	PUNCT
ijassa-718	7	30	.	.	PUNCT
ijassa-718	8	1	the	the	DET
ijassa-718	8	2	research	research	NOUN
ijassa-718	8	3	methodology	methodology	NOUN
ijassa-718	8	4	is	be	AUX
ijassa-718	8	5	based	base	VERB
ijassa-718	8	6	on	on	ADP
ijassa-718	8	7	scenario	scenario	NOUN
ijassa-718	8	8	modeling	modeling	NOUN
ijassa-718	8	9	and	and	CCONJ
ijassa-718	8	10	analysis	analysis	NOUN
ijassa-718	8	11	of	of	ADP
ijassa-718	8	12	opec+	opec+	ADP
ijassa-718	8	13	strategies	strategy	NOUN
ijassa-718	8	14	for	for	ADP
ijassa-718	8	15	managing	manage	VERB
ijassa-718	8	16	the	the	DET
ijassa-718	8	17	supply	supply	NOUN
ijassa-718	8	18	and	and	CCONJ
ijassa-718	8	19	demand	demand	NOUN
ijassa-718	8	20	balance	balance	NOUN
ijassa-718	8	21	(	(	PUNCT
ijassa-718	8	22	decrease	decrease	NOUN
ijassa-718	8	23	or	or	CCONJ
ijassa-718	8	24	increase	increase	VERB
ijassa-718	8	25	in	in	ADP
ijassa-718	8	26	production	production	NOUN
ijassa-718	8	27	)	)	PUNCT
ijassa-718	8	28	for	for	ADP
ijassa-718	8	29	targeting	target	VERB
ijassa-718	8	30	oil	oil	NOUN
ijassa-718	8	31	prices	price	NOUN
ijassa-718	8	32	at	at	ADP
ijassa-718	8	33	specified	specified	ADJ
ijassa-718	8	34	target	target	NOUN
ijassa-718	8	35	levels	level	NOUN
ijassa-718	8	36	.	.	PUNCT
ijassa-718	9	1	we	we	PRON
ijassa-718	9	2	tried	try	VERB
ijassa-718	9	3	in	in	ADP
ijassa-718	9	4	this	this	DET
ijassa-718	9	5	study	study	NOUN
ijassa-718	9	6	to	to	PART
ijassa-718	9	7	answer	answer	VERB
ijassa-718	9	8	the	the	DET
ijassa-718	9	9	question	question	NOUN
ijassa-718	9	10	:	:	PUNCT
ijassa-718	9	11	is	be	AUX
ijassa-718	9	12	the	the	DET
ijassa-718	9	13	opec	opec	PROPN
ijassa-718	9	14	agreement	agreement	NOUN
ijassa-718	9	15	favorable	favorable	ADJ
ijassa-718	9	16	for	for	ADP
ijassa-718	9	17	russia	russia	PROPN
ijassa-718	9	18	?	?	PUNCT
ijassa-718	10	1	calculations	calculation	NOUN
ijassa-718	10	2	show	show	VERB
ijassa-718	10	3	that	that	SCONJ
ijassa-718	10	4	for	for	ADP
ijassa-718	10	5	russia	russia	PROPN
ijassa-718	10	6	,	,	PUNCT
ijassa-718	10	7	in	in	ADP
ijassa-718	10	8	terms	term	NOUN
ijassa-718	10	9	of	of	ADP
ijassa-718	10	10	maintaining	maintain	VERB
ijassa-718	10	11	market	market	NOUN
ijassa-718	10	12	share	share	NOUN
ijassa-718	10	13	,	,	PUNCT
ijassa-718	10	14	the	the	DET
ijassa-718	10	15	option	option	NOUN
ijassa-718	10	16	of	of	ADP
ijassa-718	10	17	targeting	target	VERB
ijassa-718	10	18	oil	oil	NOUN
ijassa-718	10	19	prices	price	NOUN
ijassa-718	10	20	at	at	ADP
ijassa-718	10	21	lower	low	ADJ
ijassa-718	10	22	levels	level	NOUN
ijassa-718	10	23	is	be	AUX
ijassa-718	10	24	the	the	DET
ijassa-718	10	25	most	most	ADV
ijassa-718	10	26	profitable	profitable	ADJ
ijassa-718	10	27	,	,	PUNCT
ijassa-718	10	28	but	but	CCONJ
ijassa-718	10	29	at	at	ADP
ijassa-718	10	30	the	the	DET
ijassa-718	10	31	same	same	ADJ
ijassa-718	10	32	time	time	NOUN
ijassa-718	10	33	,	,	PUNCT
ijassa-718	10	34	gross	gross	ADJ
ijassa-718	10	35	oil	oil	NOUN
ijassa-718	10	36	revenues	revenue	NOUN
ijassa-718	10	37	of	of	ADP
ijassa-718	10	38	russia	russia	PROPN
ijassa-718	10	39	are	be	AUX
ijassa-718	10	40	noticeably	noticeably	ADV
ijassa-718	10	41	reduced	reduce	VERB
ijassa-718	10	42	.	.	PUNCT
ijassa-718	11	1	keywords	keyword	NOUN
ijassa-718	11	2	:	:	PUNCT
ijassa-718	11	3	opec	opec	PROPN
ijassa-718	11	4	agreement	agreement	NOUN
ijassa-718	11	5	,	,	PUNCT
ijassa-718	11	6	oil	oil	NOUN
ijassa-718	11	7	market	market	NOUN
ijassa-718	11	8	models	model	NOUN
ijassa-718	11	9	,	,	PUNCT
ijassa-718	11	10	supply	supply	NOUN
ijassa-718	11	11	and	and	CCONJ
ijassa-718	11	12	demand	demand	NOUN
ijassa-718	11	13	balance	balance	NOUN
ijassa-718	11	14	.	.	PUNCT
ijassa-718	12	1	1	1	X
ijassa-718	12	2	.	.	X
ijassa-718	12	3	introduction	introduction	NOUN
ijassa-718	12	4	the	the	DET
ijassa-718	12	5	emergence	emergence	NOUN
ijassa-718	12	6	of	of	ADP
ijassa-718	12	7	fracking	fracke	VERB
ijassa-718	12	8	shale	shale	NOUN
ijassa-718	12	9	oil	oil	NOUN
ijassa-718	12	10	production	production	NOUN
ijassa-718	12	11	technology	technology	NOUN
ijassa-718	12	12	in	in	ADP
ijassa-718	12	13	the	the	DET
ijassa-718	12	14	united	united	PROPN
ijassa-718	12	15	states	states	PROPN
ijassa-718	12	16	has	have	AUX
ijassa-718	12	17	changed	change	VERB
ijassa-718	12	18	the	the	DET
ijassa-718	12	19	outlook	outlook	NOUN
ijassa-718	12	20	for	for	ADP
ijassa-718	12	21	the	the	DET
ijassa-718	12	22	global	global	ADJ
ijassa-718	12	23	petroleum	petroleum	NOUN
ijassa-718	12	24	industry	industry	NOUN
ijassa-718	12	25	in	in	ADP
ijassa-718	12	26	recent	recent	ADJ
ijassa-718	12	27	years	year	NOUN
ijassa-718	12	28	.	.	PUNCT
ijassa-718	13	1	it	it	PRON
ijassa-718	13	2	was	be	AUX
ijassa-718	13	3	the	the	DET
ijassa-718	13	4	us	us	PROPN
ijassa-718	13	5	shale	shale	NOUN
ijassa-718	13	6	industry	industry	NOUN
ijassa-718	13	7	that	that	PRON
ijassa-718	13	8	became	become	VERB
ijassa-718	13	9	the	the	DET
ijassa-718	13	10	main	main	ADJ
ijassa-718	13	11	reason	reason	NOUN
ijassa-718	13	12	for	for	ADP
ijassa-718	13	13	the	the	DET
ijassa-718	13	14	sharp	sharp	ADJ
ijassa-718	13	15	increase	increase	NOUN
ijassa-718	13	16	in	in	ADP
ijassa-718	13	17	oil	oil	NOUN
ijassa-718	13	18	supply	supply	NOUN
ijassa-718	13	19	in	in	ADP
ijassa-718	13	20	the	the	DET
ijassa-718	13	21	market	market	NOUN
ijassa-718	13	22	in	in	ADP
ijassa-718	13	23	2013	2013	NUM
ijassa-718	13	24	-	-	SYM
ijassa-718	13	25	2015	2015	NUM
ijassa-718	13	26	,	,	PUNCT
ijassa-718	13	27	which	which	PRON
ijassa-718	13	28	led	lead	VERB
ijassa-718	13	29	to	to	ADP
ijassa-718	13	30	a	a	DET
ijassa-718	13	31	sharp	sharp	ADJ
ijassa-718	13	32	drop	drop	NOUN
ijassa-718	13	33	in	in	ADP
ijassa-718	13	34	oil	oil	NOUN
ijassa-718	13	35	prices	price	NOUN
ijassa-718	13	36	to	to	ADP
ijassa-718	13	37	30	30	NUM
ijassa-718	13	38	usd	usd	NOUN
ijassa-718	13	39	/	/	SYM
ijassa-718	13	40	bbl	bbl	NOUN
ijassa-718	13	41	in	in	ADP
ijassa-718	13	42	mid-2014	mid-2014	NOUN
ijassa-718	13	43	.	.	PUNCT
ijassa-718	14	1	fig	fig	NOUN
ijassa-718	14	2	.	.	PUNCT
ijassa-718	15	1	1	1	X
ijassa-718	15	2	.	.	X
ijassa-718	15	3	us	us	PROPN
ijassa-718	15	4	oil	oil	NOUN
ijassa-718	15	5	production	production	NOUN
ijassa-718	15	6	dynamics	dynamic	NOUN
ijassa-718	15	7	.	.	PUNCT
ijassa-718	16	1	*	*	PUNCT
ijassa-718	16	2	corresponding	correspond	VERB
ijassa-718	16	3	author	author	NOUN
ijassa-718	16	4	:	:	PUNCT
ijassa-718	16	5	akinf@ipu.ru	akinf@ipu.ru	PROPN
ijassa-718	16	6	mailto:akinf@ipu.ru	mailto:akinf@ipu.ru	VERB
ijassa-718	16	7	132	132	NUM
ijassa-718	16	8	v.	v.	ADP
ijassa-718	16	9	akinfiev	akinfiev	PROPN
ijassa-718	16	10	copyright	copyright	NOUN
ijassa-718	16	11	©	©	PROPN
ijassa-718	16	12	2019	2019	NUM
ijassa-718	16	13	assa	assa	PROPN
ijassa-718	16	14	adv	adv	PROPN
ijassa-718	16	15	.	.	PUNCT
ijassa-718	17	1	in	in	ADP
ijassa-718	17	2	systems	system	NOUN
ijassa-718	17	3	science	science	NOUN
ijassa-718	17	4	and	and	CCONJ
ijassa-718	17	5	appl	appl	NOUN
ijassa-718	17	6	.	.	PUNCT
ijassa-718	18	1	(	(	PUNCT
ijassa-718	18	2	2019	2019	NUM
ijassa-718	18	3	)	)	PUNCT
ijassa-718	18	4	figure	figure	NOUN
ijassa-718	18	5	1	1	NUM
ijassa-718	18	6	plots	plot	NOUN
ijassa-718	18	7	the	the	DET
ijassa-718	18	8	dynamics	dynamic	NOUN
ijassa-718	18	9	of	of	ADP
ijassa-718	18	10	the	the	DET
ijassa-718	18	11	us	us	PROPN
ijassa-718	18	12	crude	crude	ADJ
ijassa-718	18	13	oil	oil	NOUN
ijassa-718	18	14	production	production	NOUN
ijassa-718	18	15	,	,	PUNCT
ijassa-718	18	16	for	for	ADP
ijassa-718	18	17	1985	1985	NUM
ijassa-718	18	18	-	-	SYM
ijassa-718	18	19	2015	2015	NUM
ijassa-718	18	20	(	(	PUNCT
ijassa-718	18	21	in	in	ADP
ijassa-718	18	22	million	million	NUM
ijassa-718	18	23	barrels	barrel	NOUN
ijassa-718	18	24	per	per	ADP
ijassa-718	18	25	day	day	NOUN
ijassa-718	18	26	)	)	PUNCT
ijassa-718	18	27	.	.	PUNCT
ijassa-718	19	1	source	source	NOUN
ijassa-718	19	2	:	:	PUNCT
ijassa-718	19	3	u.s	u.s	PROPN
ijassa-718	19	4	.	.	PROPN
ijassa-718	19	5	energy	energy	PROPN
ijassa-718	19	6	information	information	PROPN
ijassa-718	19	7	administration	administration	PROPN
ijassa-718	19	8	(	(	PUNCT
ijassa-718	19	9	eia	eia	PROPN
ijassa-718	19	10	)	)	PUNCT
ijassa-718	19	11	,	,	PUNCT
ijassa-718	19	12	2015	2015	NUM
ijassa-718	19	13	.	.	PUNCT
ijassa-718	20	1	the	the	DET
ijassa-718	20	2	explosive	explosive	ADJ
ijassa-718	20	3	growth	growth	NOUN
ijassa-718	20	4	of	of	ADP
ijassa-718	20	5	shale	shale	NOUN
ijassa-718	20	6	oil	oil	NOUN
ijassa-718	20	7	production	production	NOUN
ijassa-718	20	8	in	in	ADP
ijassa-718	20	9	the	the	DET
ijassa-718	20	10	united	united	PROPN
ijassa-718	20	11	states	states	PROPN
ijassa-718	20	12	in	in	ADP
ijassa-718	20	13	2013	2013	NUM
ijassa-718	20	14	-	-	SYM
ijassa-718	20	15	2015	2015	NUM
ijassa-718	20	16	came	come	VERB
ijassa-718	20	17	as	as	ADP
ijassa-718	20	18	a	a	DET
ijassa-718	20	19	surprise	surprise	NOUN
ijassa-718	20	20	to	to	ADP
ijassa-718	20	21	the	the	DET
ijassa-718	20	22	market	market	NOUN
ijassa-718	20	23	.	.	PUNCT
ijassa-718	21	1	in	in	ADP
ijassa-718	21	2	2015	2015	NUM
ijassa-718	21	3	,	,	PUNCT
ijassa-718	21	4	the	the	DET
ijassa-718	21	5	volume	volume	NOUN
ijassa-718	21	6	of	of	ADP
ijassa-718	21	7	shale	shale	NOUN
ijassa-718	21	8	oil	oil	NOUN
ijassa-718	21	9	produced	produce	VERB
ijassa-718	21	10	in	in	ADP
ijassa-718	21	11	the	the	DET
ijassa-718	21	12	united	united	PROPN
ijassa-718	21	13	states	states	PROPN
ijassa-718	21	14	almost	almost	ADV
ijassa-718	21	15	reached	reach	VERB
ijassa-718	21	16	the	the	DET
ijassa-718	21	17	level	level	NOUN
ijassa-718	21	18	of	of	ADP
ijassa-718	21	19	traditionally	traditionally	ADV
ijassa-718	21	20	produced	produce	VERB
ijassa-718	21	21	oil	oil	NOUN
ijassa-718	21	22	more	more	ADJ
ijassa-718	21	23	than	than	ADP
ijassa-718	21	24	4.5	4.5	NUM
ijassa-718	21	25	million	million	NUM
ijassa-718	21	26	barrels	barrel	NOUN
ijassa-718	21	27	per	per	ADP
ijassa-718	21	28	day	day	NOUN
ijassa-718	21	29	.	.	PUNCT
ijassa-718	22	1	for	for	ADP
ijassa-718	22	2	reference	reference	NOUN
ijassa-718	22	3	,	,	PUNCT
ijassa-718	22	4	it	it	PRON
ijassa-718	22	5	is	be	AUX
ijassa-718	22	6	almost	almost	ADV
ijassa-718	22	7	half	half	NOUN
ijassa-718	22	8	of	of	ADP
ijassa-718	22	9	the	the	DET
ijassa-718	22	10	volume	volume	NOUN
ijassa-718	22	11	of	of	ADP
ijassa-718	22	12	oil	oil	NOUN
ijassa-718	22	13	production	production	NOUN
ijassa-718	22	14	in	in	ADP
ijassa-718	22	15	saudi	saudi	PROPN
ijassa-718	22	16	arabia	arabia	PROPN
ijassa-718	22	17	or	or	CCONJ
ijassa-718	22	18	russia	russia	PROPN
ijassa-718	22	19	.	.	PUNCT
ijassa-718	23	1	if	if	SCONJ
ijassa-718	23	2	in	in	ADP
ijassa-718	23	3	the	the	DET
ijassa-718	23	4	period	period	NOUN
ijassa-718	23	5	up	up	ADP
ijassa-718	23	6	to	to	ADP
ijassa-718	23	7	2013	2013	NUM
ijassa-718	23	8	,	,	PUNCT
ijassa-718	23	9	the	the	DET
ijassa-718	23	10	increase	increase	NOUN
ijassa-718	23	11	in	in	ADP
ijassa-718	23	12	oil	oil	NOUN
ijassa-718	23	13	supply	supply	NOUN
ijassa-718	23	14	on	on	ADP
ijassa-718	23	15	the	the	DET
ijassa-718	23	16	market	market	NOUN
ijassa-718	23	17	was	be	AUX
ijassa-718	23	18	offset	offset	VERB
ijassa-718	23	19	by	by	ADP
ijassa-718	23	20	an	an	DET
ijassa-718	23	21	increase	increase	NOUN
ijassa-718	23	22	in	in	ADP
ijassa-718	23	23	demand	demand	NOUN
ijassa-718	23	24	,	,	PUNCT
ijassa-718	23	25	in	in	ADP
ijassa-718	23	26	2014	2014	NUM
ijassa-718	23	27	oil	oil	NOUN
ijassa-718	23	28	consumption	consumption	NOUN
ijassa-718	23	29	grew	grow	VERB
ijassa-718	23	30	at	at	ADP
ijassa-718	23	31	a	a	DET
ijassa-718	23	32	lower	low	ADJ
ijassa-718	23	33	rate	rate	NOUN
ijassa-718	23	34	,	,	PUNCT
ijassa-718	23	35	and	and	CCONJ
ijassa-718	23	36	the	the	DET
ijassa-718	23	37	difference	difference	NOUN
ijassa-718	23	38	between	between	ADP
ijassa-718	23	39	supply	supply	NOUN
ijassa-718	23	40	and	and	CCONJ
ijassa-718	23	41	demand	demand	NOUN
ijassa-718	23	42	reached	reach	VERB
ijassa-718	23	43	1.5	1.5	NUM
ijassa-718	23	44	-	-	SYM
ijassa-718	23	45	2.0	2.0	NUM
ijassa-718	23	46	million	million	NUM
ijassa-718	23	47	barrels	barrel	NOUN
ijassa-718	23	48	per	per	ADP
ijassa-718	23	49	day	day	NOUN
ijassa-718	23	50	.	.	PUNCT
ijassa-718	24	1	such	such	DET
ijassa-718	24	2	an	an	DET
ijassa-718	24	3	imbalance	imbalance	NOUN
ijassa-718	24	4	of	of	ADP
ijassa-718	24	5	supply	supply	NOUN
ijassa-718	24	6	and	and	CCONJ
ijassa-718	24	7	demand	demand	NOUN
ijassa-718	24	8	led	lead	VERB
ijassa-718	24	9	to	to	ADP
ijassa-718	24	10	a	a	DET
ijassa-718	24	11	shock	shock	NOUN
ijassa-718	24	12	reduction	reduction	NOUN
ijassa-718	24	13	in	in	ADP
ijassa-718	24	14	the	the	DET
ijassa-718	24	15	price	price	NOUN
ijassa-718	24	16	of	of	ADP
ijassa-718	24	17	oil	oil	NOUN
ijassa-718	24	18	.	.	PUNCT
ijassa-718	25	1	opec	opec	PROPN
ijassa-718	25	2	could	could	AUX
ijassa-718	25	3	reduce	reduce	VERB
ijassa-718	25	4	the	the	DET
ijassa-718	25	5	level	level	NOUN
ijassa-718	25	6	of	of	ADP
ijassa-718	25	7	oil	oil	NOUN
ijassa-718	25	8	production	production	NOUN
ijassa-718	25	9	and	and	CCONJ
ijassa-718	25	10	thus	thus	ADV
ijassa-718	25	11	eliminate	eliminate	VERB
ijassa-718	25	12	the	the	DET
ijassa-718	25	13	excess	excess	ADJ
ijassa-718	25	14	supply	supply	NOUN
ijassa-718	25	15	,	,	PUNCT
ijassa-718	25	16	which	which	PRON
ijassa-718	25	17	would	would	AUX
ijassa-718	25	18	help	help	VERB
ijassa-718	25	19	the	the	DET
ijassa-718	25	20	price	price	NOUN
ijassa-718	25	21	to	to	PART
ijassa-718	25	22	return	return	VERB
ijassa-718	25	23	to	to	ADP
ijassa-718	25	24	a	a	DET
ijassa-718	25	25	higher	high	ADJ
ijassa-718	25	26	level	level	NOUN
ijassa-718	25	27	.	.	PUNCT
ijassa-718	26	1	however	however	ADV
ijassa-718	26	2	,	,	PUNCT
ijassa-718	26	3	in	in	ADP
ijassa-718	26	4	2014	2014	NUM
ijassa-718	26	5	,	,	PUNCT
ijassa-718	26	6	opec	opec	PROPN
ijassa-718	26	7	abandoned	abandon	VERB
ijassa-718	26	8	the	the	DET
ijassa-718	26	9	use	use	NOUN
ijassa-718	26	10	of	of	ADP
ijassa-718	26	11	such	such	DET
ijassa-718	26	12	a	a	DET
ijassa-718	26	13	strategy	strategy	NOUN
ijassa-718	26	14	.	.	PUNCT
ijassa-718	27	1	this	this	DET
ijassa-718	27	2	decision	decision	NOUN
ijassa-718	27	3	is	be	AUX
ijassa-718	27	4	aimed	aim	VERB
ijassa-718	27	5	at	at	ADP
ijassa-718	27	6	maintaining	maintain	VERB
ijassa-718	27	7	its	its	PRON
ijassa-718	27	8	share	share	NOUN
ijassa-718	27	9	by	by	ADP
ijassa-718	27	10	lowering	lower	VERB
ijassa-718	27	11	oil	oil	NOUN
ijassa-718	27	12	prices	price	NOUN
ijassa-718	27	13	.	.	PUNCT
ijassa-718	28	1	shale	shale	NOUN
ijassa-718	28	2	oil	oil	NOUN
ijassa-718	28	3	producers	producer	NOUN
ijassa-718	28	4	reacted	react	VERB
ijassa-718	28	5	to	to	ADP
ijassa-718	28	6	the	the	DET
ijassa-718	28	7	decline	decline	NOUN
ijassa-718	28	8	in	in	ADP
ijassa-718	28	9	oil	oil	NOUN
ijassa-718	28	10	prices	price	NOUN
ijassa-718	28	11	by	by	ADP
ijassa-718	28	12	lowering	lower	VERB
ijassa-718	28	13	drilling	drilling	NOUN
ijassa-718	28	14	volumes	volume	NOUN
ijassa-718	28	15	at	at	ADP
ijassa-718	28	16	the	the	DET
ijassa-718	28	17	least	least	ADV
ijassa-718	28	18	profitable	profitable	ADJ
ijassa-718	28	19	fields	field	NOUN
ijassa-718	28	20	:	:	PUNCT
ijassa-718	28	21	the	the	DET
ijassa-718	28	22	number	number	NOUN
ijassa-718	28	23	of	of	ADP
ijassa-718	28	24	active	active	ADJ
ijassa-718	28	25	drilling	drilling	NOUN
ijassa-718	28	26	rigs	rig	NOUN
ijassa-718	28	27	almost	almost	ADV
ijassa-718	28	28	halved	halve	VERB
ijassa-718	28	29	by	by	ADP
ijassa-718	28	30	2016	2016	NUM
ijassa-718	28	31	.	.	PUNCT
ijassa-718	29	1	but	but	CCONJ
ijassa-718	29	2	by	by	ADP
ijassa-718	29	3	2016	2016	NUM
ijassa-718	29	4	,	,	PUNCT
ijassa-718	29	5	the	the	DET
ijassa-718	29	6	world	world	NOUN
ijassa-718	29	7	oil	oil	NOUN
ijassa-718	29	8	market	market	NOUN
ijassa-718	29	9	has	have	AUX
ijassa-718	29	10	moved	move	VERB
ijassa-718	29	11	from	from	ADP
ijassa-718	29	12	the	the	DET
ijassa-718	29	13	phase	phase	NOUN
ijassa-718	29	14	of	of	ADP
ijassa-718	29	15	competition	competition	NOUN
ijassa-718	29	16	and	and	CCONJ
ijassa-718	29	17	the	the	DET
ijassa-718	29	18	price	price	NOUN
ijassa-718	29	19	war	war	NOUN
ijassa-718	29	20	of	of	ADP
ijassa-718	29	21	2014–2015	2014–2015	NUM
ijassa-718	29	22	to	to	ADP
ijassa-718	29	23	market	market	NOUN
ijassa-718	29	24	regulation	regulation	NOUN
ijassa-718	29	25	aimed	aim	VERB
ijassa-718	29	26	at	at	ADP
ijassa-718	29	27	stabilizing	stabilize	VERB
ijassa-718	29	28	prices	price	NOUN
ijassa-718	29	29	at	at	ADP
ijassa-718	29	30	the	the	DET
ijassa-718	29	31	desired	desire	VERB
ijassa-718	29	32	levels	level	NOUN
ijassa-718	29	33	.	.	PUNCT
ijassa-718	30	1	therefore	therefore	ADV
ijassa-718	30	2	,	,	PUNCT
ijassa-718	30	3	in	in	ADP
ijassa-718	30	4	november	november	PROPN
ijassa-718	30	5	2016	2016	NUM
ijassa-718	30	6	,	,	PUNCT
ijassa-718	30	7	opec	opec	PROPN
ijassa-718	30	8	agreed	agree	VERB
ijassa-718	30	9	to	to	PART
ijassa-718	30	10	reduce	reduce	VERB
ijassa-718	30	11	oil	oil	NOUN
ijassa-718	30	12	production	production	NOUN
ijassa-718	30	13	by	by	ADP
ijassa-718	30	14	1.2	1.2	NUM
ijassa-718	30	15	million	million	NUM
ijassa-718	30	16	barrels	barrel	NOUN
ijassa-718	30	17	per	per	ADP
ijassa-718	30	18	day	day	NOUN
ijassa-718	30	19	.	.	PUNCT
ijassa-718	31	1	in	in	ADP
ijassa-718	31	2	december	december	PROPN
ijassa-718	31	3	,	,	PUNCT
ijassa-718	31	4	another	another	DET
ijassa-718	31	5	11	11	NUM
ijassa-718	31	6	non	non	ADJ
ijassa-718	31	7	-	-	ADJ
ijassa-718	31	8	opec	opec	ADJ
ijassa-718	31	9	countries	country	NOUN
ijassa-718	31	10	,	,	PUNCT
ijassa-718	31	11	including	include	VERB
ijassa-718	31	12	russia	russia	PROPN
ijassa-718	31	13	,	,	PUNCT
ijassa-718	31	14	joined	join	VERB
ijassa-718	31	15	the	the	DET
ijassa-718	31	16	agreement	agreement	NOUN
ijassa-718	31	17	.	.	PUNCT
ijassa-718	32	1	the	the	DET
ijassa-718	32	2	parties	party	NOUN
ijassa-718	32	3	to	to	ADP
ijassa-718	32	4	the	the	DET
ijassa-718	32	5	agreement	agreement	NOUN
ijassa-718	32	6	agreed	agree	VERB
ijassa-718	32	7	to	to	PART
ijassa-718	32	8	reduce	reduce	VERB
ijassa-718	32	9	production	production	NOUN
ijassa-718	32	10	by	by	ADP
ijassa-718	32	11	1.75	1.75	NUM
ijassa-718	32	12	million	million	NUM
ijassa-718	32	13	barrels	barrel	NOUN
ijassa-718	32	14	per	per	ADP
ijassa-718	32	15	day	day	NOUN
ijassa-718	32	16	compared	compare	VERB
ijassa-718	32	17	with	with	ADP
ijassa-718	32	18	the	the	DET
ijassa-718	32	19	level	level	NOUN
ijassa-718	32	20	of	of	ADP
ijassa-718	32	21	october	october	PROPN
ijassa-718	32	22	2016	2016	NUM
ijassa-718	32	23	.	.	PUNCT
ijassa-718	33	1	a	a	DET
ijassa-718	33	2	similar	similar	ADJ
ijassa-718	33	3	decision	decision	NOUN
ijassa-718	33	4	was	be	AUX
ijassa-718	33	5	made	make	VERB
ijassa-718	33	6	in	in	ADP
ijassa-718	33	7	december	december	PROPN
ijassa-718	33	8	2018	2018	NUM
ijassa-718	33	9	.	.	PUNCT
ijassa-718	34	1	according	accord	VERB
ijassa-718	34	2	to	to	ADP
ijassa-718	34	3	it	it	PRON
ijassa-718	34	4	,	,	PUNCT
ijassa-718	34	5	the	the	DET
ijassa-718	34	6	opec	opec	PROPN
ijassa-718	34	7	+	+	NUM
ijassa-718	34	8	countries	country	NOUN
ijassa-718	34	9	,	,	PUNCT
ijassa-718	34	10	including	include	VERB
ijassa-718	34	11	russia	russia	PROPN
ijassa-718	34	12	,	,	PUNCT
ijassa-718	34	13	decided	decide	VERB
ijassa-718	34	14	to	to	PART
ijassa-718	34	15	reduce	reduce	VERB
ijassa-718	34	16	oil	oil	NOUN
ijassa-718	34	17	production	production	NOUN
ijassa-718	34	18	by	by	ADP
ijassa-718	34	19	1.2	1.2	NUM
ijassa-718	34	20	million	million	NUM
ijassa-718	34	21	barrels	barrel	NOUN
ijassa-718	34	22	per	per	ADP
ijassa-718	34	23	day	day	NOUN
ijassa-718	34	24	.	.	PUNCT
ijassa-718	35	1	the	the	DET
ijassa-718	35	2	target	target	NOUN
ijassa-718	35	3	for	for	ADP
ijassa-718	35	4	the	the	DET
ijassa-718	35	5	oil	oil	NOUN
ijassa-718	35	6	price	price	NOUN
ijassa-718	35	7	set	set	VERB
ijassa-718	35	8	by	by	ADP
ijassa-718	35	9	the	the	DET
ijassa-718	35	10	agreement	agreement	NOUN
ijassa-718	35	11	was	be	AUX
ijassa-718	35	12	70	70	NUM
ijassa-718	35	13	+	+	CCONJ
ijassa-718	35	14	usd	usd	PROPN
ijassa-718	35	15	/	/	SYM
ijassa-718	35	16	bbl	bbl	NOUN
ijassa-718	35	17	.	.	PUNCT
ijassa-718	36	1	saudi	saudi	PROPN
ijassa-718	36	2	arabia	arabia	PROPN
ijassa-718	36	3	and	and	CCONJ
ijassa-718	36	4	other	other	ADJ
ijassa-718	36	5	opec	opec	PROPN
ijassa-718	36	6	members	member	NOUN
ijassa-718	36	7	in	in	ADP
ijassa-718	36	8	the	the	DET
ijassa-718	36	9	current	current	ADJ
ijassa-718	36	10	situation	situation	NOUN
ijassa-718	36	11	are	be	AUX
ijassa-718	36	12	counting	count	VERB
ijassa-718	36	13	on	on	ADP
ijassa-718	36	14	cooperation	cooperation	NOUN
ijassa-718	36	15	with	with	ADP
ijassa-718	36	16	oil	oil	NOUN
ijassa-718	36	17	-	-	PUNCT
ijassa-718	36	18	producing	produce	VERB
ijassa-718	36	19	countries	country	NOUN
ijassa-718	36	20	led	lead	VERB
ijassa-718	36	21	by	by	ADP
ijassa-718	36	22	russia	russia	PROPN
ijassa-718	36	23	,	,	PUNCT
ijassa-718	36	24	which	which	PRON
ijassa-718	36	25	will	will	AUX
ijassa-718	36	26	help	help	VERB
ijassa-718	36	27	reduce	reduce	VERB
ijassa-718	36	28	the	the	DET
ijassa-718	36	29	negative	negative	ADJ
ijassa-718	36	30	effects	effect	NOUN
ijassa-718	36	31	of	of	ADP
ijassa-718	36	32	the	the	DET
ijassa-718	36	33	american	american	PROPN
ijassa-718	36	34	shale	shale	PROPN
ijassa-718	36	35	revolution	revolution	PROPN
ijassa-718	36	36	on	on	ADP
ijassa-718	36	37	the	the	DET
ijassa-718	36	38	world	world	NOUN
ijassa-718	36	39	oil	oil	NOUN
ijassa-718	36	40	market	market	NOUN
ijassa-718	36	41	.	.	PUNCT
ijassa-718	37	1	opec	opec	PROPN
ijassa-718	37	2	+	+	NUM
ijassa-718	37	3	solutions	solution	NOUN
ijassa-718	37	4	aimed	aim	VERB
ijassa-718	37	5	at	at	ADP
ijassa-718	37	6	restoring	restore	VERB
ijassa-718	37	7	the	the	DET
ijassa-718	37	8	balance	balance	NOUN
ijassa-718	37	9	of	of	ADP
ijassa-718	37	10	supply	supply	NOUN
ijassa-718	37	11	and	and	CCONJ
ijassa-718	37	12	demand	demand	NOUN
ijassa-718	37	13	in	in	ADP
ijassa-718	37	14	the	the	DET
ijassa-718	37	15	oil	oil	NOUN
ijassa-718	37	16	market	market	NOUN
ijassa-718	37	17	can	can	AUX
ijassa-718	37	18	be	be	AUX
ijassa-718	37	19	quite	quite	ADV
ijassa-718	37	20	effective	effective	ADJ
ijassa-718	37	21	.	.	PUNCT
ijassa-718	38	1	the	the	DET
ijassa-718	38	2	reduction	reduction	NOUN
ijassa-718	38	3	in	in	ADP
ijassa-718	38	4	production	production	NOUN
ijassa-718	38	5	of	of	ADP
ijassa-718	38	6	opec	opec	PROPN
ijassa-718	38	7	+	+	CCONJ
ijassa-718	38	8	leads	lead	VERB
ijassa-718	38	9	to	to	ADP
ijassa-718	38	10	an	an	DET
ijassa-718	38	11	increase	increase	NOUN
ijassa-718	38	12	in	in	ADP
ijassa-718	38	13	reserve	reserve	NOUN
ijassa-718	38	14	production	production	NOUN
ijassa-718	38	15	capacity	capacity	NOUN
ijassa-718	38	16	,	,	PUNCT
ijassa-718	38	17	which	which	PRON
ijassa-718	38	18	reduces	reduce	VERB
ijassa-718	38	19	price	price	NOUN
ijassa-718	38	20	volatility	volatility	NOUN
ijassa-718	38	21	.	.	PUNCT
ijassa-718	39	1	nevertheless	nevertheless	ADV
ijassa-718	39	2	,	,	PUNCT
ijassa-718	39	3	thanks	thank	NOUN
ijassa-718	39	4	to	to	ADP
ijassa-718	39	5	the	the	DET
ijassa-718	39	6	implementation	implementation	NOUN
ijassa-718	39	7	of	of	ADP
ijassa-718	39	8	the	the	DET
ijassa-718	39	9	opec	opec	PROPN
ijassa-718	39	10	+	+	CCONJ
ijassa-718	39	11	strategy	strategy	NOUN
ijassa-718	39	12	to	to	PART
ijassa-718	39	13	regulate	regulate	VERB
ijassa-718	39	14	the	the	DET
ijassa-718	39	15	market	market	NOUN
ijassa-718	39	16	,	,	PUNCT
ijassa-718	39	17	shale	shale	NOUN
ijassa-718	39	18	oil	oil	NOUN
ijassa-718	39	19	companies	company	NOUN
ijassa-718	39	20	can	can	AUX
ijassa-718	39	21	develop	develop	VERB
ijassa-718	39	22	and	and	CCONJ
ijassa-718	39	23	increase	increase	VERB
ijassa-718	39	24	production	production	NOUN
ijassa-718	39	25	at	at	ADP
ijassa-718	39	26	high	high	ADJ
ijassa-718	39	27	rates	rate	NOUN
ijassa-718	39	28	.	.	PUNCT
ijassa-718	40	1	according	accord	VERB
ijassa-718	40	2	to	to	ADP
ijassa-718	40	3	the	the	DET
ijassa-718	40	4	opec	opec	PROPN
ijassa-718	40	5	forecast	forecast	NOUN
ijassa-718	40	6	,	,	PUNCT
ijassa-718	40	7	the	the	DET
ijassa-718	40	8	annual	annual	ADJ
ijassa-718	40	9	growth	growth	NOUN
ijassa-718	40	10	of	of	ADP
ijassa-718	40	11	shale	shale	NOUN
ijassa-718	40	12	oil	oil	NOUN
ijassa-718	40	13	production	production	NOUN
ijassa-718	40	14	is	be	AUX
ijassa-718	40	15	expected	expect	VERB
ijassa-718	40	16	on	on	ADP
ijassa-718	40	17	average	average	ADJ
ijassa-718	40	18	by	by	ADP
ijassa-718	40	19	1.4	1.4	NUM
ijassa-718	40	20	million	million	NUM
ijassa-718	40	21	barrels	barrel	NOUN
ijassa-718	40	22	per	per	ADP
ijassa-718	40	23	day	day	NOUN
ijassa-718	40	24	in	in	ADP
ijassa-718	40	25	2019	2019	NUM
ijassa-718	40	26	-	-	SYM
ijassa-718	40	27	2020	2020	NUM
ijassa-718	40	28	[	[	X
ijassa-718	40	29	10	10	NUM
ijassa-718	40	30	]	]	PUNCT
ijassa-718	40	31	.	.	PUNCT
ijassa-718	41	1	then	then	ADV
ijassa-718	41	2	,	,	PUNCT
ijassa-718	41	3	after	after	ADP
ijassa-718	41	4	2023	2023	NUM
ijassa-718	41	5	,	,	PUNCT
ijassa-718	41	6	a	a	DET
ijassa-718	41	7	slowdown	slowdown	NOUN
ijassa-718	41	8	in	in	ADP
ijassa-718	41	9	the	the	DET
ijassa-718	41	10	growth	growth	NOUN
ijassa-718	41	11	of	of	ADP
ijassa-718	41	12	shale	shale	NOUN
ijassa-718	41	13	oil	oil	NOUN
ijassa-718	41	14	production	production	NOUN
ijassa-718	41	15	in	in	ADP
ijassa-718	41	16	the	the	DET
ijassa-718	41	17	united	united	PROPN
ijassa-718	41	18	states	states	PROPN
ijassa-718	41	19	is	be	AUX
ijassa-718	41	20	predicted	predict	VERB
ijassa-718	41	21	.	.	PUNCT
ijassa-718	42	1	in	in	ADP
ijassa-718	42	2	the	the	DET
ijassa-718	42	3	period	period	NOUN
ijassa-718	42	4	2027	2027	NUM
ijassa-718	42	5	-	-	SYM
ijassa-718	42	6	2028	2028	NUM
ijassa-718	42	7	peak	peak	NOUN
ijassa-718	42	8	shale	shale	NOUN
ijassa-718	42	9	oil	oil	NOUN
ijassa-718	42	10	production	production	NOUN
ijassa-718	42	11	is	be	AUX
ijassa-718	42	12	projected	project	VERB
ijassa-718	42	13	at	at	ADP
ijassa-718	42	14	14.3	14.3	NUM
ijassa-718	42	15	million	million	NUM
ijassa-718	42	16	barrels	barrel	NOUN
ijassa-718	42	17	per	per	ADP
ijassa-718	42	18	day	day	NOUN
ijassa-718	42	19	(	(	PUNCT
ijassa-718	42	20	or	or	CCONJ
ijassa-718	42	21	approximately	approximately	ADV
ijassa-718	42	22	13.5	13.5	NUM
ijassa-718	42	23	%	%	NOUN
ijassa-718	42	24	of	of	ADP
ijassa-718	42	25	the	the	DET
ijassa-718	42	26	market	market	NOUN
ijassa-718	42	27	share	share	NOUN
ijassa-718	42	28	)	)	PUNCT
ijassa-718	42	29	.	.	PUNCT
ijassa-718	43	1	then	then	ADV
ijassa-718	43	2	,	,	PUNCT
ijassa-718	43	3	by	by	ADP
ijassa-718	43	4	2040	2040	NUM
ijassa-718	43	5	,	,	PUNCT
ijassa-718	43	6	production	production	NOUN
ijassa-718	43	7	will	will	AUX
ijassa-718	43	8	drop	drop	VERB
ijassa-718	43	9	to	to	ADP
ijassa-718	43	10	12.1	12.1	NUM
ijassa-718	43	11	million	million	NUM
ijassa-718	43	12	barrels	barrel	NOUN
ijassa-718	43	13	per	per	ADP
ijassa-718	43	14	day	day	NOUN
ijassa-718	43	15	(	(	PUNCT
ijassa-718	43	16	approximately	approximately	ADV
ijassa-718	43	17	10.5	10.5	NUM
ijassa-718	43	18	%	%	NOUN
ijassa-718	43	19	of	of	ADP
ijassa-718	43	20	the	the	DET
ijassa-718	43	21	market	market	NOUN
ijassa-718	43	22	share	share	NOUN
ijassa-718	43	23	)	)	PUNCT
ijassa-718	43	24	.	.	PUNCT
ijassa-718	44	1	for	for	ADP
ijassa-718	44	2	comparison	comparison	NOUN
ijassa-718	44	3	,	,	PUNCT
ijassa-718	44	4	in	in	ADP
ijassa-718	44	5	2018	2018	NUM
ijassa-718	44	6	,	,	PUNCT
ijassa-718	44	7	shale	shale	NOUN
ijassa-718	44	8	oil	oil	NOUN
ijassa-718	44	9	production	production	NOUN
ijassa-718	44	10	in	in	ADP
ijassa-718	44	11	the	the	DET
ijassa-718	44	12	united	united	PROPN
ijassa-718	44	13	states	states	PROPN
ijassa-718	44	14	reached	reach	VERB
ijassa-718	44	15	7.5	7.5	NUM
ijassa-718	44	16	million	million	NUM
ijassa-718	44	17	barrels	barrel	NOUN
ijassa-718	44	18	per	per	ADP
ijassa-718	44	19	day	day	NOUN
ijassa-718	44	20	,	,	PUNCT
ijassa-718	44	21	which	which	PRON
ijassa-718	44	22	accounted	account	VERB
ijassa-718	44	23	for	for	ADP
ijassa-718	44	24	about	about	ADV
ijassa-718	44	25	7.5	7.5	NUM
ijassa-718	44	26	%	%	NOUN
ijassa-718	44	27	of	of	ADP
ijassa-718	44	28	the	the	DET
ijassa-718	44	29	market	market	NOUN
ijassa-718	44	30	share	share	NOUN
ijassa-718	45	1	[	[	X
ijassa-718	45	2	10	10	NUM
ijassa-718	45	3	]	]	PUNCT
ijassa-718	45	4	.	.	PUNCT
ijassa-718	46	1	opec	opec	PROPN
ijassa-718	46	2	also	also	ADV
ijassa-718	46	3	expects	expect	VERB
ijassa-718	46	4	growth	growth	NOUN
ijassa-718	46	5	in	in	ADP
ijassa-718	46	6	global	global	ADJ
ijassa-718	46	7	oil	oil	NOUN
ijassa-718	46	8	demand	demand	NOUN
ijassa-718	46	9	in	in	ADP
ijassa-718	46	10	the	the	DET
ijassa-718	46	11	medium	medium	ADJ
ijassa-718	46	12	term	term	NOUN
ijassa-718	46	13	by	by	ADP
ijassa-718	46	14	1.2	1.2	NUM
ijassa-718	46	15	million	million	NUM
ijassa-718	46	16	barrels	barrel	NOUN
ijassa-718	46	17	per	per	ADP
ijassa-718	46	18	day	day	NOUN
ijassa-718	46	19	to	to	ADP
ijassa-718	46	20	104.5	104.5	NUM
ijassa-718	46	21	million	million	NUM
ijassa-718	46	22	barrels	barrel	NOUN
ijassa-718	46	23	per	per	ADP
ijassa-718	46	24	day	day	NOUN
ijassa-718	46	25	by	by	ADP
ijassa-718	46	26	2023	2023	NUM
ijassa-718	46	27	.	.	PUNCT
ijassa-718	47	1	then	then	ADV
ijassa-718	47	2	,	,	PUNCT
ijassa-718	47	3	a	a	DET
ijassa-718	47	4	“	"	PUNCT
ijassa-718	47	5	gradual	gradual	ADJ
ijassa-718	47	6	slowdown	slowdown	NOUN
ijassa-718	47	7	in	in	ADP
ijassa-718	47	8	growth	growth	NOUN
ijassa-718	47	9	rates	rate	NOUN
ijassa-718	47	10	”	"	PUNCT
ijassa-718	47	11	of	of	ADP
ijassa-718	47	12	demand	demand	NOUN
ijassa-718	47	13	is	be	AUX
ijassa-718	47	14	projected	project	VERB
ijassa-718	47	15	,	,	PUNCT
ijassa-718	47	16	which	which	PRON
ijassa-718	47	17	will	will	AUX
ijassa-718	47	18	reach	reach	VERB
ijassa-718	47	19	a	a	DET
ijassa-718	47	20	maximum	maximum	NOUN
ijassa-718	47	21	in	in	ADP
ijassa-718	47	22	2040	2040	NUM
ijassa-718	47	23	at	at	ADP
ijassa-718	47	24	the	the	DET
ijassa-718	47	25	level	level	NOUN
ijassa-718	47	26	of	of	ADP
ijassa-718	47	27	110.0–111.5	110.0–111.5	NUM
ijassa-718	47	28	million	million	NUM
ijassa-718	47	29	barrels	barrel	NOUN
ijassa-718	47	30	per	per	ADP
ijassa-718	47	31	day	day	NOUN
ijassa-718	47	32	.	.	PUNCT
ijassa-718	48	1	this	this	DET
ijassa-718	48	2	forecast	forecast	NOUN
ijassa-718	48	3	is	be	AUX
ijassa-718	48	4	consistent	consistent	ADJ
ijassa-718	48	5	with	with	ADP
ijassa-718	48	6	the	the	DET
ijassa-718	48	7	iea	iea	NOUN
ijassa-718	48	8	forecast	forecast	NOUN
ijassa-718	48	9	,	,	PUNCT
ijassa-718	48	10	which	which	PRON
ijassa-718	48	11	also	also	ADV
ijassa-718	48	12	implies	imply	VERB
ijassa-718	48	13	a	a	DET
ijassa-718	48	14	slower	slow	ADJ
ijassa-718	48	15	growth	growth	NOUN
ijassa-718	48	16	in	in	ADP
ijassa-718	48	17	global	global	ADJ
ijassa-718	48	18	oil	oil	NOUN
ijassa-718	48	19	demand	demand	NOUN
ijassa-718	48	20	after	after	ADP
ijassa-718	48	21	2040	2040	NUM
ijassa-718	48	22	.	.	PUNCT
ijassa-718	49	1	leading	lead	VERB
ijassa-718	49	2	global	global	ADJ
ijassa-718	49	3	oil	oil	NOUN
ijassa-718	49	4	companies	company	NOUN
ijassa-718	49	5	,	,	PUNCT
ijassa-718	49	6	such	such	ADJ
ijassa-718	49	7	as	as	ADP
ijassa-718	49	8	royal	royal	ADJ
ijassa-718	49	9	dutch	dutch	ADJ
ijassa-718	49	10	shell	shell	NOUN
ijassa-718	49	11	and	and	CCONJ
ijassa-718	49	12	bp	bp	PROPN
ijassa-718	49	13	,	,	PUNCT
ijassa-718	49	14	expect	expect	VERB
ijassa-718	49	15	a	a	DET
ijassa-718	49	16	peak	peak	NOUN
ijassa-718	49	17	in	in	ADP
ijassa-718	49	18	global	global	ADJ
ijassa-718	49	19	demand	demand	NOUN
ijassa-718	49	20	in	in	ADP
ijassa-718	49	21	the	the	DET
ijassa-718	49	22	years	year	NOUN
ijassa-718	49	23	3035–2040	3035–2040	NUM
ijassa-718	49	24	at	at	ADP
ijassa-718	49	25	110.3–110.5	110.3–110.5	NUM
ijassa-718	49	26	million	million	NUM
ijassa-718	49	27	barrels	barrel	NOUN
ijassa-718	49	28	per	per	ADP
ijassa-718	49	29	day	day	NOUN
ijassa-718	49	30	.	.	PUNCT
ijassa-718	50	1	the	the	DET
ijassa-718	50	2	important	important	ADJ
ijassa-718	50	3	question	question	NOUN
ijassa-718	50	4	is	be	AUX
ijassa-718	50	5	how	how	SCONJ
ijassa-718	50	6	profitable	profitable	ADJ
ijassa-718	50	7	is	be	AUX
ijassa-718	50	8	the	the	DET
ijassa-718	50	9	opec	opec	PROPN
ijassa-718	50	10	+	+	CCONJ
ijassa-718	50	11	agreement	agreement	NOUN
ijassa-718	50	12	for	for	ADP
ijassa-718	50	13	russia	russia	PROPN
ijassa-718	50	14	?	?	PUNCT
ijassa-718	51	1	the	the	DET
ijassa-718	51	2	opec	opec	PROPN
ijassa-718	51	3	forecast	forecast	NOUN
ijassa-718	51	4	was	be	AUX
ijassa-718	51	5	made	make	VERB
ijassa-718	51	6	on	on	ADP
ijassa-718	51	7	the	the	DET
ijassa-718	51	8	condition	condition	NOUN
ijassa-718	51	9	that	that	SCONJ
ijassa-718	51	10	oil	oil	NOUN
ijassa-718	51	11	prices	price	NOUN
ijassa-718	51	12	remain	remain	VERB
ijassa-718	51	13	at	at	ADP
ijassa-718	51	14	70	70	NUM
ijassa-718	51	15	usd	usd	NOUN
ijassa-718	51	16	/	/	SYM
ijassa-718	51	17	bbl	bbl	NOUN
ijassa-718	51	18	.	.	PUNCT
ijassa-718	52	1	in	in	ADP
ijassa-718	52	2	this	this	DET
ijassa-718	52	3	situation	situation	NOUN
ijassa-718	52	4	,	,	PUNCT
ijassa-718	52	5	the	the	DET
ijassa-718	52	6	share	share	NOUN
ijassa-718	52	7	of	of	ADP
ijassa-718	52	8	shale	shale	NOUN
ijassa-718	52	9	oil	oil	NOUN
ijassa-718	52	10	in	in	ADP
ijassa-718	52	11	7	7	NUM
ijassa-718	52	12	-	-	SYM
ijassa-718	52	13	9	9	NUM
ijassa-718	52	14	years	year	NOUN
ijassa-718	52	15	can	can	AUX
ijassa-718	52	16	almost	almost	ADV
ijassa-718	52	17	double	double	VERB
ijassa-718	52	18	.	.	PUNCT
ijassa-718	53	1	at	at	ADP
ijassa-718	53	2	the	the	DET
ijassa-718	53	3	same	same	ADJ
ijassa-718	53	4	time	time	NOUN
ijassa-718	53	5	,	,	PUNCT
ijassa-718	53	6	the	the	DET
ijassa-718	53	7	share	share	NOUN
ijassa-718	53	8	of	of	ADP
ijassa-718	53	9	the	the	DET
ijassa-718	53	10	remaining	remain	VERB
ijassa-718	53	11	producing	produce	VERB
ijassa-718	53	12	countries	country	NOUN
ijassa-718	53	13	,	,	PUNCT
ijassa-718	53	14	including	include	VERB
ijassa-718	53	15	russia	russia	PROPN
ijassa-718	53	16	,	,	PUNCT
ijassa-718	53	17	will	will	AUX
ijassa-718	53	18	decrease	decrease	VERB
ijassa-718	53	19	.	.	PUNCT
ijassa-718	54	1	it	it	PRON
ijassa-718	54	2	is	be	AUX
ijassa-718	54	3	clear	clear	ADJ
ijassa-718	54	4	that	that	SCONJ
ijassa-718	54	5	it	it	PRON
ijassa-718	54	6	is	be	AUX
ijassa-718	54	7	desirable	desirable	ADJ
ijassa-718	54	8	for	for	SCONJ
ijassa-718	54	9	russia	russia	PROPN
ijassa-718	54	10	to	to	PART
ijassa-718	54	11	maintain	maintain	VERB
ijassa-718	54	12	its	its	PRON
ijassa-718	54	13	share	share	NOUN
ijassa-718	54	14	in	in	ADP
ijassa-718	54	15	the	the	DET
ijassa-718	54	16	global	global	ADJ
ijassa-718	54	17	market	market	NOUN
ijassa-718	54	18	,	,	PUNCT
ijassa-718	54	19	which	which	PRON
ijassa-718	54	20	in	in	ADP
ijassa-718	54	21	2018	2018	NUM
ijassa-718	54	22	was	be	AUX
ijassa-718	54	23	11.8	11.8	NUM
ijassa-718	54	24	%	%	NOUN
ijassa-718	54	25	.	.	PUNCT
ijassa-718	55	1	but	but	CCONJ
ijassa-718	55	2	,	,	PUNCT
ijassa-718	55	3	clearly	clearly	ADV
ijassa-718	55	4	,	,	PUNCT
ijassa-718	55	5	this	this	DET
ijassa-718	55	6	possibility	possibility	NOUN
ijassa-718	55	7	occurs	occur	VERB
ijassa-718	55	8	at	at	ADP
ijassa-718	55	9	lower	low	ADJ
ijassa-718	55	10	price	price	NOUN
ijassa-718	55	11	levels	level	NOUN
ijassa-718	55	12	.	.	PUNCT
ijassa-718	56	1	modeling	modeling	NOUN
ijassa-718	56	2	and	and	CCONJ
ijassa-718	56	3	estimating	estimate	VERB
ijassa-718	56	4	the	the	DET
ijassa-718	56	5	impact	impact	NOUN
ijassa-718	56	6	of	of	ADP
ijassa-718	56	7	the	the	DET
ijassa-718	56	8	opec	opec	PROPN
ijassa-718	56	9	agreement	agreement	NOUN
ijassa-718	56	10	133	133	NUM
ijassa-718	56	11	copyright	copyright	NOUN
ijassa-718	56	12	©	©	PROPN
ijassa-718	56	13	2019	2019	NUM
ijassa-718	56	14	assa	assa	NOUN
ijassa-718	56	15	.	.	PUNCT
ijassa-718	57	1	adv	adv	PROPN
ijassa-718	57	2	.	.	PUNCT
ijassa-718	58	1	in	in	ADP
ijassa-718	58	2	systems	system	NOUN
ijassa-718	58	3	science	science	NOUN
ijassa-718	58	4	and	and	CCONJ
ijassa-718	58	5	appl	appl	NOUN
ijassa-718	58	6	.	.	PUNCT
ijassa-718	59	1	(	(	PUNCT
ijassa-718	59	2	2019	2019	NUM
ijassa-718	59	3	)	)	PUNCT
ijassa-718	59	4	it	it	PRON
ijassa-718	59	5	should	should	AUX
ijassa-718	59	6	be	be	AUX
ijassa-718	59	7	noted	note	VERB
ijassa-718	59	8	that	that	SCONJ
ijassa-718	59	9	the	the	DET
ijassa-718	59	10	growth	growth	NOUN
ijassa-718	59	11	rate	rate	NOUN
ijassa-718	59	12	of	of	ADP
ijassa-718	59	13	shale	shale	NOUN
ijassa-718	59	14	oil	oil	NOUN
ijassa-718	59	15	production	production	NOUN
ijassa-718	59	16	largely	largely	ADV
ijassa-718	59	17	depends	depend	VERB
ijassa-718	59	18	on	on	ADP
ijassa-718	59	19	the	the	DET
ijassa-718	59	20	price	price	NOUN
ijassa-718	59	21	of	of	ADP
ijassa-718	59	22	oil	oil	NOUN
ijassa-718	59	23	on	on	ADP
ijassa-718	59	24	the	the	DET
ijassa-718	59	25	global	global	ADJ
ijassa-718	59	26	market	market	NOUN
ijassa-718	59	27	.	.	PUNCT
ijassa-718	60	1	of	of	ADP
ijassa-718	60	2	practical	practical	ADJ
ijassa-718	60	3	interest	interest	NOUN
ijassa-718	60	4	is	be	AUX
ijassa-718	60	5	the	the	DET
ijassa-718	60	6	study	study	NOUN
ijassa-718	60	7	of	of	ADP
ijassa-718	60	8	scenarios	scenario	NOUN
ijassa-718	60	9	in	in	ADP
ijassa-718	60	10	which	which	PRON
ijassa-718	60	11	opec	opec	PROPN
ijassa-718	60	12	+	+	CCONJ
ijassa-718	60	13	will	will	AUX
ijassa-718	60	14	support	support	VERB
ijassa-718	60	15	other	other	ADJ
ijassa-718	60	16	price	price	NOUN
ijassa-718	60	17	ranges	range	NOUN
ijassa-718	60	18	,	,	PUNCT
ijassa-718	60	19	for	for	ADP
ijassa-718	60	20	example	example	NOUN
ijassa-718	60	21	,	,	PUNCT
ijassa-718	60	22	(	(	PUNCT
ijassa-718	60	23	60	60	NUM
ijassa-718	60	24	-	-	SYM
ijassa-718	60	25	70	70	NUM
ijassa-718	60	26	)	)	PUNCT
ijassa-718	60	27	,	,	PUNCT
ijassa-718	60	28	(	(	PUNCT
ijassa-718	60	29	50	50	NUM
ijassa-718	60	30	-	-	SYM
ijassa-718	60	31	60	60	NUM
ijassa-718	60	32	)	)	PUNCT
ijassa-718	60	33	,	,	PUNCT
ijassa-718	60	34	(	(	PUNCT
ijassa-718	60	35	40	40	NUM
ijassa-718	60	36	-	-	SYM
ijassa-718	60	37	50	50	NUM
ijassa-718	60	38	)	)	PUNCT
ijassa-718	60	39	usd	usd	PROPN
ijassa-718	60	40	/	/	SYM
ijassa-718	60	41	bbl	bbl	NOUN
ijassa-718	60	42	.	.	PUNCT
ijassa-718	61	1	everywhere	everywhere	ADV
ijassa-718	61	2	else	else	ADV
ijassa-718	61	3	,	,	PUNCT
ijassa-718	61	4	if	if	SCONJ
ijassa-718	61	5	it	it	PRON
ijassa-718	61	6	is	be	AUX
ijassa-718	61	7	not	not	PART
ijassa-718	61	8	specifically	specifically	ADV
ijassa-718	61	9	stated	state	VERB
ijassa-718	61	10	,	,	PUNCT
ijassa-718	61	11	the	the	DET
ijassa-718	61	12	price	price	NOUN
ijassa-718	61	13	of	of	ADP
ijassa-718	61	14	oil	oil	NOUN
ijassa-718	61	15	refers	refer	VERB
ijassa-718	61	16	to	to	ADP
ijassa-718	61	17	the	the	DET
ijassa-718	61	18	brent	brent	NOUN
ijassa-718	61	19	price	price	NOUN
ijassa-718	61	20	.	.	PUNCT
ijassa-718	62	1	what	what	PRON
ijassa-718	62	2	is	be	AUX
ijassa-718	62	3	oil	oil	NOUN
ijassa-718	62	4	price	price	NOUN
ijassa-718	62	5	russia	russia	PROPN
ijassa-718	62	6	needs	need	VERB
ijassa-718	62	7	to	to	PART
ijassa-718	62	8	fulfill	fulfill	VERB
ijassa-718	62	9	budget	budget	NOUN
ijassa-718	62	10	commitments	commitment	NOUN
ijassa-718	62	11	and	and	CCONJ
ijassa-718	62	12	economic	economic	ADJ
ijassa-718	62	13	development	development	NOUN
ijassa-718	62	14	,	,	PUNCT
ijassa-718	62	15	as	as	ADV
ijassa-718	62	16	well	well	ADV
ijassa-718	62	17	as	as	ADP
ijassa-718	62	18	to	to	PART
ijassa-718	62	19	save	save	VERB
ijassa-718	62	20	its	its	PRON
ijassa-718	62	21	share	share	NOUN
ijassa-718	62	22	in	in	ADP
ijassa-718	62	23	the	the	DET
ijassa-718	62	24	global	global	ADJ
ijassa-718	62	25	oil	oil	NOUN
ijassa-718	62	26	market	market	NOUN
ijassa-718	62	27	?	?	PUNCT
ijassa-718	63	1	the	the	DET
ijassa-718	63	2	article	article	NOUN
ijassa-718	63	3	is	be	AUX
ijassa-718	63	4	devoted	devote	VERB
ijassa-718	63	5	to	to	ADP
ijassa-718	63	6	the	the	DET
ijassa-718	63	7	discussion	discussion	NOUN
ijassa-718	63	8	of	of	ADP
ijassa-718	63	9	these	these	DET
ijassa-718	63	10	important	important	ADJ
ijassa-718	63	11	issues	issue	NOUN
ijassa-718	63	12	.	.	PUNCT
ijassa-718	64	1	2	2	X
ijassa-718	64	2	.	.	X
ijassa-718	64	3	model	model	NOUN
ijassa-718	64	4	of	of	ADP
ijassa-718	64	5	behavior	behavior	NOUN
ijassa-718	64	6	of	of	ADP
ijassa-718	64	7	u.	u.	PROPN
ijassa-718	64	8	s.	s.	PROPN
ijassa-718	64	9	shale	shale	PROPN
ijassa-718	64	10	producers	producer	NOUN
ijassa-718	64	11	the	the	DET
ijassa-718	64	12	us	us	PROPN
ijassa-718	64	13	shale	shale	PROPN
ijassa-718	64	14	revolution	revolution	PROPN
ijassa-718	64	15	has	have	AUX
ijassa-718	64	16	changed	change	VERB
ijassa-718	64	17	the	the	DET
ijassa-718	64	18	parameters	parameter	NOUN
ijassa-718	64	19	of	of	ADP
ijassa-718	64	20	the	the	DET
ijassa-718	64	21	global	global	ADJ
ijassa-718	64	22	oil	oil	NOUN
ijassa-718	64	23	market	market	NOUN
ijassa-718	64	24	model	model	NOUN
ijassa-718	64	25	:	:	PUNCT
ijassa-718	64	26	the	the	DET
ijassa-718	64	27	supply	supply	NOUN
ijassa-718	64	28	of	of	ADP
ijassa-718	64	29	oil	oil	NOUN
ijassa-718	64	30	by	by	ADP
ijassa-718	64	31	producers	producer	NOUN
ijassa-718	64	32	has	have	AUX
ijassa-718	64	33	become	become	VERB
ijassa-718	64	34	more	more	ADV
ijassa-718	64	35	elastic	elastic	ADJ
ijassa-718	64	36	.	.	PUNCT
ijassa-718	65	1	us	we	PRON
ijassa-718	65	2	shale	shale	NOUN
ijassa-718	65	3	companies	company	NOUN
ijassa-718	65	4	increase	increase	VERB
ijassa-718	65	5	oil	oil	NOUN
ijassa-718	65	6	production	production	NOUN
ijassa-718	65	7	in	in	ADP
ijassa-718	65	8	response	response	NOUN
ijassa-718	65	9	to	to	ADP
ijassa-718	65	10	price	price	NOUN
ijassa-718	65	11	increases	increase	NOUN
ijassa-718	65	12	,	,	PUNCT
ijassa-718	65	13	and	and	CCONJ
ijassa-718	65	14	,	,	PUNCT
ijassa-718	65	15	conversely	conversely	ADV
ijassa-718	65	16	,	,	PUNCT
ijassa-718	65	17	reduce	reduce	VERB
ijassa-718	65	18	production	production	NOUN
ijassa-718	65	19	if	if	SCONJ
ijassa-718	65	20	oil	oil	NOUN
ijassa-718	65	21	becomes	become	VERB
ijassa-718	65	22	cheaper	cheap	ADJ
ijassa-718	65	23	.	.	PUNCT
ijassa-718	66	1	a	a	DET
ijassa-718	66	2	quick	quick	ADJ
ijassa-718	66	3	response	response	NOUN
ijassa-718	66	4	from	from	ADP
ijassa-718	66	5	the	the	DET
ijassa-718	66	6	us	us	PROPN
ijassa-718	66	7	shale	shale	NOUN
ijassa-718	66	8	industry	industry	NOUN
ijassa-718	66	9	to	to	ADP
ijassa-718	66	10	the	the	DET
ijassa-718	66	11	changing	change	VERB
ijassa-718	66	12	situation	situation	NOUN
ijassa-718	66	13	in	in	ADP
ijassa-718	66	14	the	the	DET
ijassa-718	66	15	oil	oil	NOUN
ijassa-718	66	16	market	market	NOUN
ijassa-718	66	17	is	be	AUX
ijassa-718	66	18	capable	capable	ADJ
ijassa-718	66	19	of	of	ADP
ijassa-718	66	20	keeping	keep	VERB
ijassa-718	66	21	prices	price	NOUN
ijassa-718	66	22	within	within	ADP
ijassa-718	66	23	a	a	DET
ijassa-718	66	24	narrow	narrow	ADJ
ijassa-718	66	25	range	range	NOUN
ijassa-718	66	26	,	,	PUNCT
ijassa-718	66	27	which	which	PRON
ijassa-718	66	28	also	also	ADV
ijassa-718	66	29	depends	depend	VERB
ijassa-718	66	30	on	on	ADP
ijassa-718	66	31	the	the	DET
ijassa-718	66	32	oil	oil	NOUN
ijassa-718	66	33	production	production	NOUN
ijassa-718	66	34	strategy	strategy	NOUN
ijassa-718	66	35	of	of	ADP
ijassa-718	66	36	other	other	ADJ
ijassa-718	66	37	of	of	ADP
ijassa-718	66	38	other	other	ADJ
ijassa-718	66	39	producers	producer	NOUN
ijassa-718	66	40	.	.	PUNCT
ijassa-718	67	1	before	before	ADP
ijassa-718	67	2	the	the	DET
ijassa-718	67	3	us	us	PROPN
ijassa-718	67	4	shale	shale	PROPN
ijassa-718	67	5	revolution	revolution	NOUN
ijassa-718	67	6	,	,	PUNCT
ijassa-718	67	7	oil	oil	NOUN
ijassa-718	67	8	price	price	NOUN
ijassa-718	67	9	shocks	shock	NOUN
ijassa-718	67	10	were	be	AUX
ijassa-718	67	11	common	common	ADJ
ijassa-718	67	12	due	due	ADP
ijassa-718	67	13	to	to	ADP
ijassa-718	67	14	the	the	DET
ijassa-718	67	15	inelastic	inelastic	ADJ
ijassa-718	67	16	supply	supply	NOUN
ijassa-718	67	17	of	of	ADP
ijassa-718	67	18	conventional	conventional	ADJ
ijassa-718	67	19	oil	oil	NOUN
ijassa-718	67	20	.	.	PUNCT
ijassa-718	68	1	an	an	DET
ijassa-718	68	2	important	important	ADJ
ijassa-718	68	3	question	question	NOUN
ijassa-718	68	4	arises	arise	VERB
ijassa-718	68	5	how	how	SCONJ
ijassa-718	68	6	can	can	AUX
ijassa-718	68	7	we	we	PRON
ijassa-718	68	8	describe	describe	VERB
ijassa-718	68	9	the	the	DET
ijassa-718	68	10	behavior	behavior	NOUN
ijassa-718	68	11	of	of	ADP
ijassa-718	68	12	us	us	PROPN
ijassa-718	68	13	shale	shale	NOUN
ijassa-718	68	14	companies	company	NOUN
ijassa-718	68	15	depending	depend	VERB
ijassa-718	68	16	on	on	ADP
ijassa-718	68	17	the	the	DET
ijassa-718	68	18	dynamics	dynamic	NOUN
ijassa-718	68	19	of	of	ADP
ijassa-718	68	20	world	world	NOUN
ijassa-718	68	21	oil	oil	NOUN
ijassa-718	68	22	prices	price	NOUN
ijassa-718	68	23	?	?	PUNCT
ijassa-718	69	1	currently	currently	ADV
ijassa-718	69	2	,	,	PUNCT
ijassa-718	69	3	the	the	DET
ijassa-718	69	4	shale	shale	NOUN
ijassa-718	69	5	oil	oil	NOUN
ijassa-718	69	6	companies	company	NOUN
ijassa-718	69	7	are	be	AUX
ijassa-718	69	8	drilling	drill	VERB
ijassa-718	69	9	and	and	CCONJ
ijassa-718	69	10	producing	produce	VERB
ijassa-718	69	11	at	at	ADP
ijassa-718	69	12	five	five	NUM
ijassa-718	69	13	shale	shale	NOUN
ijassa-718	69	14	plays	play	NOUN
ijassa-718	69	15	,	,	PUNCT
ijassa-718	69	16	which	which	PRON
ijassa-718	69	17	differ	differ	VERB
ijassa-718	69	18	significantly	significantly	ADV
ijassa-718	69	19	among	among	ADP
ijassa-718	69	20	themselves	themselves	PRON
ijassa-718	69	21	,	,	PUNCT
ijassa-718	69	22	including	include	VERB
ijassa-718	69	23	production	production	NOUN
ijassa-718	69	24	profiles	profile	NOUN
ijassa-718	69	25	,	,	PUNCT
ijassa-718	69	26	well	well	INTJ
ijassa-718	69	27	productivity	productivity	NOUN
ijassa-718	69	28	,	,	PUNCT
ijassa-718	69	29	well	well	INTJ
ijassa-718	69	30	flow	flow	NOUN
ijassa-718	69	31	rate	rate	NOUN
ijassa-718	69	32	growth	growth	NOUN
ijassa-718	69	33	dynamics	dynamic	NOUN
ijassa-718	69	34	,	,	PUNCT
ijassa-718	69	35	transport	transport	NOUN
ijassa-718	69	36	costs	cost	NOUN
ijassa-718	69	37	and	and	CCONJ
ijassa-718	69	38	selling	sell	VERB
ijassa-718	69	39	price	price	NOUN
ijassa-718	69	40	.	.	PUNCT
ijassa-718	70	1	the	the	DET
ijassa-718	70	2	main	main	ADJ
ijassa-718	70	3	indicator	indicator	NOUN
ijassa-718	70	4	that	that	PRON
ijassa-718	70	5	affects	affect	VERB
ijassa-718	70	6	the	the	DET
ijassa-718	70	7	profitability	profitability	NOUN
ijassa-718	70	8	of	of	ADP
ijassa-718	70	9	investments	investment	NOUN
ijassa-718	70	10	in	in	ADP
ijassa-718	70	11	shale	shale	NOUN
ijassa-718	70	12	projects	project	NOUN
ijassa-718	70	13	and	and	CCONJ
ijassa-718	70	14	their	their	PRON
ijassa-718	70	15	ability	ability	NOUN
ijassa-718	70	16	to	to	PART
ijassa-718	70	17	generate	generate	VERB
ijassa-718	70	18	positive	positive	ADJ
ijassa-718	70	19	cash	cash	NOUN
ijassa-718	70	20	flow	flow	NOUN
ijassa-718	70	21	is	be	AUX
ijassa-718	70	22	the	the	DET
ijassa-718	70	23	breakeven	breakeven	ADJ
ijassa-718	70	24	price	price	NOUN
ijassa-718	70	25	.	.	PUNCT
ijassa-718	71	1	figure	figure	NOUN
ijassa-718	71	2	2	2	NUM
ijassa-718	71	3	shows	show	VERB
ijassa-718	71	4	the	the	DET
ijassa-718	71	5	distribution	distribution	NOUN
ijassa-718	71	6	of	of	ADP
ijassa-718	71	7	wti	wti	PROPN
ijassa-718	71	8	breakeven	breakeven	PROPN
ijassa-718	71	9	prices	price	NOUN
ijassa-718	71	10	for	for	ADP
ijassa-718	71	11	all	all	DET
ijassa-718	71	12	2q	2q	NUM
ijassa-718	71	13	2018	2018	NUM
ijassa-718	71	14	horizontal	horizontal	ADJ
ijassa-718	71	15	oil	oil	NOUN
ijassa-718	71	16	completions	completion	NOUN
ijassa-718	71	17	for	for	ADP
ijassa-718	71	18	the	the	DET
ijassa-718	71	19	major	major	ADJ
ijassa-718	71	20	u.s	u.s	PROPN
ijassa-718	71	21	.	.	PROPN
ijassa-718	71	22	liquids	liquids	PROPN
ijassa-718	71	23	plays	play	VERB
ijassa-718	71	24	(	(	PUNCT
ijassa-718	71	25	source	source	NOUN
ijassa-718	71	26	:	:	PUNCT
ijassa-718	71	27	rystad	rystad	NOUN
ijassa-718	71	28	energy	energy	NOUN
ijassa-718	71	29	shale	shale	NOUN
ijassa-718	71	30	well	well	PROPN
ijassa-718	71	31	cube	cube	NOUN
ijassa-718	71	32	,	,	PUNCT
ijassa-718	71	33	august	august	PROPN
ijassa-718	71	34	2018	2018	NUM
ijassa-718	71	35	)	)	PUNCT
ijassa-718	71	36	.	.	PUNCT
ijassa-718	72	1	the	the	DET
ijassa-718	72	2	breakeven	breakeven	ADJ
ijassa-718	72	3	price	price	NOUN
ijassa-718	72	4	calculation	calculation	NOUN
ijassa-718	72	5	is	be	AUX
ijassa-718	72	6	based	base	VERB
ijassa-718	72	7	on	on	ADP
ijassa-718	72	8	the	the	DET
ijassa-718	72	9	traditional	traditional	ADJ
ijassa-718	72	10	dcf	dcf	PROPN
ijassa-718	72	11	model	model	NOUN
ijassa-718	72	12	,	,	PUNCT
ijassa-718	72	13	which	which	PRON
ijassa-718	72	14	includes	include	VERB
ijassa-718	72	15	all	all	DET
ijassa-718	72	16	investments	investment	NOUN
ijassa-718	72	17	,	,	PUNCT
ijassa-718	72	18	operating	operating	NOUN
ijassa-718	72	19	and	and	CCONJ
ijassa-718	72	20	fiscal	fiscal	ADJ
ijassa-718	72	21	costs	cost	NOUN
ijassa-718	72	22	(	(	PUNCT
ijassa-718	72	23	excluding	exclude	VERB
ijassa-718	72	24	land	land	NOUN
ijassa-718	72	25	value	value	NOUN
ijassa-718	72	26	)	)	PUNCT
ijassa-718	72	27	plus	plus	CCONJ
ijassa-718	72	28	a	a	DET
ijassa-718	72	29	5	5	NUM
ijassa-718	72	30	%	%	NOUN
ijassa-718	72	31	yield	yield	NOUN
ijassa-718	72	32	.	.	PUNCT
ijassa-718	73	1	fig	fig	NOUN
ijassa-718	73	2	.	.	PUNCT
ijassa-718	74	1	2	2	X
ijassa-718	74	2	.	.	X
ijassa-718	74	3	breakeven	breakeven	ADJ
ijassa-718	74	4	oil	oil	NOUN
ijassa-718	74	5	prices	price	NOUN
ijassa-718	74	6	distribution	distribution	NOUN
ijassa-718	74	7	for	for	ADP
ijassa-718	74	8	main	main	ADJ
ijassa-718	74	9	shale	shale	NOUN
ijassa-718	74	10	plays	play	VERB
ijassa-718	74	11	it	it	PRON
ijassa-718	74	12	should	should	AUX
ijassa-718	74	13	be	be	AUX
ijassa-718	74	14	borne	bear	VERB
ijassa-718	74	15	in	in	ADP
ijassa-718	74	16	mind	mind	NOUN
ijassa-718	74	17	that	that	SCONJ
ijassa-718	74	18	due	due	ADP
ijassa-718	74	19	to	to	ADP
ijassa-718	74	20	the	the	DET
ijassa-718	74	21	exploitation	exploitation	NOUN
ijassa-718	74	22	of	of	ADP
ijassa-718	74	23	shale	shale	NOUN
ijassa-718	74	24	basins	basin	NOUN
ijassa-718	74	25	,	,	PUNCT
ijassa-718	74	26	companies	company	NOUN
ijassa-718	74	27	will	will	AUX
ijassa-718	74	28	have	have	VERB
ijassa-718	74	29	to	to	PART
ijassa-718	74	30	move	move	VERB
ijassa-718	74	31	from	from	ADP
ijassa-718	74	32	areas	area	NOUN
ijassa-718	74	33	with	with	ADP
ijassa-718	74	34	a	a	DET
ijassa-718	74	35	lower	low	ADJ
ijassa-718	74	36	break	break	NOUN
ijassa-718	74	37	-	-	PUNCT
ijassa-718	74	38	even	even	ADV
ijassa-718	74	39	price	price	NOUN
ijassa-718	74	40	to	to	ADP
ijassa-718	74	41	areas	area	NOUN
ijassa-718	74	42	with	with	ADP
ijassa-718	74	43	a	a	DET
ijassa-718	74	44	higher	high	ADJ
ijassa-718	74	45	break	break	NOUN
ijassa-718	74	46	-	-	PUNCT
ijassa-718	74	47	even	even	ADV
ijassa-718	74	48	price	price	NOUN
ijassa-718	74	49	.	.	PUNCT
ijassa-718	75	1	for	for	ADP
ijassa-718	75	2	this	this	DET
ijassa-718	75	3	reason	reason	NOUN
ijassa-718	75	4	,	,	PUNCT
ijassa-718	75	5	in	in	ADP
ijassa-718	75	6	the	the	DET
ijassa-718	75	7	future	future	NOUN
ijassa-718	75	8	,	,	PUNCT
ijassa-718	75	9	the	the	DET
ijassa-718	75	10	average	average	ADJ
ijassa-718	75	11	break	break	NOUN
ijassa-718	75	12	-	-	PUNCT
ijassa-718	75	13	even	even	ADV
ijassa-718	75	14	price	price	NOUN
ijassa-718	75	15	for	for	ADP
ijassa-718	75	16	the	the	DET
ijassa-718	75	17	main	main	ADJ
ijassa-718	75	18	us	us	PROPN
ijassa-718	75	19	shale	shale	NOUN
ijassa-718	75	20	basins	basin	NOUN
ijassa-718	75	21	will	will	AUX
ijassa-718	75	22	rise	rise	VERB
ijassa-718	75	23	,	,	PUNCT
ijassa-718	75	24	despite	despite	SCONJ
ijassa-718	75	25	improvements	improvement	NOUN
ijassa-718	75	26	in	in	ADP
ijassa-718	75	27	production	production	NOUN
ijassa-718	75	28	technology	technology	NOUN
ijassa-718	75	29	and	and	CCONJ
ijassa-718	75	30	lower	low	ADJ
ijassa-718	75	31	costs	cost	NOUN
ijassa-718	75	32	for	for	ADP
ijassa-718	75	33	some	some	PRON
ijassa-718	75	34	of	of	ADP
ijassa-718	75	35	the	the	DET
ijassa-718	75	36	cost	cost	NOUN
ijassa-718	75	37	items	item	NOUN
ijassa-718	75	38	.	.	PUNCT
ijassa-718	76	1	another	another	DET
ijassa-718	76	2	important	important	ADJ
ijassa-718	76	3	factor	factor	NOUN
ijassa-718	76	4	that	that	PRON
ijassa-718	76	5	can	can	AUX
ijassa-718	76	6	influence	influence	VERB
ijassa-718	76	7	the	the	DET
ijassa-718	76	8	rate	rate	NOUN
ijassa-718	76	9	of	of	ADP
ijassa-718	76	10	u.s	u.s	PROPN
ijassa-718	76	11	.	.	PROPN
ijassa-718	76	12	shale	shale	PROPN
ijassa-718	76	13	oil	oil	NOUN
ijassa-718	76	14	production	production	NOUN
ijassa-718	76	15	is	be	AUX
ijassa-718	76	16	also	also	ADV
ijassa-718	76	17	the	the	DET
ijassa-718	76	18	size	size	NOUN
ijassa-718	76	19	of	of	ADP
ijassa-718	76	20	the	the	DET
ijassa-718	76	21	proven	prove	VERB
ijassa-718	76	22	reserves	reserve	NOUN
ijassa-718	76	23	.	.	PUNCT
ijassa-718	77	1	according	accord	VERB
ijassa-718	77	2	to	to	ADP
ijassa-718	77	3	the	the	DET
ijassa-718	77	4	latest	late	ADJ
ijassa-718	77	5	data	datum	NOUN
ijassa-718	77	6	provided	provide	VERB
ijassa-718	77	7	by	by	ADP
ijassa-718	77	8	the	the	DET
ijassa-718	77	9	sec	sec	PROPN
ijassa-718	77	10	,	,	PUNCT
ijassa-718	77	11	reserves	reserve	NOUN
ijassa-718	77	12	in	in	ADP
ijassa-718	77	13	the	the	DET
ijassa-718	77	14	permian	permian	PROPN
ijassa-718	77	15	basin	basin	PROPN
ijassa-718	77	16	(	(	PUNCT
ijassa-718	77	17	the	the	DET
ijassa-718	77	18	most	most	ADV
ijassa-718	77	19	promising	promising	ADJ
ijassa-718	77	20	in	in	ADP
ijassa-718	77	21	terms	term	NOUN
ijassa-718	77	22	of	of	ADP
ijassa-718	77	23	development	development	NOUN
ijassa-718	77	24	)	)	PUNCT
ijassa-718	77	25	can	can	AUX
ijassa-718	77	26	reach	reach	VERB
ijassa-718	77	27	only	only	ADV
ijassa-718	77	28	3.8	3.8	NUM
ijassa-718	77	29	billion	billion	NUM
ijassa-718	77	30	barrels	barrel	NOUN
ijassa-718	77	31	.	.	PUNCT
ijassa-718	78	1	the	the	DET
ijassa-718	78	2	eagle	eagle	PROPN
ijassa-718	78	3	ford	ford	PROPN
ijassa-718	78	4	and	and	CCONJ
ijassa-718	78	5	bakken	bakken	PROPN
ijassa-718	78	6	pools	pool	NOUN
ijassa-718	78	7	can	can	AUX
ijassa-718	78	8	hold	hold	VERB
ijassa-718	78	9	5	5	NUM
ijassa-718	78	10	billion	billion	NUM
ijassa-718	78	11	barrels	barrel	NOUN
ijassa-718	78	12	each	each	PRON
ijassa-718	78	13	.	.	PUNCT
ijassa-718	79	1	a	a	DET
ijassa-718	79	2	number	number	NOUN
ijassa-718	79	3	of	of	ADP
ijassa-718	79	4	publications	publication	NOUN
ijassa-718	79	5	are	be	AUX
ijassa-718	79	6	devoted	devote	VERB
ijassa-718	79	7	to	to	ADP
ijassa-718	79	8	the	the	DET
ijassa-718	79	9	problem	problem	NOUN
ijassa-718	79	10	of	of	ADP
ijassa-718	79	11	forecasting	forecast	VERB
ijassa-718	79	12	us	we	PRON
ijassa-718	79	13	shale	shale	NOUN
ijassa-718	79	14	oil	oil	NOUN
ijassa-718	79	15	production	production	NOUN
ijassa-718	79	16	[	[	X
ijassa-718	79	17	6	6	NUM
ijassa-718	79	18	,	,	PUNCT
ijassa-718	79	19	8	8	NUM
ijassa-718	79	20	,	,	PUNCT
ijassa-718	79	21	9	9	NUM
ijassa-718	79	22	]	]	PUNCT
ijassa-718	79	23	.	.	PUNCT
ijassa-718	80	1	the	the	DET
ijassa-718	80	2	most	most	ADV
ijassa-718	80	3	popular	popular	ADJ
ijassa-718	80	4	is	be	AUX
ijassa-718	80	5	the	the	DET
ijassa-718	80	6	approach	approach	NOUN
ijassa-718	80	7	associated	associate	VERB
ijassa-718	80	8	with	with	ADP
ijassa-718	80	9	the	the	DET
ijassa-718	80	10	use	use	NOUN
ijassa-718	80	11	of	of	ADP
ijassa-718	80	12	various	various	ADJ
ijassa-718	80	13	modifications	modification	NOUN
ijassa-718	80	14	of	of	ADP
ijassa-718	80	15	the	the	DET
ijassa-718	80	16	autoregressive	autoregressive	ADJ
ijassa-718	80	17	models	model	NOUN
ijassa-718	80	18	.	.	PUNCT
ijassa-718	81	1	in	in	ADP
ijassa-718	81	2	[	[	X
ijassa-718	81	3	6	6	NUM
ijassa-718	81	4	]	]	PUNCT
ijassa-718	81	5	,	,	PUNCT
ijassa-718	81	6	to	to	PART
ijassa-718	81	7	estimate	estimate	VERB
ijassa-718	81	8	future	future	ADJ
ijassa-718	81	9	supplies	supply	NOUN
ijassa-718	81	10	of	of	ADP
ijassa-718	81	11	shale	shale	NOUN
ijassa-718	81	12	oil	oil	NOUN
ijassa-718	81	13	(	(	PUNCT
ijassa-718	81	14	using	use	VERB
ijassa-718	81	15	the	the	DET
ijassa-718	81	16	example	example	NOUN
ijassa-718	81	17	of	of	ADP
ijassa-718	81	18	the	the	DET
ijassa-718	81	19	bakken	bakken	PROPN
ijassa-718	81	20	basin	basin	PROPN
ijassa-718	81	21	)	)	PUNCT
ijassa-718	81	22	,	,	PUNCT
ijassa-718	81	23	it	it	PRON
ijassa-718	81	24	is	be	AUX
ijassa-718	81	25	proposed	propose	VERB
ijassa-718	81	26	to	to	PART
ijassa-718	81	27	use	use	VERB
ijassa-718	81	28	a	a	DET
ijassa-718	81	29	non	non	ADJ
ijassa-718	81	30	-	-	ADJ
ijassa-718	81	31	linear	linear	ADJ
ijassa-718	81	32	and	and	CCONJ
ijassa-718	81	33	linear	linear	PROPN
ijassa-718	81	34	forecasting	forecasting	NOUN
ijassa-718	81	35	model	model	NOUN
ijassa-718	81	36	based	base	VERB
ijassa-718	81	37	on	on	ADP
ijassa-718	81	38	the	the	DET
ijassa-718	81	39	auto	auto	NOUN
ijassa-718	81	40	regressive	regressive	ADJ
ijassa-718	81	41	integrated	integrated	ADJ
ijassa-718	81	42	moving	move	VERB
ijassa-718	81	43	average	average	ADJ
ijassa-718	81	44	method	method	NOUN
ijassa-718	81	45	134	134	NUM
ijassa-718	81	46	v.	v.	ADP
ijassa-718	81	47	akinfiev	akinfiev	PROPN
ijassa-718	81	48	copyright	copyright	NOUN
ijassa-718	81	49	©	©	PROPN
ijassa-718	81	50	2019	2019	NUM
ijassa-718	81	51	assa	assa	PROPN
ijassa-718	81	52	adv	adv	PROPN
ijassa-718	81	53	.	.	PUNCT
ijassa-718	82	1	in	in	ADP
ijassa-718	82	2	systems	system	NOUN
ijassa-718	82	3	science	science	NOUN
ijassa-718	82	4	and	and	CCONJ
ijassa-718	82	5	appl	appl	NOUN
ijassa-718	82	6	.	.	PUNCT
ijassa-718	83	1	(	(	PUNCT
ijassa-718	83	2	2019	2019	NUM
ijassa-718	83	3	)	)	PUNCT
ijassa-718	83	4	(	(	PUNCT
ijassa-718	83	5	arima	arima	PROPN
ijassa-718	83	6	)	)	PUNCT
ijassa-718	83	7	.	.	PUNCT
ijassa-718	84	1	in	in	ADP
ijassa-718	84	2	[	[	X
ijassa-718	84	3	8	8	NUM
ijassa-718	84	4	]	]	PUNCT
ijassa-718	84	5	,	,	PUNCT
ijassa-718	84	6	a	a	DET
ijassa-718	84	7	new	new	ADJ
ijassa-718	84	8	hybrid	hybrid	ADJ
ijassa-718	84	9	model	model	NOUN
ijassa-718	84	10	nmgm	nmgm	PROPN
ijassa-718	84	11	-	-	PUNCT
ijassa-718	84	12	arima	arima	PROPN
ijassa-718	84	13	was	be	AUX
ijassa-718	84	14	proposed	propose	VERB
ijassa-718	84	15	to	to	PART
ijassa-718	84	16	forecast	forecast	VERB
ijassa-718	84	17	u.s	u.s	PROPN
ijassa-718	84	18	.	.	PROPN
ijassa-718	84	19	shale	shale	NOUN
ijassa-718	84	20	oil	oil	NOUN
ijassa-718	84	21	production	production	NOUN
ijassa-718	84	22	,	,	PUNCT
ijassa-718	84	23	in	in	ADP
ijassa-718	84	24	which	which	PRON
ijassa-718	84	25	the	the	DET
ijassa-718	84	26	arima	arima	NOUN
ijassa-718	84	27	method	method	NOUN
ijassa-718	84	28	was	be	AUX
ijassa-718	84	29	supplemented	supplement	VERB
ijassa-718	84	30	with	with	ADP
ijassa-718	84	31	a	a	DET
ijassa-718	84	32	non	non	ADJ
ijassa-718	84	33	-	-	ADJ
ijassa-718	84	34	linear	linear	ADJ
ijassa-718	84	35	model	model	NOUN
ijassa-718	84	36	to	to	PART
ijassa-718	84	37	correct	correct	VERB
ijassa-718	84	38	the	the	DET
ijassa-718	84	39	residual	residual	ADJ
ijassa-718	84	40	term	term	NOUN
ijassa-718	84	41	of	of	ADP
ijassa-718	84	42	the	the	DET
ijassa-718	84	43	sequence	sequence	NOUN
ijassa-718	84	44	.	.	PUNCT
ijassa-718	85	1	empirical	empirical	ADJ
ijassa-718	85	2	results	result	NOUN
ijassa-718	85	3	show	show	VERB
ijassa-718	85	4	that	that	SCONJ
ijassa-718	85	5	the	the	DET
ijassa-718	85	6	nmgm	nmgm	ADJ
ijassa-718	85	7	-	-	PUNCT
ijassa-718	85	8	arima	arima	NOUN
ijassa-718	85	9	method	method	NOUN
ijassa-718	85	10	can	can	AUX
ijassa-718	85	11	improve	improve	VERB
ijassa-718	85	12	forecast	forecast	NOUN
ijassa-718	85	13	efficiency	efficiency	NOUN
ijassa-718	85	14	[	[	X
ijassa-718	85	15	8	8	NUM
ijassa-718	85	16	]	]	PUNCT
ijassa-718	85	17	.	.	PUNCT
ijassa-718	86	1	these	these	DET
ijassa-718	86	2	methods	method	NOUN
ijassa-718	86	3	are	be	AUX
ijassa-718	86	4	designed	design	VERB
ijassa-718	86	5	to	to	PART
ijassa-718	86	6	forecast	forecast	VERB
ijassa-718	86	7	the	the	DET
ijassa-718	86	8	horizon	horizon	NOUN
ijassa-718	86	9	for	for	ADP
ijassa-718	86	10	several	several	ADJ
ijassa-718	86	11	quarters	quarter	NOUN
ijassa-718	86	12	.	.	PUNCT
ijassa-718	87	1	another	another	DET
ijassa-718	87	2	approach	approach	NOUN
ijassa-718	87	3	is	be	AUX
ijassa-718	87	4	to	to	PART
ijassa-718	87	5	use	use	VERB
ijassa-718	87	6	models	model	NOUN
ijassa-718	87	7	in	in	ADP
ijassa-718	87	8	which	which	PRON
ijassa-718	87	9	the	the	DET
ijassa-718	87	10	relationships	relationship	NOUN
ijassa-718	87	11	between	between	ADP
ijassa-718	87	12	a	a	DET
ijassa-718	87	13	large	large	ADJ
ijassa-718	87	14	numbers	number	NOUN
ijassa-718	87	15	of	of	ADP
ijassa-718	87	16	factors	factor	NOUN
ijassa-718	87	17	are	be	AUX
ijassa-718	87	18	modeled	model	VERB
ijassa-718	87	19	and	and	CCONJ
ijassa-718	87	20	expert	expert	ADJ
ijassa-718	87	21	information	information	NOUN
ijassa-718	87	22	is	be	AUX
ijassa-718	87	23	widely	widely	ADV
ijassa-718	87	24	used	use	VERB
ijassa-718	87	25	.	.	PUNCT
ijassa-718	88	1	these	these	DET
ijassa-718	88	2	methods	method	NOUN
ijassa-718	88	3	allow	allow	VERB
ijassa-718	88	4	you	you	PRON
ijassa-718	88	5	to	to	PART
ijassa-718	88	6	make	make	VERB
ijassa-718	88	7	forecasts	forecast	NOUN
ijassa-718	88	8	with	with	ADP
ijassa-718	88	9	a	a	DET
ijassa-718	88	10	horizon	horizon	NOUN
ijassa-718	88	11	of	of	ADP
ijassa-718	88	12	several	several	ADJ
ijassa-718	88	13	years	year	NOUN
ijassa-718	88	14	.	.	PUNCT
ijassa-718	89	1	note	note	VERB
ijassa-718	89	2	that	that	SCONJ
ijassa-718	89	3	in	in	ADP
ijassa-718	89	4	these	these	DET
ijassa-718	89	5	methods	method	NOUN
ijassa-718	89	6	,	,	PUNCT
ijassa-718	89	7	the	the	DET
ijassa-718	89	8	market	market	NOUN
ijassa-718	89	9	price	price	NOUN
ijassa-718	89	10	of	of	ADP
ijassa-718	89	11	oil	oil	NOUN
ijassa-718	89	12	is	be	AUX
ijassa-718	89	13	also	also	ADV
ijassa-718	89	14	exogenous	exogenous	ADJ
ijassa-718	89	15	and	and	CCONJ
ijassa-718	89	16	is	be	AUX
ijassa-718	89	17	set	set	VERB
ijassa-718	89	18	in	in	ADP
ijassa-718	89	19	the	the	DET
ijassa-718	89	20	form	form	NOUN
ijassa-718	89	21	of	of	ADP
ijassa-718	89	22	several	several	ADJ
ijassa-718	89	23	scenarios	scenario	NOUN
ijassa-718	89	24	.	.	PUNCT
ijassa-718	90	1	in	in	ADP
ijassa-718	90	2	[	[	X
ijassa-718	90	3	9	9	NUM
ijassa-718	90	4	]	]	PUNCT
ijassa-718	90	5	,	,	PUNCT
ijassa-718	90	6	the	the	DET
ijassa-718	90	7	results	result	NOUN
ijassa-718	90	8	of	of	ADP
ijassa-718	90	9	studies	study	NOUN
ijassa-718	90	10	obtained	obtain	VERB
ijassa-718	90	11	using	use	VERB
ijassa-718	90	12	the	the	DET
ijassa-718	90	13	medium	medium	ADJ
ijassa-718	90	14	-	-	PUNCT
ijassa-718	90	15	term	term	NOUN
ijassa-718	90	16	model	model	NOUN
ijassa-718	90	17	of	of	ADP
ijassa-718	90	18	the	the	DET
ijassa-718	90	19	us	us	PROPN
ijassa-718	90	20	shale	shale	NOUN
ijassa-718	90	21	industry	industry	NOUN
ijassa-718	90	22	are	be	AUX
ijassa-718	90	23	presented	present	VERB
ijassa-718	90	24	.	.	PUNCT
ijassa-718	91	1	the	the	DET
ijassa-718	91	2	model	model	NOUN
ijassa-718	91	3	generates	generate	VERB
ijassa-718	91	4	forecasts	forecast	NOUN
ijassa-718	91	5	for	for	ADP
ijassa-718	91	6	6	6	NUM
ijassa-718	91	7	key	key	ADJ
ijassa-718	91	8	indicators	indicator	NOUN
ijassa-718	91	9	for	for	ADP
ijassa-718	91	10	each	each	PRON
ijassa-718	91	11	of	of	ADP
ijassa-718	91	12	the	the	DET
ijassa-718	91	13	five	five	NUM
ijassa-718	91	14	shale	shale	NOUN
ijassa-718	91	15	basins	basin	NOUN
ijassa-718	91	16	(	(	PUNCT
ijassa-718	91	17	bakken	bakken	PROPN
ijassa-718	91	18	,	,	PUNCT
ijassa-718	91	19	eagle	eagle	PROPN
ijassa-718	91	20	ford	ford	PROPN
ijassa-718	91	21	,	,	PUNCT
ijassa-718	91	22	anadarko	anadarko	PROPN
ijassa-718	91	23	,	,	PUNCT
ijassa-718	91	24	niobrara	niobrara	NOUN
ijassa-718	91	25	and	and	CCONJ
ijassa-718	91	26	perm	perm	NOUN
ijassa-718	91	27	)	)	PUNCT
ijassa-718	91	28	.	.	PUNCT
ijassa-718	92	1	the	the	DET
ijassa-718	92	2	model	model	NOUN
ijassa-718	92	3	allows	allow	VERB
ijassa-718	92	4	building	build	VERB
ijassa-718	92	5	forecasts	forecast	NOUN
ijassa-718	92	6	of	of	ADP
ijassa-718	92	7	production	production	NOUN
ijassa-718	92	8	dynamics	dynamic	NOUN
ijassa-718	92	9	depending	depend	VERB
ijassa-718	92	10	on	on	ADP
ijassa-718	92	11	the	the	DET
ijassa-718	92	12	wti	wti	PROPN
ijassa-718	92	13	oil	oil	NOUN
ijassa-718	92	14	prices	price	NOUN
ijassa-718	92	15	,	,	PUNCT
ijassa-718	92	16	possible	possible	ADJ
ijassa-718	92	17	growth	growth	NOUN
ijassa-718	92	18	of	of	ADP
ijassa-718	92	19	drilling	drilling	NOUN
ijassa-718	92	20	equipment	equipment	NOUN
ijassa-718	92	21	productivity	productivity	NOUN
ijassa-718	92	22	and	and	CCONJ
ijassa-718	92	23	other	other	ADJ
ijassa-718	92	24	technological	technological	ADJ
ijassa-718	92	25	and	and	CCONJ
ijassa-718	92	26	resource	resource	NOUN
ijassa-718	92	27	constraints	constraint	NOUN
ijassa-718	92	28	.	.	PUNCT
ijassa-718	93	1	the	the	DET
ijassa-718	93	2	simulation	simulation	NOUN
ijassa-718	93	3	results	result	NOUN
ijassa-718	93	4	show	show	VERB
ijassa-718	93	5	that	that	SCONJ
ijassa-718	93	6	,	,	PUNCT
ijassa-718	93	7	if	if	SCONJ
ijassa-718	93	8	the	the	DET
ijassa-718	93	9	wti	wti	PROPN
ijassa-718	93	10	oil	oil	NOUN
ijassa-718	93	11	price	price	NOUN
ijassa-718	93	12	is	be	AUX
ijassa-718	93	13	at	at	ADP
ijassa-718	93	14	the	the	DET
ijassa-718	93	15	level	level	NOUN
ijassa-718	93	16	of	of	ADP
ijassa-718	93	17	usd	usd	NOUN
ijassa-718	93	18	70	70	NUM
ijassa-718	93	19	per	per	ADP
ijassa-718	93	20	barrel	barrel	NOUN
ijassa-718	93	21	and	and	CCONJ
ijassa-718	93	22	higher	high	ADJ
ijassa-718	93	23	,	,	PUNCT
ijassa-718	93	24	then	then	ADV
ijassa-718	93	25	annual	annual	ADJ
ijassa-718	93	26	production	production	NOUN
ijassa-718	93	27	growth	growth	NOUN
ijassa-718	93	28	in	in	ADP
ijassa-718	93	29	the	the	DET
ijassa-718	93	30	next	next	ADJ
ijassa-718	93	31	two	two	NUM
ijassa-718	93	32	to	to	PART
ijassa-718	93	33	three	three	NUM
ijassa-718	93	34	years	year	NOUN
ijassa-718	93	35	may	may	AUX
ijassa-718	93	36	reach	reach	VERB
ijassa-718	93	37	2.0	2.0	NUM
ijassa-718	93	38	-	-	SYM
ijassa-718	93	39	2.5	2.5	NUM
ijassa-718	93	40	million	million	NUM
ijassa-718	93	41	barrels	barrel	NOUN
ijassa-718	93	42	per	per	ADP
ijassa-718	93	43	day	day	NOUN
ijassa-718	93	44	[	[	X
ijassa-718	93	45	9	9	NUM
ijassa-718	93	46	]	]	PUNCT
ijassa-718	93	47	.	.	PUNCT
ijassa-718	94	1	if	if	SCONJ
ijassa-718	94	2	the	the	DET
ijassa-718	94	3	price	price	NOUN
ijassa-718	94	4	of	of	ADP
ijassa-718	94	5	wti	wti	PROPN
ijassa-718	94	6	oil	oil	NOUN
ijassa-718	94	7	is	be	AUX
ijassa-718	94	8	in	in	ADP
ijassa-718	94	9	the	the	DET
ijassa-718	94	10	range	range	NOUN
ijassa-718	94	11	of	of	ADP
ijassa-718	94	12	60	60	NUM
ijassa-718	94	13	-	-	SYM
ijassa-718	94	14	70	70	NUM
ijassa-718	94	15	us	us	PROPN
ijassa-718	94	16	dollars	dollar	NOUN
ijassa-718	94	17	per	per	ADP
ijassa-718	94	18	barrel	barrel	NOUN
ijassa-718	94	19	,	,	PUNCT
ijassa-718	94	20	then	then	ADV
ijassa-718	94	21	production	production	NOUN
ijassa-718	94	22	growth	growth	NOUN
ijassa-718	94	23	is	be	AUX
ijassa-718	94	24	projected	project	VERB
ijassa-718	94	25	at	at	ADP
ijassa-718	94	26	the	the	DET
ijassa-718	94	27	level	level	NOUN
ijassa-718	94	28	of	of	ADP
ijassa-718	94	29	global	global	ADJ
ijassa-718	94	30	demand	demand	NOUN
ijassa-718	94	31	growth	growth	NOUN
ijassa-718	94	32	,	,	PUNCT
ijassa-718	94	33	that	that	ADV
ijassa-718	94	34	is	is	ADV
ijassa-718	94	35	,	,	PUNCT
ijassa-718	94	36	at	at	ADP
ijassa-718	94	37	the	the	DET
ijassa-718	94	38	level	level	NOUN
ijassa-718	94	39	of	of	ADP
ijassa-718	94	40	1.2	1.2	NUM
ijassa-718	94	41	-	-	SYM
ijassa-718	94	42	1.4	1.4	NUM
ijassa-718	94	43	million	million	NUM
ijassa-718	94	44	barrels	barrel	NOUN
ijassa-718	94	45	per	per	ADP
ijassa-718	94	46	day	day	NOUN
ijassa-718	94	47	.	.	PUNCT
ijassa-718	95	1	when	when	SCONJ
ijassa-718	95	2	the	the	DET
ijassa-718	95	3	price	price	NOUN
ijassa-718	95	4	of	of	ADP
ijassa-718	95	5	wti	wti	PROPN
ijassa-718	95	6	crude	crude	ADJ
ijassa-718	95	7	oil	oil	NOUN
ijassa-718	95	8	is	be	AUX
ijassa-718	95	9	about	about	ADV
ijassa-718	95	10	$	$	SYM
ijassa-718	95	11	50	50	NUM
ijassa-718	95	12	per	per	ADP
ijassa-718	95	13	barrel	barrel	NOUN
ijassa-718	95	14	,	,	PUNCT
ijassa-718	95	15	production	production	NOUN
ijassa-718	95	16	growth	growth	NOUN
ijassa-718	95	17	will	will	AUX
ijassa-718	95	18	be	be	AUX
ijassa-718	95	19	negligible	negligible	ADJ
ijassa-718	95	20	or	or	CCONJ
ijassa-718	95	21	even	even	ADV
ijassa-718	95	22	zero	zero	NUM
ijassa-718	95	23	.	.	PUNCT
ijassa-718	96	1	with	with	ADP
ijassa-718	96	2	prices	price	NOUN
ijassa-718	96	3	below	below	ADP
ijassa-718	96	4	$	$	SYM
ijassa-718	96	5	50	50	NUM
ijassa-718	96	6	a	a	DET
ijassa-718	96	7	barrel	barrel	NOUN
ijassa-718	96	8	,	,	PUNCT
ijassa-718	96	9	shale	shale	NOUN
ijassa-718	96	10	projects	project	NOUN
ijassa-718	96	11	will	will	AUX
ijassa-718	96	12	no	no	ADV
ijassa-718	96	13	longer	long	ADV
ijassa-718	96	14	be	be	AUX
ijassa-718	96	15	attractive	attractive	ADJ
ijassa-718	96	16	to	to	ADP
ijassa-718	96	17	investors	investor	NOUN
ijassa-718	96	18	.	.	PUNCT
ijassa-718	97	1	it	it	PRON
ijassa-718	97	2	should	should	AUX
ijassa-718	97	3	be	be	AUX
ijassa-718	97	4	borne	bear	VERB
ijassa-718	97	5	in	in	ADP
ijassa-718	97	6	mind	mind	NOUN
ijassa-718	97	7	that	that	SCONJ
ijassa-718	97	8	the	the	DET
ijassa-718	97	9	price	price	NOUN
ijassa-718	97	10	of	of	ADP
ijassa-718	97	11	wti	wti	PROPN
ijassa-718	97	12	crude	crude	ADJ
ijassa-718	97	13	oil	oil	NOUN
ijassa-718	97	14	is	be	AUX
ijassa-718	97	15	on	on	ADP
ijassa-718	97	16	average	average	ADJ
ijassa-718	97	17	10	10	NUM
ijassa-718	97	18	%	%	NOUN
ijassa-718	97	19	lower	low	ADJ
ijassa-718	97	20	than	than	ADP
ijassa-718	97	21	the	the	DET
ijassa-718	97	22	price	price	NOUN
ijassa-718	97	23	of	of	ADP
ijassa-718	97	24	brent	brent	PROPN
ijassa-718	97	25	crude	crude	PROPN
ijassa-718	97	26	oil	oil	NOUN
ijassa-718	97	27	.	.	PUNCT
ijassa-718	98	1	we	we	PRON
ijassa-718	98	2	will	will	AUX
ijassa-718	98	3	use	use	VERB
ijassa-718	98	4	these	these	DET
ijassa-718	98	5	results	result	NOUN
ijassa-718	98	6	and	and	CCONJ
ijassa-718	98	7	the	the	DET
ijassa-718	98	8	results	result	NOUN
ijassa-718	98	9	of	of	ADP
ijassa-718	98	10	other	other	ADJ
ijassa-718	98	11	analysts	analyst	NOUN
ijassa-718	98	12	when	when	SCONJ
ijassa-718	98	13	building	build	VERB
ijassa-718	98	14	a	a	DET
ijassa-718	98	15	model	model	NOUN
ijassa-718	98	16	for	for	ADP
ijassa-718	98	17	the	the	DET
ijassa-718	98	18	behavior	behavior	NOUN
ijassa-718	98	19	of	of	ADP
ijassa-718	98	20	us	us	PROPN
ijassa-718	98	21	shale	shale	NOUN
ijassa-718	98	22	producers	producer	NOUN
ijassa-718	98	23	.	.	PUNCT
ijassa-718	99	1	to	to	PART
ijassa-718	99	2	implement	implement	VERB
ijassa-718	99	3	the	the	DET
ijassa-718	99	4	proposed	propose	VERB
ijassa-718	99	5	approach	approach	NOUN
ijassa-718	99	6	,	,	PUNCT
ijassa-718	99	7	it	it	PRON
ijassa-718	99	8	is	be	AUX
ijassa-718	99	9	necessary	necessary	ADJ
ijassa-718	99	10	to	to	PART
ijassa-718	99	11	build	build	VERB
ijassa-718	99	12	the	the	DET
ijassa-718	99	13	dependence	dependence	NOUN
ijassa-718	99	14	of	of	ADP
ijassa-718	99	15	u.s	u.s	PROPN
ijassa-718	99	16	.	.	PROPN
ijassa-718	99	17	shale	shale	NOUN
ijassa-718	99	18	oil	oil	NOUN
ijassa-718	99	19	production	production	NOUN
ijassa-718	99	20	on	on	ADP
ijassa-718	99	21	two	two	NUM
ijassa-718	99	22	parameters	parameter	NOUN
ijassa-718	99	23	:	:	PUNCT
ijassa-718	99	24	the	the	DET
ijassa-718	99	25	market	market	NOUN
ijassa-718	99	26	price	price	NOUN
ijassa-718	99	27	of	of	ADP
ijassa-718	99	28	oil	oil	NOUN
ijassa-718	99	29	and	and	CCONJ
ijassa-718	99	30	the	the	DET
ijassa-718	99	31	forecast	forecast	NOUN
ijassa-718	99	32	period	period	NOUN
ijassa-718	99	33	.	.	PUNCT
ijassa-718	100	1	the	the	DET
ijassa-718	100	2	solution	solution	NOUN
ijassa-718	100	3	to	to	ADP
ijassa-718	100	4	this	this	DET
ijassa-718	100	5	problem	problem	NOUN
ijassa-718	100	6	depends	depend	VERB
ijassa-718	100	7	on	on	ADP
ijassa-718	100	8	a	a	DET
ijassa-718	100	9	large	large	ADJ
ijassa-718	100	10	number	number	NOUN
ijassa-718	100	11	of	of	ADP
ijassa-718	100	12	factors	factor	NOUN
ijassa-718	100	13	,	,	PUNCT
ijassa-718	100	14	many	many	ADJ
ijassa-718	100	15	of	of	ADP
ijassa-718	100	16	which	which	PRON
ijassa-718	100	17	can	can	AUX
ijassa-718	100	18	only	only	ADV
ijassa-718	100	19	be	be	AUX
ijassa-718	100	20	evaluated	evaluate	VERB
ijassa-718	100	21	expertly	expertly	ADV
ijassa-718	100	22	.	.	PUNCT
ijassa-718	101	1	when	when	SCONJ
ijassa-718	101	2	constructing	construct	VERB
ijassa-718	101	3	these	these	DET
ijassa-718	101	4	dependencies	dependency	NOUN
ijassa-718	101	5	in	in	ADP
ijassa-718	101	6	fig	fig	NOUN
ijassa-718	101	7	.	.	PUNCT
ijassa-718	102	1	3	3	NUM
ijassa-718	102	2	,	,	PUNCT
ijassa-718	102	3	the	the	DET
ijassa-718	102	4	author	author	NOUN
ijassa-718	102	5	used	use	VERB
ijassa-718	102	6	the	the	DET
ijassa-718	102	7	results	result	NOUN
ijassa-718	102	8	obtained	obtain	VERB
ijassa-718	102	9	in	in	ADP
ijassa-718	102	10	[	[	X
ijassa-718	102	11	9	9	NUM
ijassa-718	102	12	]	]	PUNCT
ijassa-718	102	13	,	,	PUNCT
ijassa-718	102	14	as	as	ADV
ijassa-718	102	15	well	well	ADV
ijassa-718	102	16	as	as	ADP
ijassa-718	102	17	research	research	NOUN
ijassa-718	102	18	results	result	NOUN
ijassa-718	102	19	and	and	CCONJ
ijassa-718	102	20	forecasts	forecast	NOUN
ijassa-718	102	21	from	from	ADP
ijassa-718	102	22	other	other	ADJ
ijassa-718	102	23	sources	source	NOUN
ijassa-718	102	24	.	.	PUNCT
ijassa-718	103	1	let	let	VERB
ijassa-718	103	2	tgshale	tgshale	VERB
ijassa-718	103	3	the	the	DET
ijassa-718	103	4	increase	increase	NOUN
ijassa-718	103	5	in	in	ADP
ijassa-718	103	6	shale	shale	NOUN
ijassa-718	103	7	oil	oil	NOUN
ijassa-718	103	8	production	production	NOUN
ijassa-718	103	9	in	in	ADP
ijassa-718	103	10	period	period	NOUN
ijassa-718	103	11	t.	t.	PROPN
ijassa-718	103	12	tgshale	tgshale	NOUN
ijassa-718	103	13	depends	depend	VERB
ijassa-718	103	14	on	on	ADP
ijassa-718	103	15	the	the	DET
ijassa-718	103	16	dynamics	dynamic	NOUN
ijassa-718	103	17	of	of	ADP
ijassa-718	103	18	oil	oil	NOUN
ijassa-718	103	19	prices	price	NOUN
ijassa-718	103	20	and	and	CCONJ
ijassa-718	103	21	the	the	DET
ijassa-718	103	22	time	time	NOUN
ijassa-718	103	23	elapsed	elapse	VERB
ijassa-718	103	24	from	from	ADP
ijassa-718	103	25	the	the	DET
ijassa-718	103	26	beginning	beginning	NOUN
ijassa-718	103	27	of	of	ADP
ijassa-718	103	28	the	the	DET
ijassa-718	103	29	forecast	forecast	NOUN
ijassa-718	103	30	period	period	NOUN
ijassa-718	103	31	.	.	PUNCT
ijassa-718	104	1	then	then	ADV
ijassa-718	104	2	)	)	PUNCT
ijassa-718	104	3	,	,	PUNCT
ijassa-718	104	4	(	(	PUNCT
ijassa-718	104	5	g	g	PROPN
ijassa-718	104	6	1	1	NUM
ijassa-718	104	7	t	t	NOUN
ijassa-718	104	8	tpt	tpt	NOUN
ijassa-718	104	9	shale	shale	NOUN
ijassa-718	104	10			PROPN
ijassa-718	104	11	,	,	PUNCT
ijassa-718	104	12	where	where	SCONJ
ijassa-718	104	13	tp	tp	NOUN
ijassa-718	104	14	is	be	AUX
ijassa-718	104	15	the	the	DET
ijassa-718	104	16	price	price	NOUN
ijassa-718	104	17	of	of	ADP
ijassa-718	104	18	oil	oil	NOUN
ijassa-718	104	19	on	on	ADP
ijassa-718	104	20	the	the	DET
ijassa-718	104	21	market	market	NOUN
ijassa-718	104	22	.	.	PUNCT
ijassa-718	105	1	this	this	DET
ijassa-718	105	2	dependence	dependence	NOUN
ijassa-718	105	3	can	can	AUX
ijassa-718	105	4	be	be	AUX
ijassa-718	105	5	defined	define	VERB
ijassa-718	105	6	as	as	ADP
ijassa-718	105	7	a	a	DET
ijassa-718	105	8	series	series	NOUN
ijassa-718	105	9	of	of	ADP
ijassa-718	105	10	graphs	graph	NOUN
ijassa-718	105	11	depending	depend	VERB
ijassa-718	105	12	on	on	ADP
ijassa-718	105	13	the	the	DET
ijassa-718	105	14	period	period	NOUN
ijassa-718	105	15	of	of	ADP
ijassa-718	105	16	time	time	NOUN
ijassa-718	105	17	and	and	CCONJ
ijassa-718	105	18	the	the	DET
ijassa-718	105	19	dynamics	dynamic	NOUN
ijassa-718	105	20	of	of	ADP
ijassa-718	105	21	production	production	NOUN
ijassa-718	105	22	growth	growth	NOUN
ijassa-718	105	23	in	in	ADP
ijassa-718	105	24	previous	previous	ADJ
ijassa-718	105	25	periods	period	NOUN
ijassa-718	105	26	.	.	PUNCT
ijassa-718	106	1	the	the	DET
ijassa-718	106	2	averaged	average	VERB
ijassa-718	106	3	dependences	dependence	NOUN
ijassa-718	106	4	of	of	ADP
ijassa-718	106	5	the	the	DET
ijassa-718	106	6	increase	increase	NOUN
ijassa-718	106	7	in	in	ADP
ijassa-718	106	8	u.s	u.s	PROPN
ijassa-718	106	9	.	.	PROPN
ijassa-718	106	10	shale	shale	NOUN
ijassa-718	106	11	oil	oil	NOUN
ijassa-718	106	12	production	production	NOUN
ijassa-718	106	13	on	on	ADP
ijassa-718	106	14	the	the	DET
ijassa-718	106	15	wti	wti	PROPN
ijassa-718	106	16	oil	oil	NOUN
ijassa-718	106	17	price	price	NOUN
ijassa-718	106	18	for	for	ADP
ijassa-718	106	19	the	the	DET
ijassa-718	106	20	periods	period	NOUN
ijassa-718	106	21	(	(	PUNCT
ijassa-718	106	22	2019	2019	NUM
ijassa-718	106	23	-	-	SYM
ijassa-718	106	24	2020	2020	NUM
ijassa-718	106	25	)	)	PUNCT
ijassa-718	106	26	,	,	PUNCT
ijassa-718	106	27	(	(	PUNCT
ijassa-718	106	28	2023	2023	NUM
ijassa-718	106	29	-	-	SYM
ijassa-718	106	30	2024	2024	NUM
ijassa-718	106	31	)	)	PUNCT
ijassa-718	106	32	and	and	CCONJ
ijassa-718	106	33	(	(	PUNCT
ijassa-718	106	34	2026	2026	NUM
ijassa-718	106	35	-	-	SYM
ijassa-718	106	36	2027	2027	NUM
ijassa-718	106	37	)	)	PUNCT
ijassa-718	106	38	are	be	AUX
ijassa-718	106	39	shown	show	VERB
ijassa-718	106	40	in	in	ADP
ijassa-718	106	41	figure	figure	NOUN
ijassa-718	106	42	3	3	NUM
ijassa-718	106	43	.	.	PUNCT
ijassa-718	106	44	fig	fig	NOUN
ijassa-718	106	45	.	.	PUNCT
ijassa-718	107	1	3	3	X
ijassa-718	107	2	.	.	X
ijassa-718	108	1	the	the	DET
ijassa-718	108	2	dependence	dependence	NOUN
ijassa-718	108	3	of	of	ADP
ijassa-718	108	4	u.s	u.s	PROPN
ijassa-718	108	5	.	.	PROPN
ijassa-718	108	6	shale	shale	PROPN
ijassa-718	108	7	oil	oil	NOUN
ijassa-718	108	8	production	production	NOUN
ijassa-718	108	9	growth	growth	NOUN
ijassa-718	108	10	on	on	ADP
ijassa-718	108	11	the	the	DET
ijassa-718	108	12	wti	wti	PROPN
ijassa-718	108	13	oil	oil	NOUN
ijassa-718	108	14	price	price	NOUN
ijassa-718	108	15	-4,00	-4,00	PUNCT
ijassa-718	108	16	-3,00	-3,00	PUNCT
ijassa-718	108	17	-2,00	-2,00	PUNCT
ijassa-718	108	18	-1,00	-1,00	PUNCT
ijassa-718	108	19	0,00	0,00	PROPN
ijassa-718	108	20	1,00	1,00	X
ijassa-718	108	21	2,00	2,00	PROPN
ijassa-718	108	22	3,00	3,00	NUM
ijassa-718	108	23	30	30	NUM
ijassa-718	108	24	40	40	NUM
ijassa-718	108	25	50	50	NUM
ijassa-718	108	26	60	60	NUM
ijassa-718	108	27	70	70	NUM
ijassa-718	108	28	80	80	NUM
ijassa-718	108	29	90	90	NUM
ijassa-718	108	30	м	м	NUM
ijassa-718	108	31	ill	ill	X
ijassa-718	108	32	io	io	PROPN
ijassa-718	108	33	n	n	PROPN
ijassa-718	108	34	b	b	PROPN
ijassa-718	108	35	ar	ar	PROPN
ijassa-718	108	36	re	re	PROPN
ijassa-718	108	37	ls	ls	PROPN
ijassa-718	108	38	p	p	X
ijassa-718	108	39	e	e	NOUN
ijassa-718	108	40	r	r	NOUN
ijassa-718	108	41	d	d	NOUN
ijassa-718	108	42	ay	ay	PROPN
ijassa-718	108	43	wti	wti	PROPN
ijassa-718	108	44	oil	oil	NOUN
ijassa-718	108	45	price	price	NOUN
ijassa-718	108	46	,	,	PUNCT
ijassa-718	108	47	usd	usd	NOUN
ijassa-718	108	48	per	per	ADP
ijassa-718	108	49	barrel	barrel	NOUN
ijassa-718	108	50	the	the	DET
ijassa-718	108	51	annual	annual	ADJ
ijassa-718	108	52	production	production	NOUN
ijassa-718	108	53	growth	growth	NOUN
ijassa-718	108	54	2019	2019	NUM
ijassa-718	108	55	2020	2020	NUM
ijassa-718	108	56	2023	2023	NUM
ijassa-718	108	57	2024	2024	NUM
ijassa-718	108	58	2026	2026	NUM
ijassa-718	108	59	2027	2027	NUM
ijassa-718	108	60	modeling	modeling	NOUN
ijassa-718	108	61	and	and	CCONJ
ijassa-718	108	62	estimating	estimate	VERB
ijassa-718	108	63	the	the	DET
ijassa-718	108	64	impact	impact	NOUN
ijassa-718	108	65	of	of	ADP
ijassa-718	108	66	the	the	DET
ijassa-718	108	67	opec	opec	PROPN
ijassa-718	108	68	agreement	agreement	NOUN
ijassa-718	108	69	135	135	NUM
ijassa-718	108	70	copyright	copyright	NOUN
ijassa-718	108	71	©	©	PROPN
ijassa-718	108	72	2019	2019	NUM
ijassa-718	108	73	assa	assa	NOUN
ijassa-718	108	74	.	.	PUNCT
ijassa-718	109	1	adv	adv	PROPN
ijassa-718	109	2	.	.	PUNCT
ijassa-718	110	1	in	in	ADP
ijassa-718	110	2	systems	system	NOUN
ijassa-718	110	3	science	science	NOUN
ijassa-718	110	4	and	and	CCONJ
ijassa-718	110	5	appl	appl	NOUN
ijassa-718	110	6	.	.	PUNCT
ijassa-718	111	1	(	(	PUNCT
ijassa-718	111	2	2019	2019	NUM
ijassa-718	111	3	)	)	PUNCT
ijassa-718	111	4	then	then	ADV
ijassa-718	111	5	the	the	DET
ijassa-718	111	6	production	production	NOUN
ijassa-718	111	7	of	of	ADP
ijassa-718	111	8	shale	shale	NOUN
ijassa-718	111	9	oil	oil	NOUN
ijassa-718	111	10	is	be	AUX
ijassa-718	111	11	given	give	VERB
ijassa-718	111	12	by	by	ADP
ijassa-718	111	13	the	the	DET
ijassa-718	111	14	following	following	ADJ
ijassa-718	111	15	recurrent	recurrent	ADJ
ijassa-718	111	16	formula	formula	NOUN
ijassa-718	111	17	:	:	PUNCT
ijassa-718	111	18	)	)	PUNCT
ijassa-718	111	19	,	,	PUNCT
ijassa-718	111	20	(	(	PUNCT
ijassa-718	111	21	ss	ss	PROPN
ijassa-718	111	22	11	11	NUM
ijassa-718	111	23	-	-	PUNCT
ijassa-718	111	24	tt	tt	PROPN
ijassa-718	111	25	tpt	tpt	NOUN
ijassa-718	111	26	shaleshale	shaleshale	ADJ
ijassa-718	111	27			PROPN
ijassa-718	111	28	(	(	PUNCT
ijassa-718	111	29	1	1	X
ijassa-718	111	30	)	)	PUNCT
ijassa-718	111	31	please	please	INTJ
ijassa-718	111	32	note	note	VERB
ijassa-718	111	33	that	that	SCONJ
ijassa-718	111	34	the	the	DET
ijassa-718	111	35	price	price	NOUN
ijassa-718	111	36	of	of	ADP
ijassa-718	111	37	oil	oil	NOUN
ijassa-718	111	38	)	)	PUNCT
ijassa-718	111	39	(	(	PUNCT
ijassa-718	111	40	tp	tp	NOUN
ijassa-718	111	41	is	be	AUX
ijassa-718	111	42	not	not	PART
ijassa-718	111	43	known	know	VERB
ijassa-718	111	44	in	in	ADP
ijassa-718	111	45	advance	advance	NOUN
ijassa-718	111	46	and	and	CCONJ
ijassa-718	111	47	is	be	AUX
ijassa-718	111	48	determined	determine	VERB
ijassa-718	111	49	based	base	VERB
ijassa-718	111	50	on	on	ADP
ijassa-718	111	51	the	the	DET
ijassa-718	111	52	market	market	NOUN
ijassa-718	111	53	pricing	pricing	NOUN
ijassa-718	111	54	mechanism	mechanism	NOUN
ijassa-718	111	55	,	,	PUNCT
ijassa-718	111	56	depending	depend	VERB
ijassa-718	111	57	on	on	ADP
ijassa-718	111	58	the	the	DET
ijassa-718	111	59	ratio	ratio	NOUN
ijassa-718	111	60	of	of	ADP
ijassa-718	111	61	supply	supply	NOUN
ijassa-718	111	62	and	and	CCONJ
ijassa-718	111	63	demand	demand	NOUN
ijassa-718	111	64	.	.	PUNCT
ijassa-718	112	1	we	we	PRON
ijassa-718	112	2	will	will	AUX
ijassa-718	112	3	discuss	discuss	VERB
ijassa-718	112	4	this	this	DET
ijassa-718	112	5	relationship	relationship	NOUN
ijassa-718	112	6	in	in	ADP
ijassa-718	112	7	detail	detail	NOUN
ijassa-718	112	8	in	in	ADP
ijassa-718	112	9	the	the	DET
ijassa-718	112	10	next	next	ADJ
ijassa-718	112	11	section	section	NOUN
ijassa-718	112	12	.	.	PUNCT
ijassa-718	113	1	3	3	X
ijassa-718	113	2	.	.	X
ijassa-718	113	3	the	the	DET
ijassa-718	113	4	model	model	NOUN
ijassa-718	113	5	of	of	ADP
ijassa-718	113	6	the	the	DET
ijassa-718	113	7	oil	oil	NOUN
ijassa-718	113	8	market	market	NOUN
ijassa-718	113	9	based	base	VERB
ijassa-718	113	10	on	on	ADP
ijassa-718	113	11	the	the	DET
ijassa-718	113	12	supply	supply	NOUN
ijassa-718	113	13	and	and	CCONJ
ijassa-718	113	14	demand	demand	NOUN
ijassa-718	113	15	balance	balance	NOUN
ijassa-718	113	16	in	in	ADP
ijassa-718	113	17	[	[	X
ijassa-718	113	18	1	1	NUM
ijassa-718	113	19	,	,	PUNCT
ijassa-718	113	20	4	4	NUM
ijassa-718	113	21	,	,	PUNCT
ijassa-718	113	22	5	5	NUM
ijassa-718	113	23	,	,	PUNCT
ijassa-718	113	24	7	7	NUM
ijassa-718	113	25	]	]	PUNCT
ijassa-718	113	26	,	,	PUNCT
ijassa-718	113	27	the	the	DET
ijassa-718	113	28	problem	problem	NOUN
ijassa-718	113	29	of	of	ADP
ijassa-718	113	30	modeling	model	VERB
ijassa-718	113	31	the	the	DET
ijassa-718	113	32	oil	oil	NOUN
ijassa-718	113	33	market	market	NOUN
ijassa-718	113	34	and	and	CCONJ
ijassa-718	113	35	forecasting	forecast	VERB
ijassa-718	113	36	oil	oil	NOUN
ijassa-718	113	37	prices	price	NOUN
ijassa-718	113	38	was	be	AUX
ijassa-718	113	39	considered	consider	VERB
ijassa-718	113	40	,	,	PUNCT
ijassa-718	113	41	taking	take	VERB
ijassa-718	113	42	into	into	ADP
ijassa-718	113	43	account	account	NOUN
ijassa-718	113	44	the	the	DET
ijassa-718	113	45	dynamics	dynamic	NOUN
ijassa-718	113	46	of	of	ADP
ijassa-718	113	47	u.s	u.s	PROPN
ijassa-718	113	48	.	.	PROPN
ijassa-718	113	49	shale	shale	PROPN
ijassa-718	113	50	oil	oil	NOUN
ijassa-718	113	51	production	production	NOUN
ijassa-718	113	52	.	.	PUNCT
ijassa-718	114	1	in	in	ADP
ijassa-718	114	2	[	[	X
ijassa-718	114	3	4	4	NUM
ijassa-718	114	4	]	]	PUNCT
ijassa-718	114	5	,	,	PUNCT
ijassa-718	114	6	a	a	DET
ijassa-718	114	7	game	game	NOUN
ijassa-718	114	8	approach	approach	NOUN
ijassa-718	114	9	was	be	AUX
ijassa-718	114	10	proposed	propose	VERB
ijassa-718	114	11	for	for	ADP
ijassa-718	114	12	analyzing	analyze	VERB
ijassa-718	114	13	the	the	DET
ijassa-718	114	14	strategies	strategy	NOUN
ijassa-718	114	15	of	of	ADP
ijassa-718	114	16	opec	opec	PROPN
ijassa-718	114	17	+	+	PROPN
ijassa-718	114	18	,	,	PUNCT
ijassa-718	114	19	taking	take	VERB
ijassa-718	114	20	into	into	ADP
ijassa-718	114	21	account	account	NOUN
ijassa-718	114	22	the	the	DET
ijassa-718	114	23	dynamics	dynamic	NOUN
ijassa-718	114	24	of	of	ADP
ijassa-718	114	25	u.s	u.s	PROPN
ijassa-718	114	26	.	.	PROPN
ijassa-718	114	27	shale	shale	PROPN
ijassa-718	114	28	oil	oil	NOUN
ijassa-718	114	29	production	production	NOUN
ijassa-718	114	30	.	.	PUNCT
ijassa-718	115	1	various	various	ADJ
ijassa-718	115	2	cournot	cournot	ADJ
ijassa-718	115	3	equilibrium	equilibrium	NOUN
ijassa-718	115	4	models	model	NOUN
ijassa-718	115	5	were	be	AUX
ijassa-718	115	6	used	use	VERB
ijassa-718	115	7	,	,	PUNCT
ijassa-718	115	8	in	in	ADP
ijassa-718	115	9	which	which	PRON
ijassa-718	115	10	the	the	DET
ijassa-718	115	11	pricing	pricing	NOUN
ijassa-718	115	12	model	model	NOUN
ijassa-718	115	13	in	in	ADP
ijassa-718	115	14	the	the	DET
ijassa-718	115	15	market	market	NOUN
ijassa-718	115	16	is	be	AUX
ijassa-718	115	17	defined	define	VERB
ijassa-718	115	18	as	as	ADP
ijassa-718	115	19	a	a	DET
ijassa-718	115	20	function	function	NOUN
ijassa-718	115	21	of	of	ADP
ijassa-718	115	22	linear	linear	ADJ
ijassa-718	115	23	demand	demand	NOUN
ijassa-718	115	24	.	.	PUNCT
ijassa-718	116	1	it	it	PRON
ijassa-718	116	2	is	be	AUX
ijassa-718	116	3	assumed	assume	VERB
ijassa-718	116	4	that	that	SCONJ
ijassa-718	116	5	the	the	DET
ijassa-718	116	6	oil	oil	NOUN
ijassa-718	116	7	demand	demand	NOUN
ijassa-718	116	8	on	on	ADP
ijassa-718	116	9	the	the	DET
ijassa-718	116	10	part	part	NOUN
ijassa-718	116	11	of	of	ADP
ijassa-718	116	12	consumers	consumer	NOUN
ijassa-718	116	13	depends	depend	VERB
ijassa-718	116	14	linearly	linearly	ADV
ijassa-718	116	15	on	on	ADP
ijassa-718	116	16	its	its	PRON
ijassa-718	116	17	market	market	NOUN
ijassa-718	116	18	price	price	NOUN
ijassa-718	116	19	.	.	PUNCT
ijassa-718	117	1	this	this	DET
ijassa-718	117	2	approach	approach	NOUN
ijassa-718	117	3	does	do	AUX
ijassa-718	117	4	not	not	PART
ijassa-718	117	5	take	take	VERB
ijassa-718	117	6	into	into	ADP
ijassa-718	117	7	account	account	NOUN
ijassa-718	117	8	the	the	DET
ijassa-718	117	9	low	low	ADJ
ijassa-718	117	10	elasticity	elasticity	NOUN
ijassa-718	117	11	of	of	ADP
ijassa-718	117	12	oil	oil	NOUN
ijassa-718	117	13	demand	demand	NOUN
ijassa-718	117	14	from	from	ADP
ijassa-718	117	15	its	its	PRON
ijassa-718	117	16	price	price	NOUN
ijassa-718	117	17	.	.	PUNCT
ijassa-718	118	1	based	base	VERB
ijassa-718	118	2	on	on	ADP
ijassa-718	118	3	calculations	calculation	NOUN
ijassa-718	118	4	and	and	CCONJ
ijassa-718	118	5	comparison	comparison	NOUN
ijassa-718	118	6	of	of	ADP
ijassa-718	118	7	the	the	DET
ijassa-718	118	8	obtained	obtain	VERB
ijassa-718	118	9	results	result	NOUN
ijassa-718	118	10	with	with	ADP
ijassa-718	118	11	historical	historical	ADJ
ijassa-718	118	12	data	datum	NOUN
ijassa-718	118	13	for	for	ADP
ijassa-718	118	14	the	the	DET
ijassa-718	118	15	period	period	NOUN
ijassa-718	118	16	2014–2016	2014–2016	NUM
ijassa-718	118	17	,	,	PUNCT
ijassa-718	118	18	the	the	DET
ijassa-718	118	19	authors	author	NOUN
ijassa-718	118	20	concluded	conclude	VERB
ijassa-718	118	21	that	that	SCONJ
ijassa-718	118	22	the	the	DET
ijassa-718	118	23	proposed	propose	VERB
ijassa-718	118	24	approach	approach	NOUN
ijassa-718	118	25	does	do	AUX
ijassa-718	118	26	not	not	PART
ijassa-718	118	27	explain	explain	VERB
ijassa-718	118	28	the	the	DET
ijassa-718	118	29	real	real	ADJ
ijassa-718	118	30	data	datum	NOUN
ijassa-718	118	31	and	and	CCONJ
ijassa-718	118	32	needs	need	VERB
ijassa-718	118	33	to	to	PART
ijassa-718	118	34	be	be	AUX
ijassa-718	118	35	improved	improve	VERB
ijassa-718	118	36	.	.	PUNCT
ijassa-718	119	1	in	in	ADP
ijassa-718	119	2	[	[	X
ijassa-718	119	3	5	5	NUM
ijassa-718	119	4	]	]	PUNCT
ijassa-718	119	5	,	,	PUNCT
ijassa-718	119	6	using	use	VERB
ijassa-718	119	7	the	the	DET
ijassa-718	119	8	structural	structural	ADJ
ijassa-718	119	9	vector	vector	NOUN
ijassa-718	119	10	auto	auto	NOUN
ijassa-718	119	11	regression	regression	NOUN
ijassa-718	119	12	(	(	PUNCT
ijassa-718	119	13	var	var	NOUN
ijassa-718	119	14	)	)	PUNCT
ijassa-718	119	15	model	model	NOUN
ijassa-718	119	16	,	,	PUNCT
ijassa-718	119	17	factors	factor	NOUN
ijassa-718	119	18	affecting	affect	VERB
ijassa-718	119	19	the	the	DET
ijassa-718	119	20	appearance	appearance	NOUN
ijassa-718	119	21	of	of	ADP
ijassa-718	119	22	oil	oil	NOUN
ijassa-718	119	23	market	market	NOUN
ijassa-718	119	24	shocks	shock	NOUN
ijassa-718	119	25	is	be	AUX
ijassa-718	119	26	analyzed	analyze	VERB
ijassa-718	119	27	.	.	PUNCT
ijassa-718	120	1	the	the	DET
ijassa-718	120	2	study	study	NOUN
ijassa-718	120	3	made	make	VERB
ijassa-718	120	4	it	it	PRON
ijassa-718	120	5	possible	possible	ADJ
ijassa-718	120	6	to	to	PART
ijassa-718	120	7	draw	draw	VERB
ijassa-718	120	8	a	a	DET
ijassa-718	120	9	number	number	NOUN
ijassa-718	120	10	of	of	ADP
ijassa-718	120	11	interesting	interesting	ADJ
ijassa-718	120	12	conclusions	conclusion	NOUN
ijassa-718	120	13	regarding	regard	VERB
ijassa-718	120	14	the	the	DET
ijassa-718	120	15	importance	importance	NOUN
ijassa-718	120	16	of	of	ADP
ijassa-718	120	17	the	the	DET
ijassa-718	120	18	demand	demand	NOUN
ijassa-718	120	19	and	and	CCONJ
ijassa-718	120	20	supply	supply	NOUN
ijassa-718	120	21	balance	balance	NOUN
ijassa-718	120	22	factor	factor	NOUN
ijassa-718	120	23	in	in	ADP
ijassa-718	120	24	explaining	explain	VERB
ijassa-718	120	25	fluctuations	fluctuation	NOUN
ijassa-718	120	26	in	in	ADP
ijassa-718	120	27	the	the	DET
ijassa-718	120	28	oil	oil	NOUN
ijassa-718	120	29	market	market	NOUN
ijassa-718	120	30	,	,	PUNCT
ijassa-718	120	31	as	as	ADV
ijassa-718	120	32	well	well	ADV
ijassa-718	120	33	as	as	ADP
ijassa-718	120	34	the	the	DET
ijassa-718	120	35	effect	effect	NOUN
ijassa-718	120	36	of	of	ADP
ijassa-718	120	37	various	various	ADJ
ijassa-718	120	38	assumptions	assumption	NOUN
ijassa-718	120	39	regarding	regard	VERB
ijassa-718	120	40	the	the	DET
ijassa-718	120	41	elasticity	elasticity	NOUN
ijassa-718	120	42	indicators	indicator	NOUN
ijassa-718	120	43	of	of	ADP
ijassa-718	120	44	the	the	DET
ijassa-718	120	45	oil	oil	NOUN
ijassa-718	120	46	market	market	NOUN
ijassa-718	120	47	.	.	PUNCT
ijassa-718	121	1	the	the	DET
ijassa-718	121	2	relationship	relationship	NOUN
ijassa-718	121	3	between	between	ADP
ijassa-718	121	4	oil	oil	NOUN
ijassa-718	121	5	prices	price	NOUN
ijassa-718	121	6	and	and	CCONJ
ijassa-718	121	7	macroeconomic	macroeconomic	ADJ
ijassa-718	121	8	indicators	indicator	NOUN
ijassa-718	121	9	is	be	AUX
ijassa-718	121	10	analyzed	analyze	VERB
ijassa-718	121	11	in	in	ADP
ijassa-718	121	12	[	[	X
ijassa-718	121	13	7	7	NUM
ijassa-718	121	14	]	]	PUNCT
ijassa-718	121	15	based	base	VERB
ijassa-718	121	16	on	on	ADP
ijassa-718	121	17	the	the	DET
ijassa-718	121	18	general	general	ADJ
ijassa-718	121	19	equilibrium	equilibrium	NOUN
ijassa-718	121	20	model	model	NOUN
ijassa-718	121	21	,	,	PUNCT
ijassa-718	121	22	which	which	PRON
ijassa-718	121	23	takes	take	VERB
ijassa-718	121	24	into	into	ADP
ijassa-718	121	25	account	account	NOUN
ijassa-718	121	26	technological	technological	ADJ
ijassa-718	121	27	shocks	shock	NOUN
ijassa-718	121	28	depending	depend	VERB
ijassa-718	121	29	on	on	ADP
ijassa-718	121	30	the	the	DET
ijassa-718	121	31	development	development	NOUN
ijassa-718	121	32	of	of	ADP
ijassa-718	121	33	new	new	ADJ
ijassa-718	121	34	technologies	technology	NOUN
ijassa-718	121	35	,	,	PUNCT
ijassa-718	121	36	oil	oil	NOUN
ijassa-718	121	37	supply	supply	NOUN
ijassa-718	121	38	shocks	shock	NOUN
ijassa-718	121	39	and	and	CCONJ
ijassa-718	121	40	forecasts	forecast	NOUN
ijassa-718	121	41	for	for	ADP
ijassa-718	121	42	future	future	ADJ
ijassa-718	121	43	oil	oil	NOUN
ijassa-718	121	44	supplies	supply	NOUN
ijassa-718	121	45	.	.	PUNCT
ijassa-718	122	1	in	in	ADP
ijassa-718	122	2	[	[	X
ijassa-718	122	3	1	1	X
ijassa-718	122	4	]	]	PUNCT
ijassa-718	122	5	the	the	DET
ijassa-718	122	6	problem	problem	NOUN
ijassa-718	122	7	of	of	ADP
ijassa-718	122	8	choosing	choose	VERB
ijassa-718	122	9	the	the	DET
ijassa-718	122	10	investment	investment	NOUN
ijassa-718	122	11	strategies	strategy	NOUN
ijassa-718	122	12	of	of	ADP
ijassa-718	122	13	oil	oil	NOUN
ijassa-718	122	14	companies	company	NOUN
ijassa-718	122	15	with	with	ADP
ijassa-718	122	16	production	production	NOUN
ijassa-718	122	17	of	of	ADP
ijassa-718	122	18	conventional	conventional	ADJ
ijassa-718	122	19	and	and	CCONJ
ijassa-718	122	20	shale	shale	NOUN
ijassa-718	122	21	oil	oil	NOUN
ijassa-718	122	22	is	be	AUX
ijassa-718	122	23	considered	consider	VERB
ijassa-718	122	24	.	.	PUNCT
ijassa-718	123	1	a	a	DET
ijassa-718	123	2	mathematical	mathematical	ADJ
ijassa-718	123	3	model	model	NOUN
ijassa-718	123	4	is	be	AUX
ijassa-718	123	5	proposed	propose	VERB
ijassa-718	123	6	that	that	PRON
ijassa-718	123	7	describes	describe	VERB
ijassa-718	123	8	the	the	DET
ijassa-718	123	9	relationship	relationship	NOUN
ijassa-718	123	10	between	between	ADP
ijassa-718	123	11	the	the	DET
ijassa-718	123	12	investment	investment	NOUN
ijassa-718	123	13	strategies	strategy	NOUN
ijassa-718	123	14	of	of	ADP
ijassa-718	123	15	companies	company	NOUN
ijassa-718	123	16	and	and	CCONJ
ijassa-718	123	17	the	the	DET
ijassa-718	123	18	price	price	NOUN
ijassa-718	123	19	of	of	ADP
ijassa-718	123	20	oil	oil	NOUN
ijassa-718	123	21	,	,	PUNCT
ijassa-718	123	22	which	which	PRON
ijassa-718	123	23	depends	depend	VERB
ijassa-718	123	24	on	on	ADP
ijassa-718	123	25	the	the	DET
ijassa-718	123	26	ratio	ratio	NOUN
ijassa-718	123	27	of	of	ADP
ijassa-718	123	28	supply	supply	NOUN
ijassa-718	123	29	and	and	CCONJ
ijassa-718	123	30	demand	demand	NOUN
ijassa-718	123	31	on	on	ADP
ijassa-718	123	32	the	the	DET
ijassa-718	123	33	world	world	NOUN
ijassa-718	123	34	oil	oil	NOUN
ijassa-718	123	35	market	market	NOUN
ijassa-718	123	36	.	.	PUNCT
ijassa-718	124	1	the	the	DET
ijassa-718	124	2	solution	solution	NOUN
ijassa-718	124	3	is	be	AUX
ijassa-718	124	4	reduced	reduce	VERB
ijassa-718	124	5	to	to	ADP
ijassa-718	124	6	the	the	DET
ijassa-718	124	7	analysis	analysis	NOUN
ijassa-718	124	8	of	of	ADP
ijassa-718	124	9	the	the	DET
ijassa-718	124	10	bimatrix	bimatrix	NOUN
ijassa-718	124	11	game	game	NOUN
ijassa-718	124	12	,	,	PUNCT
ijassa-718	124	13	in	in	ADP
ijassa-718	124	14	which	which	PRON
ijassa-718	124	15	the	the	DET
ijassa-718	124	16	payoff	payoff	NOUN
ijassa-718	124	17	matrix	matrix	NOUN
ijassa-718	124	18	is	be	AUX
ijassa-718	124	19	formed	form	VERB
ijassa-718	124	20	as	as	ADP
ijassa-718	124	21	a	a	DET
ijassa-718	124	22	result	result	NOUN
ijassa-718	124	23	of	of	ADP
ijassa-718	124	24	numerical	numerical	ADJ
ijassa-718	124	25	simulation	simulation	PROPN
ijassa-718	124	26	.	.	PUNCT
ijassa-718	125	1	we	we	PRON
ijassa-718	125	2	present	present	VERB
ijassa-718	125	3	a	a	DET
ijassa-718	125	4	simulation	simulation	NOUN
ijassa-718	125	5	dynamic	dynamic	ADJ
ijassa-718	125	6	game	game	NOUN
ijassa-718	125	7	model	model	NOUN
ijassa-718	125	8	,	,	PUNCT
ijassa-718	125	9	which	which	PRON
ijassa-718	125	10	is	be	AUX
ijassa-718	125	11	shown	show	VERB
ijassa-718	125	12	in	in	ADP
ijassa-718	125	13	figure	figure	NOUN
ijassa-718	125	14	4	4	NUM
ijassa-718	125	15	.	.	PUNCT
ijassa-718	126	1	the	the	DET
ijassa-718	126	2	model	model	NOUN
ijassa-718	126	3	describes	describe	VERB
ijassa-718	126	4	the	the	DET
ijassa-718	126	5	relationship	relationship	NOUN
ijassa-718	126	6	between	between	ADP
ijassa-718	126	7	oil	oil	NOUN
ijassa-718	126	8	demand	demand	NOUN
ijassa-718	126	9	,	,	PUNCT
ijassa-718	126	10	the	the	DET
ijassa-718	126	11	strategy	strategy	NOUN
ijassa-718	126	12	of	of	ADP
ijassa-718	126	13	oil	oil	NOUN
ijassa-718	126	14	supply	supply	NOUN
ijassa-718	126	15	by	by	ADP
ijassa-718	126	16	producers	producer	NOUN
ijassa-718	126	17	and	and	CCONJ
ijassa-718	126	18	the	the	DET
ijassa-718	126	19	dynamics	dynamic	NOUN
ijassa-718	126	20	of	of	ADP
ijassa-718	126	21	changes	change	NOUN
ijassa-718	126	22	in	in	ADP
ijassa-718	126	23	the	the	DET
ijassa-718	126	24	price	price	NOUN
ijassa-718	126	25	of	of	ADP
ijassa-718	126	26	oil	oil	NOUN
ijassa-718	126	27	.	.	PUNCT
ijassa-718	127	1	the	the	DET
ijassa-718	127	2	model	model	NOUN
ijassa-718	127	3	allows	allow	VERB
ijassa-718	127	4	,	,	PUNCT
ijassa-718	127	5	by	by	ADP
ijassa-718	127	6	setting	set	VERB
ijassa-718	127	7	various	various	ADJ
ijassa-718	127	8	strategies	strategy	NOUN
ijassa-718	127	9	of	of	ADP
ijassa-718	127	10	producers	producer	NOUN
ijassa-718	127	11	'	'	PART
ijassa-718	127	12	behavior	behavior	NOUN
ijassa-718	127	13	,	,	PUNCT
ijassa-718	127	14	to	to	PART
ijassa-718	127	15	calculate	calculate	VERB
ijassa-718	127	16	the	the	DET
ijassa-718	127	17	movement	movement	NOUN
ijassa-718	127	18	of	of	ADP
ijassa-718	127	19	oil	oil	NOUN
ijassa-718	127	20	prices	price	NOUN
ijassa-718	127	21	,	,	PUNCT
ijassa-718	127	22	which	which	PRON
ijassa-718	127	23	,	,	PUNCT
ijassa-718	127	24	in	in	ADP
ijassa-718	127	25	turn	turn	NOUN
ijassa-718	127	26	,	,	PUNCT
ijassa-718	127	27	affects	affect	VERB
ijassa-718	127	28	the	the	DET
ijassa-718	127	29	choice	choice	NOUN
ijassa-718	127	30	of	of	ADP
ijassa-718	127	31	producers	producer	NOUN
ijassa-718	127	32	'	'	PART
ijassa-718	127	33	decisions	decision	NOUN
ijassa-718	127	34	regarding	regard	VERB
ijassa-718	127	35	the	the	DET
ijassa-718	127	36	oil	oil	NOUN
ijassa-718	127	37	supply	supply	NOUN
ijassa-718	127	38	.	.	PUNCT
ijassa-718	128	1	the	the	DET
ijassa-718	128	2	model	model	NOUN
ijassa-718	128	3	includes	include	VERB
ijassa-718	128	4	three	three	NUM
ijassa-718	128	5	producers	producer	NOUN
ijassa-718	128	6	(	(	PUNCT
ijassa-718	128	7	let	let	VERB
ijassa-718	128	8	's	us	PRON
ijassa-718	128	9	call	call	VERB
ijassa-718	128	10	them	they	PRON
ijassa-718	128	11	players	player	NOUN
ijassa-718	128	12	):	):	PUNCT
ijassa-718	128	13	us	us	PROPN
ijassa-718	128	14	shale	shale	NOUN
ijassa-718	128	15	companies	company	NOUN
ijassa-718	128	16	,	,	PUNCT
ijassa-718	128	17	opec+	opec+	PRON
ijassa-718	128	18	countries	country	NOUN
ijassa-718	128	19	(	(	PUNCT
ijassa-718	128	20	including	include	VERB
ijassa-718	128	21	russia	russia	PROPN
ijassa-718	128	22	)	)	PUNCT
ijassa-718	128	23	and	and	CCONJ
ijassa-718	128	24	nonopec	nonopec	NOUN
ijassa-718	128	25	countries	country	NOUN
ijassa-718	128	26	(	(	PUNCT
ijassa-718	128	27	including	include	VERB
ijassa-718	128	28	conventional	conventional	ADJ
ijassa-718	128	29	us	us	PROPN
ijassa-718	128	30	oil	oil	NOUN
ijassa-718	128	31	producers	producer	NOUN
ijassa-718	128	32	)	)	PUNCT
ijassa-718	128	33	the	the	DET
ijassa-718	128	34	research	research	NOUN
ijassa-718	128	35	methodology	methodology	NOUN
ijassa-718	128	36	is	be	AUX
ijassa-718	128	37	based	base	VERB
ijassa-718	128	38	on	on	ADP
ijassa-718	128	39	scenario	scenario	NOUN
ijassa-718	128	40	modeling	modeling	NOUN
ijassa-718	128	41	and	and	CCONJ
ijassa-718	128	42	analysis	analysis	NOUN
ijassa-718	128	43	of	of	ADP
ijassa-718	128	44	the	the	DET
ijassa-718	128	45	opec	opec	PROPN
ijassa-718	128	46	+	+	CCONJ
ijassa-718	128	47	management	management	NOUN
ijassa-718	128	48	strategies	strategy	NOUN
ijassa-718	128	49	to	to	PART
ijassa-718	128	50	maintain	maintain	VERB
ijassa-718	128	51	the	the	DET
ijassa-718	128	52	supply	supply	NOUN
ijassa-718	128	53	and	and	CCONJ
ijassa-718	128	54	demand	demand	NOUN
ijassa-718	128	55	balance	balance	NOUN
ijassa-718	128	56	(	(	PUNCT
ijassa-718	128	57	decrease	decrease	NOUN
ijassa-718	128	58	or	or	CCONJ
ijassa-718	128	59	increase	increase	VERB
ijassa-718	128	60	in	in	ADP
ijassa-718	128	61	production	production	NOUN
ijassa-718	128	62	)	)	PUNCT
ijassa-718	128	63	for	for	ADP
ijassa-718	128	64	targeting	target	VERB
ijassa-718	128	65	oil	oil	NOUN
ijassa-718	128	66	prices	price	NOUN
ijassa-718	128	67	at	at	ADP
ijassa-718	128	68	specified	specified	ADJ
ijassa-718	128	69	target	target	NOUN
ijassa-718	128	70	levels	level	NOUN
ijassa-718	128	71	.	.	PUNCT
ijassa-718	129	1	when	when	SCONJ
ijassa-718	129	2	modeling	model	VERB
ijassa-718	129	3	each	each	DET
ijassa-718	129	4	scenario	scenario	NOUN
ijassa-718	129	5	,	,	PUNCT
ijassa-718	129	6	two	two	NUM
ijassa-718	129	7	criteria	criterion	NOUN
ijassa-718	129	8	are	be	AUX
ijassa-718	129	9	assessed	assess	VERB
ijassa-718	129	10	:	:	PUNCT
ijassa-718	129	11	gross	gross	ADJ
ijassa-718	129	12	oil	oil	NOUN
ijassa-718	129	13	revenues	revenue	NOUN
ijassa-718	129	14	for	for	ADP
ijassa-718	129	15	a	a	DET
ijassa-718	129	16	period	period	NOUN
ijassa-718	129	17	and	and	CCONJ
ijassa-718	129	18	the	the	DET
ijassa-718	129	19	dynamics	dynamic	NOUN
ijassa-718	129	20	of	of	ADP
ijassa-718	129	21	changes	change	NOUN
ijassa-718	129	22	in	in	ADP
ijassa-718	129	23	market	market	NOUN
ijassa-718	129	24	share	share	NOUN
ijassa-718	129	25	.	.	PUNCT
ijassa-718	130	1	136	136	NUM
ijassa-718	131	1	v.	v.	ADP
ijassa-718	131	2	akinfiev	akinfiev	NOUN
ijassa-718	131	3	copyright	copyright	NOUN
ijassa-718	131	4	©	©	PROPN
ijassa-718	131	5	2019	2019	NUM
ijassa-718	131	6	assa	assa	PROPN
ijassa-718	131	7	adv	adv	PROPN
ijassa-718	131	8	.	.	PUNCT
ijassa-718	132	1	in	in	ADP
ijassa-718	132	2	systems	system	NOUN
ijassa-718	132	3	science	science	NOUN
ijassa-718	132	4	and	and	CCONJ
ijassa-718	132	5	appl	appl	NOUN
ijassa-718	132	6	.	.	PUNCT
ijassa-718	133	1	(	(	PUNCT
ijassa-718	133	2	2019	2019	NUM
ijassa-718	133	3	)	)	PUNCT
ijassa-718	133	4	fig	fig	NOUN
ijassa-718	133	5	.	.	PUNCT
ijassa-718	134	1	4	4	X
ijassa-718	134	2	.	.	X
ijassa-718	134	3	integrated	integrate	VERB
ijassa-718	134	4	model	model	NOUN
ijassa-718	134	5	let	let	VERB
ijassa-718	134	6	t	t	PROPN
ijassa-718	134	7	opecx	opecx	PROPN
ijassa-718	134	8	control	control	NOUN
ijassa-718	134	9	by	by	ADP
ijassa-718	134	10	opec	opec	PROPN
ijassa-718	134	11	+	+	X
ijassa-718	134	12	in	in	ADP
ijassa-718	134	13	the	the	DET
ijassa-718	134	14	form	form	NOUN
ijassa-718	134	15	of	of	ADP
ijassa-718	134	16	a	a	DET
ijassa-718	134	17	decrease	decrease	NOUN
ijassa-718	134	18	or	or	CCONJ
ijassa-718	134	19	increase	increase	VERB
ijassa-718	134	20	oil	oil	NOUN
ijassa-718	134	21	production	production	NOUN
ijassa-718	134	22	in	in	ADP
ijassa-718	134	23	period	period	NOUN
ijassa-718	134	24	t.	t.	NOUN
ijassa-718	134	25	the	the	DET
ijassa-718	134	26	value	value	NOUN
ijassa-718	134	27	t	t	PROPN
ijassa-718	134	28	opecx	opecx	PROPN
ijassa-718	134	29	is	be	AUX
ijassa-718	134	30	determined	determine	VERB
ijassa-718	134	31	depending	depend	VERB
ijassa-718	134	32	on	on	ADP
ijassa-718	134	33	the	the	DET
ijassa-718	134	34	ratio	ratio	NOUN
ijassa-718	134	35	of	of	ADP
ijassa-718	134	36	market	market	NOUN
ijassa-718	134	37	oil	oil	NOUN
ijassa-718	134	38	prices	price	NOUN
ijassa-718	134	39	in	in	ADP
ijassa-718	134	40	the	the	DET
ijassa-718	134	41	previous	previous	ADJ
ijassa-718	134	42	period	period	NOUN
ijassa-718	134	43	t-1	t-1	PROPN
ijassa-718	134	44	and	and	CCONJ
ijassa-718	134	45	the	the	DET
ijassa-718	134	46	boundaries	boundary	NOUN
ijassa-718	134	47	of	of	ADP
ijassa-718	134	48	a	a	DET
ijassa-718	134	49	given	give	VERB
ijassa-718	134	50	interval	interval	NOUN
ijassa-718	134	51	.	.	PUNCT
ijassa-718	135	1	the	the	DET
ijassa-718	135	2	choice	choice	NOUN
ijassa-718	135	3	mechanism	mechanism	NOUN
ijassa-718	135	4	is	be	AUX
ijassa-718	135	5	denoted	denote	VERB
ijassa-718	135	6	by	by	PROPN
ijassa-718	135	7	,	,	PUNCT
ijassa-718	135	8	)	)	PUNCT
ijassa-718	135	9	,	,	PUNCT
ijassa-718	135	10	,	,	PUNCT
ijassa-718	135	11	(	(	PUNCT
ijassa-718	135	12	x	x	X
ijassa-718	135	13	вн	вн	ADP
ijassa-718	135	14	tt	tt	PRON
ijassa-718	135	15	opec	opec	PROPN
ijassa-718	135	16	ppp	ppp	PROPN
ijassa-718	135	17	,	,	PUNCT
ijassa-718	135	18	where	where	SCONJ
ijassa-718	135	19	нp	нp	INTJ
ijassa-718	135	20	and	and	CCONJ
ijassa-718	135	21	вp	вp	NOUN
ijassa-718	135	22	are	be	AUX
ijassa-718	135	23	the	the	DET
ijassa-718	135	24	boundaries	boundary	NOUN
ijassa-718	135	25	of	of	ADP
ijassa-718	135	26	the	the	DET
ijassa-718	135	27	target	target	NOUN
ijassa-718	135	28	range	range	NOUN
ijassa-718	135	29	.	.	PUNCT
ijassa-718	136	1	for	for	ADP
ijassa-718	136	2	example	example	NOUN
ijassa-718	136	3	,	,	PUNCT
ijassa-718	136	4	this	this	DET
ijassa-718	136	5	mechanism	mechanism	NOUN
ijassa-718	136	6	may	may	AUX
ijassa-718	136	7	be	be	AUX
ijassa-718	136	8	as	as	SCONJ
ijassa-718	136	9	follows	follow	VERB
ijassa-718	136	10	:	:	PUNCT
ijassa-718	136	11	tttt	tttt	NUM
ijassa-718	136	12	opec	opec	PROPN
ijassa-718	136	13	ksd	ksd	PROPN
ijassa-718	136	14			NOUN
ijassa-718	136	15			PROPN
ijassa-718	136	16			ADV
ijassa-718	136	17	)	)	PUNCT
ijassa-718	136	18	(	(	PUNCT
ijassa-718	136	19	x	x	SYM
ijassa-718	136	20	11	11	NUM
ijassa-718	136	21	,	,	PUNCT
ijassa-718	136	22	where	where	SCONJ
ijassa-718	136	23	the	the	DET
ijassa-718	136	24	coefficient	coefficient	NOUN
ijassa-718	136	25	tk	tk	PROPN
ijassa-718	136	26	,	,	PUNCT
ijassa-718	136	27	which	which	PRON
ijassa-718	136	28	depends	depend	VERB
ijassa-718	136	29	on	on	ADP
ijassa-718	136	30	the	the	DET
ijassa-718	136	31	degree	degree	NOUN
ijassa-718	136	32	of	of	ADP
ijassa-718	136	33	deviation	deviation	NOUN
ijassa-718	136	34	1tp	1tp	NUM
ijassa-718	136	35	from	from	ADP
ijassa-718	136	36	the	the	DET
ijassa-718	136	37	target	target	NOUN
ijassa-718	136	38	level	level	NOUN
ijassa-718	136	39	)	)	PUNCT
ijassa-718	136	40	10	10	NUM
ijassa-718	136	41	(	(	PUNCT
ijassa-718	136	42			PROPN
ijassa-718	136	43	tk	tk	PROPN
ijassa-718	136	44	.	.	PUNCT
ijassa-718	137	1	t	t	PROPN
ijassa-718	137	2	kd	kd	PROPN
ijassa-718	137	3	the	the	DET
ijassa-718	137	4	scenarios	scenario	NOUN
ijassa-718	137	5	of	of	ADP
ijassa-718	137	6	global	global	ADJ
ijassa-718	137	7	oil	oil	NOUN
ijassa-718	137	8	demand	demand	NOUN
ijassa-718	137	9	.	.	PUNCT
ijassa-718	138	1	it	it	PRON
ijassa-718	138	2	is	be	AUX
ijassa-718	138	3	assumed	assume	VERB
ijassa-718	138	4	that	that	SCONJ
ijassa-718	138	5	the	the	DET
ijassa-718	138	6	demand	demand	NOUN
ijassa-718	138	7	t	t	X
ijassa-718	138	8	kd	kd	PROPN
ijassa-718	138	9	is	be	AUX
ijassa-718	138	10	unknown	unknown	ADJ
ijassa-718	138	11	in	in	ADP
ijassa-718	138	12	advance	advance	NOUN
ijassa-718	138	13	to	to	ADP
ijassa-718	138	14	market	market	NOUN
ijassa-718	138	15	participants	participant	NOUN
ijassa-718	138	16	.	.	PUNCT
ijassa-718	139	1	the	the	DET
ijassa-718	139	2	pricing	pricing	NOUN
ijassa-718	139	3	model	model	NOUN
ijassa-718	139	4	on	on	ADP
ijassa-718	139	5	the	the	DET
ijassa-718	139	6	market	market	NOUN
ijassa-718	139	7	is	be	AUX
ijassa-718	139	8	given	give	VERB
ijassa-718	139	9	by	by	ADP
ijassa-718	139	10	the	the	DET
ijassa-718	139	11	recurrence	recurrence	NOUN
ijassa-718	139	12	formula	formula	NOUN
ijassa-718	139	13	[	[	X
ijassa-718	139	14	2	2	NUM
ijassa-718	139	15	]	]	PUNCT
ijassa-718	139	16	:	:	PUNCT
ijassa-718	139	17			NOUN
ijassa-718	139	18			NUM
ijassa-718	139	19	)	)	PUNCT
ijassa-718	139	20	s	s	PART
ijassa-718	139	21	(	(	PUNCT
ijassa-718	139	22	)	)	PUNCT
ijassa-718	139	23	(	(	PUNCT
ijassa-718	139	24	1	1	NUM
ijassa-718	139	25	(	(	PUNCT
ijassa-718	139	26	2	2	NUM
ijassa-718	139	27	2	2	NUM
ijassa-718	139	28	t	t	NOUN
ijassa-718	139	29	2	2	NUM
ijassa-718	139	30	*	*	NOUN
ijassa-718	139	31			X
ijassa-718	139	32			CCONJ
ijassa-718	139	33			X
ijassa-718	139	34			PUNCT
ijassa-718	139	35			NOUN
ijassa-718	139	36			PROPN
ijassa-718	139	37	t	t	PROPN
ijassa-718	139	38	t	t	PROPN
ijassa-718	139	39	t	t	PROPN
ijassa-718	139	40	k	k	PROPN
ijassa-718	139	41	t	t	PROPN
ijassa-718	139	42	t	t	PROPN
ijassa-718	139	43	t	t	PROPN
ijassa-718	139	44	t	t	PROPN
ijassa-718	139	45	t	t	PROPN
ijassa-718	139	46	k	k	PROPN
ijassa-718	139	47	t	t	PROPN
ijassa-718	139	48	d	d	X
ijassa-718	139	49	d	d	PROPN
ijassa-718	139	50	ttpp	ttpp	VERB
ijassa-718	139	51			NUM
ijassa-718	139	52	(	(	PUNCT
ijassa-718	139	53	2	2	NUM
ijassa-718	139	54	)	)	PUNCT
ijassa-718	139	55	here	here	ADV
ijassa-718	139	56	ts	ts	ADP
ijassa-718	139	57	is	be	AUX
ijassa-718	139	58	the	the	DET
ijassa-718	139	59	total	total	ADJ
ijassa-718	139	60	oil	oil	NOUN
ijassa-718	139	61	supply	supply	NOUN
ijassa-718	139	62	on	on	ADP
ijassa-718	139	63	the	the	DET
ijassa-718	139	64	market	market	NOUN
ijassa-718	139	65	,	,	PUNCT
ijassa-718	139	66	t	t	PROPN
ijassa-718	139	67	nonopec	nonopec	PROPN
ijassa-718	139	68	t	t	PROPN
ijassa-718	139	69	opecshale	opecshale	VERB
ijassa-718	139	70	ss	ss	ADP
ijassa-718	139	71			PROPN
ijassa-718	139	72			VERB
ijassa-718	139	73	tt	tt	PROPN
ijassa-718	139	74	ss	ss	INTJ
ijassa-718	139	75	.	.	PUNCT
ijassa-718	140	1	in	in	ADP
ijassa-718	140	2	accordance	accordance	NOUN
ijassa-718	140	3	with	with	ADP
ijassa-718	140	4	[	[	X
ijassa-718	140	5	2	2	NUM
ijassa-718	140	6	]	]	PUNCT
ijassa-718	140	7	,	,	PUNCT
ijassa-718	140	8	the	the	DET
ijassa-718	140	9	coefficient	coefficient	NOUN
ijassa-718	140	10	of	of	ADP
ijassa-718	140	11	price	price	NOUN
ijassa-718	140	12	elasticity	elasticity	NOUN
ijassa-718	140	13	in	in	ADP
ijassa-718	140	14	the	the	DET
ijassa-718	140	15	model	model	NOUN
ijassa-718	140	16			PROPN
ijassa-718	140	17			PUNCT
ijassa-718	140	18	)	)	PUNCT
ijassa-718	141	1	(	(	PUNCT
ijassa-718	141	2	t	t	NOUN
ijassa-718	141	3	,	,	PUNCT
ijassa-718	141	4	if	if	SCONJ
ijassa-718	141	5	0st	0st	NOUN
ijassa-718	141	6	t	t	ADP
ijassa-718	141	7	kd	kd	PROPN
ijassa-718	141	8	and	and	CCONJ
ijassa-718	141	9			ADJ
ijassa-718	141	10			PUNCT
ijassa-718	141	11	)	)	PUNCT
ijassa-718	141	12	(	(	PUNCT
ijassa-718	141	13	t	t	NOUN
ijassa-718	141	14	otherwise	otherwise	ADV
ijassa-718	141	15	.	.	PUNCT
ijassa-718	142	1	the	the	DET
ijassa-718	142	2	medium	medium	ADJ
ijassa-718	142	3	value	value	NOUN
ijassa-718	142	4			ADV
ijassa-718	142	5	is	be	AUX
ijassa-718	142	6	equal	equal	ADJ
ijassa-718	142	7	to	to	ADP
ijassa-718	142	8	9.75	9.75	NUM
ijassa-718	142	9	and	and	CCONJ
ijassa-718	142	10	,	,	PUNCT
ijassa-718	142	11	accordingly	accordingly	ADV
ijassa-718	142	12	,	,	PUNCT
ijassa-718	142	13			X
ijassa-718	142	14	is	be	AUX
ijassa-718	142	15	equal	equal	ADJ
ijassa-718	142	16	to	to	ADP
ijassa-718	142	17	28.7	28.7	NUM
ijassa-718	142	18	.	.	PUNCT
ijassa-718	143	1	the	the	DET
ijassa-718	143	2	model	model	NOUN
ijassa-718	143	3	uses	use	VERB
ijassa-718	143	4	the	the	DET
ijassa-718	143	5	information	information	NOUN
ijassa-718	143	6	on	on	ADP
ijassa-718	143	7	the	the	DET
ijassa-718	143	8	dynamics	dynamic	NOUN
ijassa-718	143	9	of	of	ADP
ijassa-718	143	10	supply	supply	NOUN
ijassa-718	143	11	and	and	CCONJ
ijassa-718	143	12	demand	demand	NOUN
ijassa-718	143	13	for	for	ADP
ijassa-718	143	14	the	the	DET
ijassa-718	143	15	two	two	NUM
ijassa-718	143	16	previous	previous	ADJ
ijassa-718	143	17	periods	period	NOUN
ijassa-718	143	18	to	to	PART
ijassa-718	143	19	calculate	calculate	VERB
ijassa-718	143	20	the	the	DET
ijassa-718	143	21	forecast	forecast	NOUN
ijassa-718	143	22	price	price	NOUN
ijassa-718	143	23	.	.	PUNCT
ijassa-718	144	1	the	the	DET
ijassa-718	144	2	value	value	NOUN
ijassa-718	144	3			PROPN
ijassa-718	144	4	tp	tp	NUM
ijassa-718	144	5	*	*	PUNCT
ijassa-718	144	6	is	be	AUX
ijassa-718	144	7	calculated	calculate	VERB
ijassa-718	144	8	as	as	SCONJ
ijassa-718	144	9	follows	follow	VERB
ijassa-718	144	10	:	:	PUNCT
ijassa-718	144	11			NOUN
ijassa-718	144	12			SYM
ijassa-718	144	13			NOUN
ijassa-718	145	1	0	0	NOUN
ijassa-718	145	2	*	*	PUNCT
ijassa-718	145	3	*	*	PUNCT
ijassa-718	146	1	ptp	ptp	PROPN
ijassa-718	146	2			PROPN
ijassa-718	146	3	,	,	PUNCT
ijassa-718	146	4	where	where	SCONJ
ijassa-718	146	5			NOUN
ijassa-718	146	6	0*p	0*p	PUNCT
ijassa-718	146	7	is	be	AUX
ijassa-718	146	8	the	the	DET
ijassa-718	146	9	oil	oil	NOUN
ijassa-718	146	10	price	price	NOUN
ijassa-718	146	11	in	in	ADP
ijassa-718	146	12	the	the	DET
ijassa-718	146	13	initial	initial	ADJ
ijassa-718	146	14	period	period	NOUN
ijassa-718	146	15	.	.	PUNCT
ijassa-718	147	1	if	if	SCONJ
ijassa-718	147	2	at	at	ADP
ijassa-718	147	3	some	some	DET
ijassa-718	147	4	time	time	NOUN
ijassa-718	147	5	"	"	PUNCT
ijassa-718	147	6	t	t	NOUN
ijassa-718	147	7			NOUN
ijassa-718	147	8			PUNCT
ijassa-718	147	9			NOUN
ijassa-718	148	1	tstd	tstd	ADP
ijassa-718	148	2			NUM
ijassa-718	148	3	,	,	PUNCT
ijassa-718	148	4	then	then	ADV
ijassa-718	148	5			PROPN
ijassa-718	148	6	tp	tp	NOUN
ijassa-718	148	7	*	*	PUNCT
ijassa-718	148	8	"	"	PUNCT
ijassa-718	148	9	tp	tp	VERB
ijassa-718	148	10	for	for	ADP
ijassa-718	148	11	all	all	DET
ijassa-718	148	12	"	"	PUNCT
ijassa-718	148	13	tt	tt	PROPN
ijassa-718	148	14			NUM
ijassa-718	148	15	.	.	PUNCT
ijassa-718	149	1	the	the	DET
ijassa-718	149	2	model	model	NOUN
ijassa-718	149	3	takes	take	VERB
ijassa-718	149	4	into	into	ADP
ijassa-718	149	5	account	account	NOUN
ijassa-718	149	6	the	the	DET
ijassa-718	149	7	"	"	PUNCT
ijassa-718	149	8	hysteresis	hysteresis	NOUN
ijassa-718	149	9	"	"	PUNCT
ijassa-718	149	10	property	property	NOUN
ijassa-718	149	11	when	when	SCONJ
ijassa-718	149	12	calculating	calculate	VERB
ijassa-718	149	13	the	the	DET
ijassa-718	149	14	price	price	NOUN
ijassa-718	149	15	.	.	PUNCT
ijassa-718	150	1	the	the	DET
ijassa-718	150	2	new	new	ADJ
ijassa-718	150	3	equilibrium	equilibrium	NOUN
ijassa-718	150	4	value	value	NOUN
ijassa-718	150	5	of	of	ADP
ijassa-718	150	6	the	the	DET
ijassa-718	150	7	price	price	NOUN
ijassa-718	150	8	can	can	AUX
ijassa-718	150	9	be	be	AUX
ijassa-718	150	10	determined	determine	VERB
ijassa-718	150	11	at	at	ADP
ijassa-718	150	12	a	a	DET
ijassa-718	150	13	level	level	NOUN
ijassa-718	150	14	different	different	ADJ
ijassa-718	150	15	from	from	ADP
ijassa-718	150	16	the	the	DET
ijassa-718	150	17	initial	initial	ADJ
ijassa-718	150	18	one	one	NUM
ijassa-718	150	19	.	.	PUNCT
ijassa-718	151	1	in	in	ADP
ijassa-718	151	2	[	[	X
ijassa-718	151	3	2	2	NUM
ijassa-718	151	4	]	]	PUNCT
ijassa-718	151	5	,	,	PUNCT
ijassa-718	151	6	it	it	PRON
ijassa-718	151	7	was	be	AUX
ijassa-718	151	8	shown	show	VERB
ijassa-718	151	9	that	that	SCONJ
ijassa-718	151	10	the	the	DET
ijassa-718	151	11	coefficient	coefficient	NOUN
ijassa-718	151	12	of	of	ADP
ijassa-718	151	13	elasticity	elasticity	NOUN
ijassa-718	151	14	in	in	ADP
ijassa-718	151	15	the	the	DET
ijassa-718	151	16	zone	zone	NOUN
ijassa-718	151	17	of	of	ADP
ijassa-718	151	18	oil	oil	NOUN
ijassa-718	151	19	deficiency	deficiency	NOUN
ijassa-718	151	20	is	be	AUX
ijassa-718	151	21	less	less	ADJ
ijassa-718	151	22	than	than	ADP
ijassa-718	151	23	the	the	DET
ijassa-718	151	24	coefficient	coefficient	NOUN
ijassa-718	151	25	of	of	ADP
ijassa-718	151	26	elasticity	elasticity	NOUN
ijassa-718	151	27	in	in	ADP
ijassa-718	151	28	the	the	DET
ijassa-718	151	29	zone	zone	NOUN
ijassa-718	151	30	of	of	ADP
ijassa-718	151	31	surplus	surplus	NOUN
ijassa-718	151	32	.	.	PUNCT
ijassa-718	152	1	this	this	PRON
ijassa-718	152	2	is	be	AUX
ijassa-718	152	3	due	due	ADJ
ijassa-718	152	4	to	to	ADP
ijassa-718	152	5	the	the	DET
ijassa-718	152	6	fact	fact	NOUN
ijassa-718	152	7	that	that	SCONJ
ijassa-718	152	8	in	in	ADP
ijassa-718	152	9	a	a	DET
ijassa-718	152	10	period	period	NOUN
ijassa-718	152	11	of	of	ADP
ijassa-718	152	12	high	high	ADJ
ijassa-718	152	13	oil	oil	NOUN
ijassa-718	152	14	prices	price	NOUN
ijassa-718	152	15	even	even	ADV
ijassa-718	152	16	with	with	ADP
ijassa-718	152	17	a	a	DET
ijassa-718	152	18	shortage	shortage	NOUN
ijassa-718	152	19	of	of	ADP
ijassa-718	152	20	oil	oil	NOUN
ijassa-718	152	21	(	(	PUNCT
ijassa-718	152	22	demand	demand	NOUN
ijassa-718	152	23	exceeds	exceed	VERB
ijassa-718	152	24	supply	supply	NOUN
ijassa-718	152	25	)	)	PUNCT
ijassa-718	152	26	,	,	PUNCT
ijassa-718	152	27	it	it	PRON
ijassa-718	152	28	is	be	AUX
ijassa-718	152	29	more	more	ADV
ijassa-718	152	30	profitable	profitable	ADJ
ijassa-718	152	31	for	for	SCONJ
ijassa-718	152	32	oil	oil	NOUN
ijassa-718	152	33	companies	company	NOUN
ijassa-718	152	34	to	to	PART
ijassa-718	152	35	increase	increase	VERB
ijassa-718	152	36	production	production	NOUN
ijassa-718	152	37	and	and	CCONJ
ijassa-718	152	38	not	not	PART
ijassa-718	152	39	raise	raise	VERB
ijassa-718	152	40	prices	price	NOUN
ijassa-718	152	41	too	too	ADV
ijassa-718	152	42	high	high	ADJ
ijassa-718	152	43	,	,	PUNCT
ijassa-718	152	44	since	since	SCONJ
ijassa-718	152	45	this	this	PRON
ijassa-718	152	46	may	may	AUX
ijassa-718	152	47	lead	lead	VERB
ijassa-718	152	48	to	to	ADP
ijassa-718	152	49	an	an	DET
ijassa-718	152	50	irreversible	irreversible	ADJ
ijassa-718	152	51	decrease	decrease	NOUN
ijassa-718	152	52	in	in	ADP
ijassa-718	152	53	demand	demand	NOUN
ijassa-718	152	54	due	due	ADP
ijassa-718	152	55	to	to	ADP
ijassa-718	152	56	market	market	NOUN
ijassa-718	152	57	adaptation	adaptation	NOUN
ijassa-718	152	58	to	to	ADP
ijassa-718	152	59	new	new	ADJ
ijassa-718	152	60	conditions	condition	NOUN
ijassa-718	152	61	.	.	PUNCT
ijassa-718	153	1	during	during	ADP
ijassa-718	153	2	the	the	DET
ijassa-718	153	3	period	period	NOUN
ijassa-718	153	4	of	of	ADP
ijassa-718	153	5	oil	oil	NOUN
ijassa-718	153	6	surplus	surplus	NOUN
ijassa-718	153	7	on	on	ADP
ijassa-718	153	8	the	the	DET
ijassa-718	153	9	market	market	NOUN
ijassa-718	153	10	(	(	PUNCT
ijassa-718	153	11	supply	supply	NOUN
ijassa-718	153	12	exceeds	exceed	VERB
ijassa-718	153	13	demand	demand	NOUN
ijassa-718	153	14	)	)	PUNCT
ijassa-718	153	15	,	,	PUNCT
ijassa-718	153	16	it	it	PRON
ijassa-718	153	17	is	be	AUX
ijassa-718	153	18	more	more	ADV
ijassa-718	153	19	profitable	profitable	ADJ
ijassa-718	153	20	for	for	SCONJ
ijassa-718	153	21	oil	oil	NOUN
ijassa-718	153	22	companies	company	NOUN
ijassa-718	153	23	to	to	PART
ijassa-718	153	24	reduce	reduce	VERB
ijassa-718	153	25	the	the	DET
ijassa-718	153	26	oil	oil	NOUN
ijassa-718	153	27	price	price	NOUN
ijassa-718	153	28	and	and	CCONJ
ijassa-718	153	29	thereby	thereby	ADV
ijassa-718	153	30	stimulate	stimulate	VERB
ijassa-718	153	31	oil	oil	NOUN
ijassa-718	153	32	demand	demand	NOUN
ijassa-718	153	33	.	.	PUNCT
ijassa-718	154	1	moreover	moreover	ADV
ijassa-718	154	2	,	,	PUNCT
ijassa-718	154	3	companies	company	NOUN
ijassa-718	154	4	with	with	ADP
ijassa-718	154	5	a	a	DET
ijassa-718	154	6	low	low	ADJ
ijassa-718	154	7	break	break	NOUN
ijassa-718	154	8	-	-	PUNCT
ijassa-718	154	9	even	even	ADV
ijassa-718	154	10	point	point	NOUN
ijassa-718	154	11	have	have	VERB
ijassa-718	154	12	the	the	DET
ijassa-718	154	13	advantage	advantage	NOUN
ijassa-718	154	14	of	of	ADP
ijassa-718	154	15	reducing	reduce	VERB
ijassa-718	154	16	the	the	DET
ijassa-718	154	17	oil	oil	NOUN
ijassa-718	154	18	model	model	NOUN
ijassa-718	154	19	behavior	behavior	NOUN
ijassa-718	154	20	us	us	PROPN
ijassa-718	154	21	shale	shale	NOUN
ijassa-718	154	22	companies	company	NOUN
ijassa-718	154	23	market	market	NOUN
ijassa-718	154	24	model	model	NOUN
ijassa-718	154	25	demand	demand	NOUN
ijassa-718	154	26	scenarios	scenario	VERB
ijassa-718	154	27	opec	opec	PROPN
ijassa-718	154	28	+	+	NOUN
ijassa-718	154	29	:	:	PUNCT
ijassa-718	154	30	production	production	NOUN
ijassa-718	154	31	and	and	CCONJ
ijassa-718	154	32	supply	supply	NOUN
ijassa-718	154	33	of	of	ADP
ijassa-718	154	34	oil	oil	NOUN
ijassa-718	154	35	scenarios	scenario	NOUN
ijassa-718	154	36	of	of	ADP
ijassa-718	154	37	production	production	NOUN
ijassa-718	154	38	of	of	ADP
ijassa-718	154	39	non	non	ADJ
ijassa-718	154	40	-	-	ADJ
ijassa-718	154	41	opec	opec	ADJ
ijassa-718	154	42	countries	country	NOUN
ijassa-718	154	43	modeling	model	VERB
ijassa-718	154	44	and	and	CCONJ
ijassa-718	154	45	estimating	estimate	VERB
ijassa-718	154	46	the	the	DET
ijassa-718	154	47	impact	impact	NOUN
ijassa-718	154	48	of	of	ADP
ijassa-718	154	49	the	the	DET
ijassa-718	154	50	opec	opec	PROPN
ijassa-718	154	51	agreement	agreement	NOUN
ijassa-718	154	52	137	137	NUM
ijassa-718	154	53	copyright	copyright	NOUN
ijassa-718	154	54	©	©	PROPN
ijassa-718	154	55	2019	2019	NUM
ijassa-718	154	56	assa	assa	NOUN
ijassa-718	154	57	.	.	PUNCT
ijassa-718	155	1	adv	adv	PROPN
ijassa-718	155	2	.	.	PUNCT
ijassa-718	156	1	in	in	ADP
ijassa-718	156	2	systems	system	NOUN
ijassa-718	156	3	science	science	NOUN
ijassa-718	156	4	and	and	CCONJ
ijassa-718	156	5	appl	appl	NOUN
ijassa-718	156	6	.	.	PUNCT
ijassa-718	157	1	(	(	PUNCT
ijassa-718	157	2	2019	2019	NUM
ijassa-718	157	3	)	)	PUNCT
ijassa-718	157	4	price	price	NOUN
ijassa-718	157	5	without	without	ADP
ijassa-718	157	6	losing	lose	VERB
ijassa-718	157	7	a	a	DET
ijassa-718	157	8	positive	positive	ADJ
ijassa-718	157	9	profitability	profitability	NOUN
ijassa-718	157	10	.	.	PUNCT
ijassa-718	158	1	as	as	ADP
ijassa-718	158	2	a	a	DET
ijassa-718	158	3	result	result	NOUN
ijassa-718	158	4	,	,	PUNCT
ijassa-718	158	5	some	some	DET
ijassa-718	158	6	players	player	NOUN
ijassa-718	158	7	leave	leave	VERB
ijassa-718	158	8	the	the	DET
ijassa-718	158	9	market	market	NOUN
ijassa-718	158	10	and	and	CCONJ
ijassa-718	158	11	,	,	PUNCT
ijassa-718	158	12	accordingly	accordingly	ADV
ijassa-718	158	13	,	,	PUNCT
ijassa-718	158	14	the	the	DET
ijassa-718	158	15	oil	oil	NOUN
ijassa-718	158	16	supplies	supply	NOUN
ijassa-718	158	17	are	be	AUX
ijassa-718	158	18	reduced	reduce	VERB
ijassa-718	158	19	[	[	PUNCT
ijassa-718	158	20	3	3	NUM
ijassa-718	158	21	]	]	PUNCT
ijassa-718	158	22	.	.	PUNCT
ijassa-718	159	1	figures	figure	NOUN
ijassa-718	159	2	5	5	NUM
ijassa-718	159	3	and	and	CCONJ
ijassa-718	159	4	6	6	NUM
ijassa-718	159	5	show	show	VERB
ijassa-718	159	6	the	the	DET
ijassa-718	159	7	results	result	NOUN
ijassa-718	159	8	of	of	ADP
ijassa-718	159	9	testing	test	VERB
ijassa-718	159	10	the	the	DET
ijassa-718	159	11	proposed	propose	VERB
ijassa-718	159	12	model	model	NOUN
ijassa-718	159	13	on	on	ADP
ijassa-718	159	14	historical	historical	ADJ
ijassa-718	159	15	data	datum	NOUN
ijassa-718	159	16	on	on	ADP
ijassa-718	159	17	demand	demand	NOUN
ijassa-718	159	18	,	,	PUNCT
ijassa-718	159	19	supply	supply	NOUN
ijassa-718	159	20	and	and	CCONJ
ijassa-718	159	21	oil	oil	NOUN
ijassa-718	159	22	price	price	NOUN
ijassa-718	159	23	in	in	ADP
ijassa-718	159	24	the	the	DET
ijassa-718	159	25	period	period	NOUN
ijassa-718	159	26	2q	2q	NUM
ijassa-718	159	27	2013	2013	NUM
ijassa-718	159	28	4q	4q	NOUN
ijassa-718	159	29	2018	2018	NUM
ijassa-718	159	30	.	.	PUNCT
ijassa-718	160	1	source	source	NOUN
ijassa-718	160	2	:	:	PUNCT
ijassa-718	160	3	international	international	ADJ
ijassa-718	160	4	energy	energy	NOUN
ijassa-718	160	5	agency	agency	NOUN
ijassa-718	160	6	(	(	PUNCT
ijassa-718	160	7	https://www.iea.org/oilmarketreport/omrpublic	https://www.iea.org/oilmarketreport/omrpublic	PROPN
ijassa-718	160	8	)	)	PUNCT
ijassa-718	160	9	.	.	PUNCT
ijassa-718	161	1	fig	fig	NOUN
ijassa-718	161	2	.	.	PUNCT
ijassa-718	162	1	5	5	X
ijassa-718	162	2	.	.	X
ijassa-718	162	3	oil	oil	NOUN
ijassa-718	162	4	demand	demand	NOUN
ijassa-718	162	5	and	and	CCONJ
ijassa-718	162	6	supply	supply	NOUN
ijassa-718	162	7	balance	balance	NOUN
ijassa-718	162	8	fig	fig	NOUN
ijassa-718	162	9	.	.	PUNCT
ijassa-718	163	1	6	6	NUM
ijassa-718	163	2	.	.	X
ijassa-718	163	3	price	price	NOUN
ijassa-718	163	4	and	and	CCONJ
ijassa-718	163	5	balance	balance	NOUN
ijassa-718	163	6	on	on	ADP
ijassa-718	163	7	the	the	DET
ijassa-718	163	8	oil	oil	NOUN
ijassa-718	163	9	market	market	NOUN
ijassa-718	163	10	the	the	DET
ijassa-718	163	11	results	result	NOUN
ijassa-718	163	12	show	show	VERB
ijassa-718	163	13	that	that	SCONJ
ijassa-718	163	14	the	the	DET
ijassa-718	163	15	oil	oil	NOUN
ijassa-718	163	16	price	price	NOUN
ijassa-718	163	17	obtained	obtain	VERB
ijassa-718	163	18	using	use	VERB
ijassa-718	163	19	the	the	DET
ijassa-718	163	20	model	model	NOUN
ijassa-718	163	21	is	be	AUX
ijassa-718	163	22	quite	quite	ADV
ijassa-718	163	23	consistent	consistent	ADJ
ijassa-718	163	24	with	with	ADP
ijassa-718	163	25	historical	historical	ADJ
ijassa-718	163	26	data	datum	NOUN
ijassa-718	163	27	.	.	PUNCT
ijassa-718	164	1	the	the	DET
ijassa-718	164	2	deviation	deviation	NOUN
ijassa-718	164	3	of	of	ADP
ijassa-718	164	4	the	the	DET
ijassa-718	164	5	forecast	forecast	NOUN
ijassa-718	164	6	price	price	NOUN
ijassa-718	164	7	from	from	ADP
ijassa-718	164	8	the	the	DET
ijassa-718	164	9	historical	historical	ADJ
ijassa-718	164	10	one	one	NUM
ijassa-718	164	11	in	in	ADP
ijassa-718	164	12	some	some	DET
ijassa-718	164	13	periods	period	NOUN
ijassa-718	164	14	can	can	AUX
ijassa-718	164	15	be	be	AUX
ijassa-718	164	16	explained	explain	VERB
ijassa-718	164	17	by	by	ADP
ijassa-718	164	18	the	the	DET
ijassa-718	164	19	increasing	increase	VERB
ijassa-718	164	20	role	role	NOUN
ijassa-718	164	21	of	of	ADP
ijassa-718	164	22	factors	factor	NOUN
ijassa-718	164	23	unrelated	unrelated	ADJ
ijassa-718	164	24	to	to	ADP
ijassa-718	164	25	the	the	DET
ijassa-718	164	26	balance	balance	NOUN
ijassa-718	164	27	of	of	ADP
ijassa-718	164	28	supply	supply	NOUN
ijassa-718	164	29	and	and	CCONJ
ijassa-718	164	30	demand	demand	NOUN
ijassa-718	164	31	in	in	ADP
ijassa-718	164	32	the	the	DET
ijassa-718	164	33	market	market	NOUN
ijassa-718	164	34	.	.	PUNCT
ijassa-718	165	1	for	for	ADP
ijassa-718	165	2	example	example	NOUN
ijassa-718	165	3	,	,	PUNCT
ijassa-718	165	4	in	in	ADP
ijassa-718	165	5	the	the	DET
ijassa-718	165	6	period	period	NOUN
ijassa-718	165	7	2q	2q	NUM
ijassa-718	165	8	2013	2013	NUM
ijassa-718	165	9	4q	4q	NOUN
ijassa-718	165	10	2018	2018	NUM
ijassa-718	165	11	,	,	PUNCT
ijassa-718	165	12	the	the	DET
ijassa-718	165	13	oil	oil	NOUN
ijassa-718	165	14	price	price	NOUN
ijassa-718	165	15	was	be	AUX
ijassa-718	165	16	also	also	ADV
ijassa-718	165	17	influenced	influence	VERB
ijassa-718	165	18	by	by	ADP
ijassa-718	165	19	foreign	foreign	ADJ
ijassa-718	165	20	factors	factor	NOUN
ijassa-718	165	21	,	,	PUNCT
ijassa-718	165	22	mainly	mainly	ADV
ijassa-718	165	23	related	relate	VERB
ijassa-718	165	24	to	to	ADP
ijassa-718	165	25	the	the	DET
ijassa-718	165	26	events	event	NOUN
ijassa-718	165	27	in	in	ADP
ijassa-718	165	28	venezuela	venezuela	PROPN
ijassa-718	165	29	and	and	CCONJ
ijassa-718	165	30	the	the	DET
ijassa-718	165	31	us	us	PROPN
ijassa-718	165	32	sanctions	sanction	NOUN
ijassa-718	165	33	against	against	ADP
ijassa-718	165	34	iran	iran	PROPN
ijassa-718	165	35	.	.	PUNCT
ijassa-718	166	1	the	the	DET
ijassa-718	166	2	model	model	NOUN
ijassa-718	166	3	described	describe	VERB
ijassa-718	166	4	in	in	ADP
ijassa-718	166	5	this	this	DET
ijassa-718	166	6	section	section	NOUN
ijassa-718	166	7	makes	make	VERB
ijassa-718	166	8	it	it	PRON
ijassa-718	166	9	possible	possible	ADJ
ijassa-718	166	10	,	,	PUNCT
ijassa-718	166	11	using	use	VERB
ijassa-718	166	12	data	datum	NOUN
ijassa-718	166	13	on	on	ADP
ijassa-718	166	14	demand	demand	NOUN
ijassa-718	166	15	options	option	NOUN
ijassa-718	166	16	,	,	PUNCT
ijassa-718	166	17	production	production	NOUN
ijassa-718	166	18	scenarios	scenario	NOUN
ijassa-718	166	19	of	of	ADP
ijassa-718	166	20	nonopec	nonopec	NOUN
ijassa-718	166	21	countries	country	NOUN
ijassa-718	166	22	,	,	PUNCT
ijassa-718	166	23	the	the	DET
ijassa-718	166	24	opec	opec	PROPN
ijassa-718	166	25	quota	quota	NOUN
ijassa-718	166	26	formation	formation	NOUN
ijassa-718	166	27	mechanism	mechanism	NOUN
ijassa-718	166	28	,	,	PUNCT
ijassa-718	166	29	to	to	PART
ijassa-718	166	30	calculate	calculate	VERB
ijassa-718	166	31	the	the	DET
ijassa-718	166	32	oil	oil	NOUN
ijassa-718	166	33	price	price	NOUN
ijassa-718	166	34	dynamics	dynamic	NOUN
ijassa-718	166	35	based	base	VERB
ijassa-718	166	36	on	on	ADP
ijassa-718	166	37	model	model	NOUN
ijassa-718	166	38	(	(	PUNCT
ijassa-718	166	39	2	2	NUM
ijassa-718	166	40	)	)	PUNCT
ijassa-718	166	41	.	.	PUNCT
ijassa-718	167	1	the	the	DET
ijassa-718	167	2	problem	problem	NOUN
ijassa-718	167	3	is	be	AUX
ijassa-718	167	4	to	to	PART
ijassa-718	167	5	choose	choose	VERB
ijassa-718	167	6	t	t	PROPN
ijassa-718	167	7	opecx	opecx	NUM
ijassa-718	167	8	in	in	ADP
ijassa-718	167	9	each	each	DET
ijassa-718	167	10	period	period	NOUN
ijassa-718	167	11	t	t	X
ijassa-718	167	12	the	the	DET
ijassa-718	167	13	value	value	NOUN
ijassa-718	167	14	at	at	ADP
ijassa-718	167	15	which	which	PRON
ijassa-718	167	16	the	the	DET
ijassa-718	167	17	oil	oil	NOUN
ijassa-718	167	18	price	price	NOUN
ijassa-718	167	19	will	will	AUX
ijassa-718	167	20	remain	remain	VERB
ijassa-718	167	21	in	in	ADP
ijassa-718	167	22	a	a	DET
ijassa-718	167	23	given	give	VERB
ijassa-718	167	24	target	target	NOUN
ijassa-718	167	25	range	range	NOUN
ijassa-718	167	26	.	.	PUNCT
ijassa-718	168	1	the	the	DET
ijassa-718	168	2	software	software	NOUN
ijassa-718	168	3	simulation	simulation	NOUN
ijassa-718	168	4	model	model	NOUN
ijassa-718	168	5	(	(	PUNCT
ijassa-718	168	6	fig	fig	NOUN
ijassa-718	168	7	.	.	PUNCT
ijassa-718	168	8	4	4	NUM
ijassa-718	168	9	)	)	PUNCT
ijassa-718	168	10	and	and	CCONJ
ijassa-718	168	11	the	the	DET
ijassa-718	168	12	optimization	optimization	NOUN
ijassa-718	168	13	and	and	CCONJ
ijassa-718	168	14	parameter	parameter	NOUN
ijassa-718	168	15	selection	selection	NOUN
ijassa-718	168	16	methods	method	NOUN
ijassa-718	168	17	are	be	AUX
ijassa-718	168	18	implemented	implement	VERB
ijassa-718	168	19	using	use	VERB
ijassa-718	168	20	ms	ms	PROPN
ijassa-718	168	21	excel	excel	NOUN
ijassa-718	168	22	.	.	PUNCT
ijassa-718	169	1	138	138	NUM
ijassa-718	169	2	v.	v.	ADP
ijassa-718	169	3	akinfiev	akinfiev	PROPN
ijassa-718	169	4	copyright	copyright	NOUN
ijassa-718	170	1	©	©	PROPN
ijassa-718	170	2	2019	2019	NUM
ijassa-718	170	3	assa	assa	PROPN
ijassa-718	170	4	adv	adv	PROPN
ijassa-718	170	5	.	.	PUNCT
ijassa-718	171	1	in	in	ADP
ijassa-718	171	2	systems	system	NOUN
ijassa-718	171	3	science	science	NOUN
ijassa-718	171	4	and	and	CCONJ
ijassa-718	171	5	appl	appl	NOUN
ijassa-718	171	6	.	.	PUNCT
ijassa-718	172	1	(	(	PUNCT
ijassa-718	172	2	2019	2019	NUM
ijassa-718	172	3	)	)	PUNCT
ijassa-718	172	4	4	4	NUM
ijassa-718	172	5	.	.	PUNCT
ijassa-718	173	1	analysis	analysis	NOUN
ijassa-718	173	2	of	of	ADP
ijassa-718	173	3	the	the	DET
ijassa-718	173	4	results	result	NOUN
ijassa-718	173	5	the	the	DET
ijassa-718	173	6	oil	oil	NOUN
ijassa-718	173	7	demand	demand	NOUN
ijassa-718	173	8	is	be	AUX
ijassa-718	173	9	not	not	PART
ijassa-718	173	10	elastic	elastic	ADJ
ijassa-718	173	11	,	,	PUNCT
ijassa-718	173	12	that	that	ADV
ijassa-718	173	13	is	is	ADV
ijassa-718	173	14	,	,	PUNCT
ijassa-718	173	15	it	it	PRON
ijassa-718	173	16	does	do	AUX
ijassa-718	173	17	not	not	PART
ijassa-718	173	18	depend	depend	VERB
ijassa-718	173	19	on	on	ADP
ijassa-718	173	20	changes	change	NOUN
ijassa-718	173	21	in	in	ADP
ijassa-718	173	22	the	the	DET
ijassa-718	173	23	market	market	NOUN
ijassa-718	173	24	price	price	NOUN
ijassa-718	173	25	and	and	CCONJ
ijassa-718	173	26	is	be	AUX
ijassa-718	173	27	set	set	VERB
ijassa-718	173	28	exogenously	exogenously	ADV
ijassa-718	173	29	in	in	ADP
ijassa-718	173	30	the	the	DET
ijassa-718	173	31	model	model	NOUN
ijassa-718	173	32	in	in	ADP
ijassa-718	173	33	the	the	DET
ijassa-718	173	34	form	form	NOUN
ijassa-718	173	35	of	of	ADP
ijassa-718	173	36	a	a	DET
ijassa-718	173	37	set	set	NOUN
ijassa-718	173	38	of	of	ADP
ijassa-718	173	39	scenarios	scenario	NOUN
ijassa-718	173	40	.	.	PUNCT
ijassa-718	174	1	the	the	DET
ijassa-718	174	2	main	main	ADJ
ijassa-718	174	3	scenario	scenario	NOUN
ijassa-718	174	4	for	for	ADP
ijassa-718	174	5	modeling	modeling	NOUN
ijassa-718	174	6	is	be	AUX
ijassa-718	174	7	the	the	DET
ijassa-718	174	8	opec	opec	PROPN
ijassa-718	174	9	forecast	forecast	NOUN
ijassa-718	174	10	of	of	ADP
ijassa-718	174	11	global	global	ADJ
ijassa-718	174	12	demand	demand	NOUN
ijassa-718	174	13	in	in	ADP
ijassa-718	174	14	the	the	DET
ijassa-718	174	15	period	period	NOUN
ijassa-718	174	16	2019	2019	NUM
ijassa-718	174	17	2028	2028	NUM
ijassa-718	174	18	[	[	X
ijassa-718	174	19	10	10	NUM
ijassa-718	174	20	]	]	PUNCT
ijassa-718	174	21	.	.	PUNCT
ijassa-718	175	1	table	table	NOUN
ijassa-718	175	2	1	1	NUM
ijassa-718	175	3	presents	present	VERB
ijassa-718	175	4	the	the	DET
ijassa-718	175	5	results	result	NOUN
ijassa-718	175	6	of	of	ADP
ijassa-718	175	7	calculations	calculation	NOUN
ijassa-718	175	8	of	of	ADP
ijassa-718	175	9	the	the	DET
ijassa-718	175	10	dynamics	dynamic	NOUN
ijassa-718	175	11	of	of	ADP
ijassa-718	175	12	oil	oil	NOUN
ijassa-718	175	13	production	production	NOUN
ijassa-718	175	14	and	and	CCONJ
ijassa-718	175	15	market	market	NOUN
ijassa-718	175	16	share	share	NOUN
ijassa-718	175	17	for	for	ADP
ijassa-718	175	18	major	major	ADJ
ijassa-718	175	19	producers	producer	NOUN
ijassa-718	175	20	.	.	PUNCT
ijassa-718	176	1	it	it	PRON
ijassa-718	176	2	also	also	ADV
ijassa-718	176	3	presents	present	VERB
ijassa-718	176	4	the	the	DET
ijassa-718	176	5	results	result	NOUN
ijassa-718	176	6	of	of	ADP
ijassa-718	176	7	the	the	DET
ijassa-718	176	8	calculation	calculation	NOUN
ijassa-718	176	9	of	of	ADP
ijassa-718	176	10	the	the	DET
ijassa-718	176	11	decrease	decrease	NOUN
ijassa-718	176	12	/	/	SYM
ijassa-718	176	13	increase	increase	NOUN
ijassa-718	176	14	in	in	ADP
ijassa-718	176	15	oil	oil	NOUN
ijassa-718	176	16	production	production	NOUN
ijassa-718	176	17	by	by	ADP
ijassa-718	176	18	opec	opec	PROPN
ijassa-718	176	19	countries	country	NOUN
ijassa-718	176	20	to	to	PART
ijassa-718	176	21	maintain	maintain	VERB
ijassa-718	176	22	the	the	DET
ijassa-718	176	23	price	price	NOUN
ijassa-718	176	24	at	at	ADP
ijassa-718	176	25	the	the	DET
ijassa-718	176	26	target	target	NOUN
ijassa-718	176	27	level	level	NOUN
ijassa-718	176	28	of	of	ADP
ijassa-718	176	29	usd	usd	NOUN
ijassa-718	176	30	65	65	NUM
ijassa-718	176	31	per	per	ADP
ijassa-718	176	32	barrel	barrel	NOUN
ijassa-718	176	33	.	.	PUNCT
ijassa-718	177	1	table	table	NOUN
ijassa-718	177	2	1	1	NUM
ijassa-718	177	3	.	.	PUNCT
ijassa-718	177	4	forecast	forecast	NOUN
ijassa-718	177	5	of	of	ADP
ijassa-718	177	6	the	the	DET
ijassa-718	177	7	dynamics	dynamic	NOUN
ijassa-718	177	8	of	of	ADP
ijassa-718	177	9	oil	oil	NOUN
ijassa-718	177	10	production	production	NOUN
ijassa-718	177	11	and	and	CCONJ
ijassa-718	177	12	market	market	NOUN
ijassa-718	177	13	share	share	NOUN
ijassa-718	177	14	in	in	ADP
ijassa-718	177	15	the	the	DET
ijassa-718	177	16	period	period	NOUN
ijassa-718	177	17	2019	2019	NUM
ijassa-718	177	18	2028	2028	NUM
ijassa-718	177	19	1	1	NUM
ijassa-718	177	20	2019	2019	NUM
ijassa-718	177	21	2020	2020	NUM
ijassa-718	177	22	2021	2021	NUM
ijassa-718	177	23	2022	2022	NUM
ijassa-718	177	24	2023	2023	NUM
ijassa-718	177	25	2024	2024	NUM
ijassa-718	177	26	2025	2025	NUM
ijassa-718	177	27	2026	2026	NUM
ijassa-718	177	28	2027	2027	NUM
ijassa-718	177	29	2028	2028	NUM
ijassa-718	177	30	2	2	NUM
ijassa-718	177	31	101,2	101,2	NUM
ijassa-718	177	32	102,2	102,2	NUM
ijassa-718	177	33	103,2	103,2	NOUN
ijassa-718	177	34	104,1	104,1	NUM
ijassa-718	178	1	105,0	105,0	NUM
ijassa-718	178	2	105,9	105,9	NUM
ijassa-718	178	3	106,7	106,7	NUM
ijassa-718	178	4	107,6	107,6	NOUN
ijassa-718	178	5	108,4	108,4	NOUN
ijassa-718	178	6	109,2	109,2	NOUN
ijassa-718	178	7	3	3	NUM
ijassa-718	178	8	7,40	7,40	NUM
ijassa-718	178	9	9,20	9,20	NUM
ijassa-718	178	10	10,64	10,64	NUM
ijassa-718	178	11	11,79	11,79	NUM
ijassa-718	178	12	12,71	12,71	NUM
ijassa-718	178	13	13,45	13,45	PROPN
ijassa-718	178	14	14,04	14,04	NUM
ijassa-718	178	15	14,51	14,51	NUM
ijassa-718	178	16	14,89	14,89	ADJ
ijassa-718	178	17	15,08	15,08	NUM
ijassa-718	178	18	4	4	NUM
ijassa-718	178	19	7,3	7,3	NUM
ijassa-718	178	20	%	%	NOUN
ijassa-718	178	21	9,0	9,0	NUM
ijassa-718	178	22	%	%	NOUN
ijassa-718	178	23	10,3	10,3	NUM
ijassa-718	178	24	%	%	NOUN
ijassa-718	178	25	11,3	11,3	NUM
ijassa-718	178	26	%	%	NOUN
ijassa-718	178	27	12,1	12,1	NUM
ijassa-718	178	28	%	%	NOUN
ijassa-718	178	29	12,7	12,7	NUM
ijassa-718	178	30	%	%	NOUN
ijassa-718	178	31	13,2	13,2	NUM
ijassa-718	178	32	%	%	NOUN
ijassa-718	178	33	13,5	13,5	NUM
ijassa-718	178	34	%	%	NOUN
ijassa-718	178	35	13,7	13,7	NUM
ijassa-718	178	36	%	%	NOUN
ijassa-718	178	37	13,8	13,8	NUM
ijassa-718	178	38	%	%	NOUN
ijassa-718	178	39	5	5	NUM
ijassa-718	178	40	48,4	48,4	NOUN
ijassa-718	178	41	47,6	47,6	NUM
ijassa-718	179	1	47,1	47,1	NUM
ijassa-718	179	2	46,9	46,9	NUM
ijassa-718	179	3	46,9	46,9	NUM
ijassa-718	179	4	47,0	47,0	NOUN
ijassa-718	179	5	47,3	47,3	NUM
ijassa-718	180	1	47,7	47,7	ADJ
ijassa-718	180	2	48,1	48,1	NUM
ijassa-718	180	3	48,7	48,7	NUM
ijassa-718	180	4	6	6	NUM
ijassa-718	180	5	47,8	47,8	NUM
ijassa-718	180	6	%	%	NOUN
ijassa-718	180	7	46,6	46,6	NUM
ijassa-718	180	8	%	%	NOUN
ijassa-718	180	9	45,7	45,7	NUM
ijassa-718	180	10	%	%	NOUN
ijassa-718	180	11	45,1	45,1	NUM
ijassa-718	180	12	%	%	NOUN
ijassa-718	181	1	44,6	44,6	NOUN
ijassa-718	181	2	%	%	NOUN
ijassa-718	181	3	44,4	44,4	NOUN
ijassa-718	181	4	%	%	NOUN
ijassa-718	181	5	44,3	44,3	NUM
ijassa-718	181	6	%	%	NOUN
ijassa-718	181	7	44,3	44,3	NUM
ijassa-718	181	8	%	%	NOUN
ijassa-718	181	9	44,4	44,4	PROPN
ijassa-718	181	10	%	%	NOUN
ijassa-718	181	11	44,6	44,6	NOUN
ijassa-718	181	12	%	%	NOUN
ijassa-718	181	13	7	7	NUM
ijassa-718	181	14	0,0	0,0	NUM
ijassa-718	181	15	-0,8	-0,8	PUNCT
ijassa-718	181	16	-0,5	-0,5	NUM
ijassa-718	181	17	-0,2	-0,2	NUM
ijassa-718	181	18	0,0	0,0	NUM
ijassa-718	181	19	0,2	0,2	NUM
ijassa-718	181	20	0,3	0,3	NUM
ijassa-718	181	21	0,4	0,4	NUM
ijassa-718	181	22	0,4	0,4	NUM
ijassa-718	181	23	0,6	0,6	NUM
ijassa-718	181	24	8	8	NUM
ijassa-718	181	25	45,4	45,4	NUM
ijassa-718	181	26	45,4	45,4	NUM
ijassa-718	181	27	45,4	45,4	NUM
ijassa-718	181	28	45,4	45,4	NUM
ijassa-718	181	29	45,4	45,4	NUM
ijassa-718	181	30	45,4	45,4	NUM
ijassa-718	181	31	45,4	45,4	NUM
ijassa-718	181	32	45,4	45,4	NUM
ijassa-718	181	33	45,4	45,4	NUM
ijassa-718	181	34	45,4	45,4	NUM
ijassa-718	181	35	in	in	ADP
ijassa-718	181	36	the	the	DET
ijassa-718	181	37	first	first	ADJ
ijassa-718	181	38	column	column	NOUN
ijassa-718	181	39	of	of	ADP
ijassa-718	181	40	table	table	NOUN
ijassa-718	181	41	1	1	NUM
ijassa-718	181	42	,	,	PUNCT
ijassa-718	181	43	the	the	DET
ijassa-718	181	44	following	follow	VERB
ijassa-718	181	45	notation	notation	NOUN
ijassa-718	181	46	is	be	AUX
ijassa-718	181	47	used	use	VERB
ijassa-718	181	48	:	:	PUNCT
ijassa-718	181	49	1	1	NUM
ijassa-718	181	50	periods	period	NOUN
ijassa-718	181	51	,	,	PUNCT
ijassa-718	181	52	2	2	NUM
ijassa-718	181	53	demand	demand	NOUN
ijassa-718	181	54	,	,	PUNCT
ijassa-718	181	55	million	million	NUM
ijassa-718	181	56	barrels	barrel	NOUN
ijassa-718	181	57	per	per	ADP
ijassa-718	181	58	day	day	NOUN
ijassa-718	181	59	(	(	PUNCT
ijassa-718	181	60	opec	opec	PROPN
ijassa-718	181	61	forecast	forecast	PROPN
ijassa-718	181	62	)	)	PUNCT
ijassa-718	181	63	,	,	PUNCT
ijassa-718	181	64	3	3	NUM
ijassa-718	181	65	us	us	PROPN
ijassa-718	181	66	shale	shale	NOUN
ijassa-718	181	67	oil	oil	NOUN
ijassa-718	181	68	production	production	NOUN
ijassa-718	181	69	,	,	PUNCT
ijassa-718	181	70	million	million	NUM
ijassa-718	181	71	barrels	barrel	NOUN
ijassa-718	181	72	per	per	ADP
ijassa-718	181	73	day	day	NOUN
ijassa-718	181	74	,	,	PUNCT
ijassa-718	181	75	4	4	NUM
ijassa-718	181	76	the	the	DET
ijassa-718	181	77	us	us	PROPN
ijassa-718	181	78	shale	shale	NOUN
ijassa-718	181	79	market	market	NOUN
ijassa-718	181	80	share	share	NOUN
ijassa-718	181	81	,	,	PUNCT
ijassa-718	181	82	5	5	NUM
ijassa-718	181	83	opec	opec	NOUN
ijassa-718	181	84	+	+	CCONJ
ijassa-718	181	85	oil	oil	NOUN
ijassa-718	181	86	production	production	NOUN
ijassa-718	181	87	,	,	PUNCT
ijassa-718	181	88	million	million	NUM
ijassa-718	181	89	barrels	barrel	NOUN
ijassa-718	181	90	per	per	ADP
ijassa-718	181	91	day	day	NOUN
ijassa-718	181	92	,	,	PUNCT
ijassa-718	181	93	6	6	NUM
ijassa-718	181	94	opec	opec	NOUN
ijassa-718	181	95	+	+	CCONJ
ijassa-718	181	96	market	market	NOUN
ijassa-718	181	97	share	share	NOUN
ijassa-718	181	98	,	,	PUNCT
ijassa-718	181	99	7	7	NUM
ijassa-718	181	100	the	the	DET
ijassa-718	181	101	decrease	decrease	NOUN
ijassa-718	181	102	/	/	SYM
ijassa-718	181	103	increase	increase	NOUN
ijassa-718	181	104	in	in	ADP
ijassa-718	181	105	oil	oil	NOUN
ijassa-718	181	106	production	production	NOUN
ijassa-718	181	107	by	by	ADP
ijassa-718	181	108	opec	opec	PROPN
ijassa-718	181	109	(	(	PUNCT
ijassa-718	181	110	year	year	NOUN
ijassa-718	181	111	-	-	PUNCT
ijassa-718	181	112	over	over	ADP
ijassa-718	181	113	-	-	PUNCT
ijassa-718	181	114	year	year	NOUN
ijassa-718	181	115	)	)	PUNCT
ijassa-718	181	116	,	,	PUNCT
ijassa-718	181	117	8	8	NUM
ijassa-718	181	118	non	non	ADJ
ijassa-718	181	119	-	-	ADJ
ijassa-718	181	120	opec	opec	ADJ
ijassa-718	181	121	+	+	PUNCT
ijassa-718	181	122	production	production	NOUN
ijassa-718	181	123	,	,	PUNCT
ijassa-718	181	124	million	million	NUM
ijassa-718	181	125	barrels	barrel	NOUN
ijassa-718	181	126	per	per	ADP
ijassa-718	181	127	day	day	NOUN
ijassa-718	181	128	.	.	PUNCT
ijassa-718	182	1	in	in	ADP
ijassa-718	182	2	addition	addition	NOUN
ijassa-718	182	3	,	,	PUNCT
ijassa-718	182	4	two	two	NUM
ijassa-718	182	5	more	more	ADJ
ijassa-718	182	6	scenarios	scenario	NOUN
ijassa-718	182	7	were	be	AUX
ijassa-718	182	8	considered	consider	VERB
ijassa-718	182	9	:	:	PUNCT
ijassa-718	182	10	the	the	DET
ijassa-718	182	11	opec	opec	PROPN
ijassa-718	182	12	forecast	forecast	PROPN
ijassa-718	182	13	for	for	ADP
ijassa-718	182	14	growth	growth	NOUN
ijassa-718	182	15	global	global	ADJ
ijassa-718	182	16	oil	oil	NOUN
ijassa-718	182	17	demand	demand	NOUN
ijassa-718	182	18	plus	plus	CCONJ
ijassa-718	182	19	15	15	NUM
ijassa-718	182	20	%	%	NOUN
ijassa-718	182	21	and	and	CCONJ
ijassa-718	182	22	the	the	DET
ijassa-718	182	23	opec	opec	PROPN
ijassa-718	182	24	forecast	forecast	NOUN
ijassa-718	182	25	for	for	ADP
ijassa-718	182	26	growth	growth	NOUN
ijassa-718	182	27	global	global	ADJ
ijassa-718	182	28	oil	oil	NOUN
ijassa-718	182	29	demand	demand	NOUN
ijassa-718	182	30	minus	minus	CCONJ
ijassa-718	182	31	15	15	NUM
ijassa-718	182	32	%	%	NOUN
ijassa-718	182	33	.	.	PUNCT
ijassa-718	183	1	the	the	DET
ijassa-718	183	2	results	result	NOUN
ijassa-718	183	3	of	of	ADP
ijassa-718	183	4	the	the	DET
ijassa-718	183	5	analysis	analysis	NOUN
ijassa-718	183	6	of	of	ADP
ijassa-718	183	7	the	the	DET
ijassa-718	183	8	market	market	NOUN
ijassa-718	183	9	share	share	NOUN
ijassa-718	183	10	and	and	CCONJ
ijassa-718	183	11	currency	currency	NOUN
ijassa-718	183	12	income	income	NOUN
ijassa-718	183	13	of	of	ADP
ijassa-718	183	14	russia	russia	PROPN
ijassa-718	183	15	from	from	ADP
ijassa-718	183	16	the	the	DET
ijassa-718	183	17	sale	sale	NOUN
ijassa-718	183	18	of	of	ADP
ijassa-718	183	19	oil	oil	NOUN
ijassa-718	183	20	,	,	PUNCT
ijassa-718	183	21	depending	depend	VERB
ijassa-718	183	22	on	on	ADP
ijassa-718	183	23	the	the	DET
ijassa-718	183	24	target	target	NOUN
ijassa-718	183	25	level	level	NOUN
ijassa-718	183	26	of	of	ADP
ijassa-718	183	27	the	the	DET
ijassa-718	183	28	price	price	NOUN
ijassa-718	183	29	are	be	AUX
ijassa-718	183	30	presented	present	VERB
ijassa-718	183	31	in	in	ADP
ijassa-718	183	32	table	table	NOUN
ijassa-718	183	33	.	.	PUNCT
ijassa-718	184	1	2	2	NUM
ijassa-718	184	2	table	table	NOUN
ijassa-718	184	3	2	2	NUM
ijassa-718	184	4	.	.	PUNCT
ijassa-718	184	5	market	market	NOUN
ijassa-718	184	6	share	share	NOUN
ijassa-718	184	7	of	of	ADP
ijassa-718	184	8	russia	russia	PROPN
ijassa-718	184	9	depending	depend	VERB
ijassa-718	184	10	on	on	ADP
ijassa-718	184	11	the	the	DET
ijassa-718	184	12	target	target	NOUN
ijassa-718	184	13	oil	oil	NOUN
ijassa-718	184	14	price	price	NOUN
ijassa-718	184	15	level	level	NOUN
ijassa-718	184	16	the	the	DET
ijassa-718	184	17	target	target	NOUN
ijassa-718	184	18	oil	oil	NOUN
ijassa-718	184	19	price	price	NOUN
ijassa-718	184	20	level	level	NOUN
ijassa-718	184	21	40	40	NUM
ijassa-718	184	22	50	50	NUM
ijassa-718	184	23	50	50	NUM
ijassa-718	184	24	60	60	NUM
ijassa-718	184	25	60	60	NUM
ijassa-718	184	26	70	70	NUM
ijassa-718	184	27	70	70	NUM
ijassa-718	184	28	+	+	CCONJ
ijassa-718	184	29	opec	opec	PROPN
ijassa-718	184	30	forecast	forecast	NOUN
ijassa-718	184	31	of	of	ADP
ijassa-718	184	32	growth	growth	NOUN
ijassa-718	184	33	in	in	ADP
ijassa-718	184	34	world	world	NOUN
ijassa-718	184	35	oil	oil	NOUN
ijassa-718	184	36	demand	demand	NOUN
ijassa-718	184	37	in	in	ADP
ijassa-718	184	38	2019	2019	NUM
ijassa-718	184	39	-	-	SYM
ijassa-718	184	40	2028	2028	NUM
ijassa-718	184	41	market	market	NOUN
ijassa-718	184	42	share	share	NOUN
ijassa-718	184	43	by	by	ADP
ijassa-718	184	44	2028	2028	NUM
ijassa-718	184	45	,	,	PUNCT
ijassa-718	184	46	%	%	NOUN
ijassa-718	184	47	12,0	12,0	NUM
ijassa-718	184	48	%	%	NOUN
ijassa-718	184	49	11,1	11,1	NUM
ijassa-718	184	50	%	%	NOUN
ijassa-718	184	51	10,5	10,5	NUM
ijassa-718	184	52	%	%	NOUN
ijassa-718	184	53	10,1	10,1	NUM
ijassa-718	184	54	%	%	NOUN
ijassa-718	184	55	gross	gross	ADJ
ijassa-718	184	56	oil	oil	NOUN
ijassa-718	184	57	revenues	revenue	NOUN
ijassa-718	184	58	of	of	ADP
ijassa-718	184	59	russia	russia	PROPN
ijassa-718	184	60	,	,	PUNCT
ijassa-718	184	61	trillion	trillion	NUM
ijassa-718	184	62	usd	usd	NOUN
ijassa-718	184	63	13,338	13,338	NUM
ijassa-718	184	64	15,280	15,280	NUM
ijassa-718	184	65	17,334	17,334	NUM
ijassa-718	184	66	19,443	19,443	NUM
ijassa-718	184	67	opec	opec	PROPN
ijassa-718	184	68	forecast	forecast	NOUN
ijassa-718	184	69	of	of	ADP
ijassa-718	184	70	growth	growth	NOUN
ijassa-718	184	71	in	in	ADP
ijassa-718	184	72	world	world	NOUN
ijassa-718	184	73	oil	oil	NOUN
ijassa-718	184	74	demand	demand	NOUN
ijassa-718	184	75	in	in	ADP
ijassa-718	184	76	2019	2019	NUM
ijassa-718	184	77	2028	2028	NUM
ijassa-718	184	78	plus	plus	CCONJ
ijassa-718	184	79	15	15	NUM
ijassa-718	184	80	%	%	NOUN
ijassa-718	184	81	market	market	NOUN
ijassa-718	184	82	share	share	NOUN
ijassa-718	184	83	by	by	ADP
ijassa-718	184	84	2028	2028	NUM
ijassa-718	184	85	,	,	PUNCT
ijassa-718	184	86	%	%	INTJ
ijassa-718	184	87	12,1	12,1	NUM
ijassa-718	184	88	%	%	NOUN
ijassa-718	184	89	11,2	11,2	NUM
ijassa-718	184	90	%	%	NOUN
ijassa-718	184	91	10,7	10,7	NUM
ijassa-718	184	92	%	%	NOUN
ijassa-718	184	93	10,3	10,3	NUM
ijassa-718	184	94	%	%	NOUN
ijassa-718	184	95	gross	gross	ADJ
ijassa-718	184	96	oil	oil	NOUN
ijassa-718	184	97	revenues	revenue	NOUN
ijassa-718	184	98	of	of	ADP
ijassa-718	184	99	russia	russia	PROPN
ijassa-718	184	100	,	,	PUNCT
ijassa-718	184	101	trillion	trillion	NUM
ijassa-718	184	102	usd	usd	NOUN
ijassa-718	184	103	13,596	13,596	NUM
ijassa-718	184	104	15,595	15,595	NUM
ijassa-718	184	105	17,706	17,706	NUM
ijassa-718	184	106	19,873	19,873	NUM
ijassa-718	184	107	opec	opec	PROPN
ijassa-718	184	108	forecast	forecast	NOUN
ijassa-718	184	109	of	of	ADP
ijassa-718	184	110	growth	growth	NOUN
ijassa-718	184	111	in	in	ADP
ijassa-718	184	112	world	world	NOUN
ijassa-718	184	113	oil	oil	NOUN
ijassa-718	184	114	demand	demand	NOUN
ijassa-718	184	115	in	in	ADP
ijassa-718	184	116	2019	2019	NUM
ijassa-718	184	117	2028	2028	NUM
ijassa-718	184	118	minus	minus	CCONJ
ijassa-718	184	119	15	15	NUM
ijassa-718	184	120	%	%	NOUN
ijassa-718	184	121	market	market	NOUN
ijassa-718	184	122	share	share	NOUN
ijassa-718	184	123	by	by	ADP
ijassa-718	184	124	2028	2028	NUM
ijassa-718	184	125	,	,	PUNCT
ijassa-718	184	126	%	%	NOUN
ijassa-718	184	127	11,8	11,8	NUM
ijassa-718	184	128	%	%	NOUN
ijassa-718	184	129	10,9	10,9	NUM
ijassa-718	184	130	%	%	NOUN
ijassa-718	184	131	10,4	10,4	NUM
ijassa-718	184	132	%	%	NOUN
ijassa-718	184	133	10,0	10,0	NOUN
ijassa-718	184	134	%	%	NOUN
ijassa-718	184	135	modeling	modeling	NOUN
ijassa-718	184	136	and	and	CCONJ
ijassa-718	184	137	estimating	estimate	VERB
ijassa-718	184	138	the	the	DET
ijassa-718	184	139	impact	impact	NOUN
ijassa-718	184	140	of	of	ADP
ijassa-718	184	141	the	the	DET
ijassa-718	184	142	opec	opec	PROPN
ijassa-718	184	143	agreement	agreement	NOUN
ijassa-718	184	144	139	139	NUM
ijassa-718	184	145	copyright	copyright	NOUN
ijassa-718	184	146	©	©	PROPN
ijassa-718	184	147	2019	2019	NUM
ijassa-718	184	148	assa	assa	NOUN
ijassa-718	184	149	.	.	PUNCT
ijassa-718	185	1	adv	adv	PROPN
ijassa-718	185	2	.	.	PUNCT
ijassa-718	186	1	in	in	ADP
ijassa-718	186	2	systems	system	NOUN
ijassa-718	186	3	science	science	NOUN
ijassa-718	186	4	and	and	CCONJ
ijassa-718	186	5	appl	appl	NOUN
ijassa-718	186	6	.	.	PUNCT
ijassa-718	187	1	(	(	PUNCT
ijassa-718	187	2	2019	2019	NUM
ijassa-718	187	3	)	)	PUNCT
ijassa-718	187	4	gross	gross	ADJ
ijassa-718	187	5	oil	oil	NOUN
ijassa-718	187	6	revenues	revenue	NOUN
ijassa-718	187	7	of	of	ADP
ijassa-718	187	8	russia	russia	PROPN
ijassa-718	187	9	,	,	PUNCT
ijassa-718	187	10	trillion	trillion	NUM
ijassa-718	187	11	usd	usd	NOUN
ijassa-718	187	12	13,083	13,083	NUM
ijassa-718	187	13	14,968	14,968	NUM
ijassa-718	187	14	16,965	16,965	NUM
ijassa-718	187	15	19,017	19,017	NUM
ijassa-718	187	16	conclusion	conclusion	NOUN
ijassa-718	187	17	the	the	DET
ijassa-718	187	18	calculations	calculation	NOUN
ijassa-718	187	19	(	(	PUNCT
ijassa-718	187	20	table	table	NOUN
ijassa-718	187	21	1	1	NUM
ijassa-718	187	22	)	)	PUNCT
ijassa-718	187	23	confirm	confirm	VERB
ijassa-718	187	24	that	that	SCONJ
ijassa-718	187	25	opec	opec	PROPN
ijassa-718	187	26	+	+	PROPN
ijassa-718	187	27	,	,	PUNCT
ijassa-718	187	28	by	by	ADP
ijassa-718	187	29	reducing	reduce	VERB
ijassa-718	187	30	production	production	NOUN
ijassa-718	187	31	in	in	ADP
ijassa-718	187	32	order	order	NOUN
ijassa-718	187	33	to	to	PART
ijassa-718	187	34	maintain	maintain	VERB
ijassa-718	187	35	the	the	DET
ijassa-718	187	36	oil	oil	NOUN
ijassa-718	187	37	price	price	NOUN
ijassa-718	187	38	at	at	ADP
ijassa-718	187	39	a	a	DET
ijassa-718	187	40	high	high	ADJ
ijassa-718	187	41	target	target	NOUN
ijassa-718	187	42	level	level	NOUN
ijassa-718	187	43	,	,	PUNCT
ijassa-718	187	44	creates	create	VERB
ijassa-718	187	45	a	a	DET
ijassa-718	187	46	free	free	ADJ
ijassa-718	187	47	niche	niche	NOUN
ijassa-718	187	48	in	in	ADP
ijassa-718	187	49	the	the	DET
ijassa-718	187	50	market	market	NOUN
ijassa-718	187	51	.	.	PUNCT
ijassa-718	188	1	this	this	DET
ijassa-718	188	2	niche	niche	NOUN
ijassa-718	188	3	is	be	AUX
ijassa-718	188	4	occupied	occupy	VERB
ijassa-718	188	5	by	by	ADP
ijassa-718	188	6	producers	producer	NOUN
ijassa-718	188	7	outside	outside	ADP
ijassa-718	188	8	the	the	DET
ijassa-718	188	9	agreement	agreement	NOUN
ijassa-718	188	10	,	,	PUNCT
ijassa-718	188	11	mainly	mainly	ADV
ijassa-718	188	12	shale	shale	NOUN
ijassa-718	188	13	oil	oil	NOUN
ijassa-718	188	14	producers	producer	NOUN
ijassa-718	188	15	,	,	PUNCT
ijassa-718	188	16	who	who	PRON
ijassa-718	188	17	can	can	AUX
ijassa-718	188	18	continue	continue	VERB
ijassa-718	188	19	to	to	PART
ijassa-718	188	20	increase	increase	VERB
ijassa-718	188	21	production	production	NOUN
ijassa-718	188	22	.	.	PUNCT
ijassa-718	189	1	with	with	ADP
ijassa-718	189	2	lower	low	ADJ
ijassa-718	189	3	target	target	NOUN
ijassa-718	189	4	oil	oil	NOUN
ijassa-718	189	5	prices	price	NOUN
ijassa-718	189	6	set	set	VERB
ijassa-718	189	7	by	by	ADP
ijassa-718	189	8	opec	opec	PROPN
ijassa-718	189	9	+	+	PROPN
ijassa-718	189	10	,	,	PUNCT
ijassa-718	189	11	oil	oil	NOUN
ijassa-718	189	12	production	production	NOUN
ijassa-718	189	13	growth	growth	NOUN
ijassa-718	189	14	by	by	ADP
ijassa-718	189	15	shale	shale	NOUN
ijassa-718	189	16	companies	company	NOUN
ijassa-718	189	17	will	will	AUX
ijassa-718	189	18	be	be	AUX
ijassa-718	189	19	limited	limit	VERB
ijassa-718	189	20	and	and	CCONJ
ijassa-718	189	21	,	,	PUNCT
ijassa-718	189	22	under	under	ADP
ijassa-718	189	23	certain	certain	ADJ
ijassa-718	189	24	growth	growth	NOUN
ijassa-718	189	25	scenarios	scenario	NOUN
ijassa-718	189	26	for	for	ADP
ijassa-718	189	27	global	global	ADJ
ijassa-718	189	28	demand	demand	NOUN
ijassa-718	189	29	,	,	PUNCT
ijassa-718	189	30	opec	opec	PROPN
ijassa-718	189	31	+	+	NUM
ijassa-718	189	32	quotas	quota	NOUN
ijassa-718	189	33	can	can	AUX
ijassa-718	189	34	be	be	AUX
ijassa-718	189	35	set	set	VERB
ijassa-718	189	36	to	to	PART
ijassa-718	189	37	increase	increase	VERB
ijassa-718	189	38	production	production	NOUN
ijassa-718	189	39	,	,	PUNCT
ijassa-718	189	40	which	which	PRON
ijassa-718	189	41	will	will	AUX
ijassa-718	189	42	help	help	VERB
ijassa-718	189	43	maintain	maintain	VERB
ijassa-718	189	44	their	their	PRON
ijassa-718	189	45	market	market	NOUN
ijassa-718	189	46	share	share	NOUN
ijassa-718	189	47	.	.	PUNCT
ijassa-718	190	1	however	however	ADV
ijassa-718	190	2	,	,	PUNCT
ijassa-718	190	3	with	with	ADP
ijassa-718	190	4	the	the	DET
ijassa-718	190	5	current	current	ADJ
ijassa-718	190	6	strategy	strategy	NOUN
ijassa-718	190	7	of	of	ADP
ijassa-718	190	8	opec	opec	PROPN
ijassa-718	190	9	+	+	CCONJ
ijassa-718	190	10	(	(	PUNCT
ijassa-718	190	11	the	the	DET
ijassa-718	190	12	target	target	NOUN
ijassa-718	190	13	price	price	NOUN
ijassa-718	190	14	level	level	NOUN
ijassa-718	190	15	of	of	ADP
ijassa-718	190	16	oil	oil	NOUN
ijassa-718	190	17	in	in	ADP
ijassa-718	190	18	the	the	DET
ijassa-718	190	19	range	range	NOUN
ijassa-718	190	20	of	of	ADP
ijassa-718	190	21	6070	6070	NUM
ijassa-718	190	22	usd	usd	NOUN
ijassa-718	190	23	per	per	ADP
ijassa-718	190	24	barrel	barrel	NOUN
ijassa-718	190	25	)	)	PUNCT
ijassa-718	190	26	,	,	PUNCT
ijassa-718	190	27	the	the	DET
ijassa-718	190	28	united	united	PROPN
ijassa-718	190	29	states	states	PROPN
ijassa-718	190	30	will	will	AUX
ijassa-718	190	31	remain	remain	VERB
ijassa-718	190	32	the	the	DET
ijassa-718	190	33	leader	leader	NOUN
ijassa-718	190	34	in	in	ADP
ijassa-718	190	35	production	production	NOUN
ijassa-718	190	36	growth	growth	NOUN
ijassa-718	190	37	.	.	PUNCT
ijassa-718	191	1	calculations	calculation	NOUN
ijassa-718	191	2	carried	carry	VERB
ijassa-718	191	3	out	out	ADP
ijassa-718	191	4	on	on	ADP
ijassa-718	191	5	the	the	DET
ijassa-718	191	6	model	model	NOUN
ijassa-718	191	7	show	show	VERB
ijassa-718	191	8	that	that	SCONJ
ijassa-718	191	9	by	by	ADP
ijassa-718	191	10	2028	2028	NUM
ijassa-718	191	11	,	,	PUNCT
ijassa-718	191	12	us	us	PROPN
ijassa-718	191	13	shale	shale	NOUN
ijassa-718	191	14	oil	oil	NOUN
ijassa-718	191	15	production	production	NOUN
ijassa-718	191	16	compared	compare	VERB
ijassa-718	191	17	to	to	ADP
ijassa-718	191	18	2018	2018	NUM
ijassa-718	191	19	could	could	AUX
ijassa-718	191	20	almost	almost	ADV
ijassa-718	191	21	double	double	VERB
ijassa-718	191	22	and	and	CCONJ
ijassa-718	191	23	reach	reach	VERB
ijassa-718	191	24	15.1	15.1	NUM
ijassa-718	191	25	million	million	NUM
ijassa-718	191	26	barrels	barrel	NOUN
ijassa-718	191	27	per	per	ADP
ijassa-718	191	28	day	day	NOUN
ijassa-718	191	29	.	.	PUNCT
ijassa-718	192	1	us	we	PRON
ijassa-718	192	2	shale	shale	NOUN
ijassa-718	192	3	oil	oil	NOUN
ijassa-718	192	4	will	will	AUX
ijassa-718	192	5	occupy	occupy	VERB
ijassa-718	192	6	13.8	13.8	NUM
ijassa-718	192	7	%	%	NOUN
ijassa-718	192	8	of	of	ADP
ijassa-718	192	9	the	the	DET
ijassa-718	192	10	market	market	NOUN
ijassa-718	192	11	,	,	PUNCT
ijassa-718	192	12	while	while	SCONJ
ijassa-718	192	13	the	the	DET
ijassa-718	192	14	market	market	NOUN
ijassa-718	192	15	share	share	NOUN
ijassa-718	192	16	of	of	ADP
ijassa-718	192	17	russian	russian	ADJ
ijassa-718	192	18	oil	oil	NOUN
ijassa-718	192	19	will	will	AUX
ijassa-718	192	20	drop	drop	VERB
ijassa-718	192	21	to	to	ADP
ijassa-718	192	22	10.5	10.5	NUM
ijassa-718	192	23	%	%	NOUN
ijassa-718	192	24	.	.	PUNCT
ijassa-718	193	1	calculations	calculation	NOUN
ijassa-718	193	2	show	show	VERB
ijassa-718	193	3	that	that	SCONJ
ijassa-718	193	4	for	for	ADP
ijassa-718	193	5	russia	russia	PROPN
ijassa-718	193	6	,	,	PUNCT
ijassa-718	193	7	in	in	ADP
ijassa-718	193	8	terms	term	NOUN
ijassa-718	193	9	of	of	ADP
ijassa-718	193	10	maintaining	maintain	VERB
ijassa-718	193	11	market	market	NOUN
ijassa-718	193	12	share	share	NOUN
ijassa-718	193	13	,	,	PUNCT
ijassa-718	193	14	the	the	DET
ijassa-718	193	15	option	option	NOUN
ijassa-718	193	16	of	of	ADP
ijassa-718	193	17	targeting	target	VERB
ijassa-718	193	18	oil	oil	NOUN
ijassa-718	193	19	prices	price	NOUN
ijassa-718	193	20	at	at	ADP
ijassa-718	193	21	lower	low	ADJ
ijassa-718	193	22	levels	level	NOUN
ijassa-718	193	23	is	be	AUX
ijassa-718	193	24	the	the	DET
ijassa-718	193	25	most	most	ADV
ijassa-718	193	26	profitable	profitable	ADJ
ijassa-718	193	27	,	,	PUNCT
ijassa-718	193	28	but	but	CCONJ
ijassa-718	193	29	at	at	ADP
ijassa-718	193	30	the	the	DET
ijassa-718	193	31	same	same	ADJ
ijassa-718	193	32	time	time	NOUN
ijassa-718	193	33	,	,	PUNCT
ijassa-718	193	34	gross	gross	ADJ
ijassa-718	193	35	oil	oil	NOUN
ijassa-718	193	36	revenues	revenue	NOUN
ijassa-718	193	37	of	of	ADP
ijassa-718	193	38	russia	russia	PROPN
ijassa-718	193	39	are	be	AUX
ijassa-718	193	40	noticeably	noticeably	ADV
ijassa-718	193	41	reduced	reduce	VERB
ijassa-718	193	42	.	.	PUNCT
ijassa-718	194	1	on	on	ADP
ijassa-718	194	2	the	the	DET
ijassa-718	194	3	whole	whole	NOUN
ijassa-718	194	4	,	,	PUNCT
ijassa-718	194	5	it	it	PRON
ijassa-718	194	6	can	can	AUX
ijassa-718	194	7	be	be	AUX
ijassa-718	194	8	concluded	conclude	VERB
ijassa-718	194	9	that	that	SCONJ
ijassa-718	194	10	russia	russia	PROPN
ijassa-718	194	11	's	's	PART
ijassa-718	194	12	participation	participation	NOUN
ijassa-718	194	13	in	in	ADP
ijassa-718	194	14	the	the	DET
ijassa-718	194	15	opec	opec	PROPN
ijassa-718	194	16	agreement	agreement	NOUN
ijassa-718	194	17	,	,	PUNCT
ijassa-718	194	18	as	as	ADV
ijassa-718	194	19	well	well	ADV
ijassa-718	194	20	as	as	ADP
ijassa-718	194	21	the	the	DET
ijassa-718	194	22	participation	participation	NOUN
ijassa-718	194	23	of	of	ADP
ijassa-718	194	24	other	other	ADJ
ijassa-718	194	25	countries	country	NOUN
ijassa-718	194	26	in	in	ADP
ijassa-718	194	27	it	it	PRON
ijassa-718	194	28	,	,	PUNCT
ijassa-718	194	29	under	under	ADP
ijassa-718	194	30	current	current	ADJ
ijassa-718	194	31	conditions	condition	NOUN
ijassa-718	194	32	is	be	AUX
ijassa-718	194	33	a	a	DET
ijassa-718	194	34	reasonable	reasonable	ADJ
ijassa-718	194	35	strategy	strategy	NOUN
ijassa-718	194	36	.	.	PUNCT
ijassa-718	195	1	references	reference	NOUN
ijassa-718	195	2	[	[	X
ijassa-718	195	3	1	1	NUM
ijassa-718	195	4	]	]	X
ijassa-718	195	5	akinfiev	akinfiev	NOUN
ijassa-718	195	6	,	,	PUNCT
ijassa-718	195	7	v.	v.	PROPN
ijassa-718	195	8	(	(	PUNCT
ijassa-718	195	9	2017	2017	NUM
ijassa-718	195	10	)	)	PUNCT
ijassa-718	195	11	a	a	DET
ijassa-718	195	12	model	model	NOUN
ijassa-718	195	13	of	of	ADP
ijassa-718	195	14	competition	competition	NOUN
ijassa-718	195	15	between	between	ADP
ijassa-718	195	16	oil	oil	NOUN
ijassa-718	195	17	companies	company	NOUN
ijassa-718	195	18	with	with	ADP
ijassa-718	195	19	conventional	conventional	ADJ
ijassa-718	195	20	and	and	CCONJ
ijassa-718	195	21	unconventional	unconventional	ADJ
ijassa-718	195	22	oil	oil	NOUN
ijassa-718	195	23	production	production	NOUN
ijassa-718	195	24	.	.	PUNCT
ijassa-718	196	1	large	large	ADJ
ijassa-718	196	2	-	-	PUNCT
ijassa-718	196	3	scale	scale	NOUN
ijassa-718	196	4	systems	system	NOUN
ijassa-718	196	5	control	control	NOUN
ijassa-718	196	6	.	.	PUNCT
ijassa-718	197	1	issue	issue	NOUN
ijassa-718	197	2	67	67	NUM
ijassa-718	197	3	.	.	PUNCT
ijassa-718	198	1	moscow	moscow	PROPN
ijassa-718	198	2	:	:	PUNCT
ijassa-718	198	3	ics	ics	PROPN
ijassa-718	198	4	ras	ras	PROPN
ijassa-718	198	5	.	.	PROPN
ijassa-718	198	6	52	52	NUM
ijassa-718	198	7	-	-	SYM
ijassa-718	198	8	80	80	NUM
ijassa-718	198	9	,	,	PUNCT
ijassa-718	198	10	[	[	X
ijassa-718	198	11	in	in	ADP
ijassa-718	198	12	russian	russian	NOUN
ijassa-718	198	13	]	]	PUNCT
ijassa-718	198	14	.	.	PUNCT
ijassa-718	199	1	[	[	X
ijassa-718	199	2	2	2	NUM
ijassa-718	199	3	]	]	X
ijassa-718	199	4	akinfiev	akinfiev	NOUN
ijassa-718	199	5	,	,	PUNCT
ijassa-718	199	6	v.	v.	PROPN
ijassa-718	199	7	(	(	PUNCT
ijassa-718	199	8	2018	2018	NUM
ijassa-718	199	9	)	)	PUNCT
ijassa-718	199	10	an	an	DET
ijassa-718	199	11	analysis	analysis	NOUN
ijassa-718	199	12	and	and	CCONJ
ijassa-718	199	13	forecasting	forecast	VERB
ijassa-718	199	14	volatility	volatility	NOUN
ijassa-718	199	15	of	of	ADP
ijassa-718	199	16	crude	crude	ADJ
ijassa-718	199	17	oil	oil	NOUN
ijassa-718	199	18	market	market	NOUN
ijassa-718	199	19	.	.	PUNCT
ijassa-718	200	1	proceedings	proceeding	NOUN
ijassa-718	200	2	of	of	ADP
ijassa-718	200	3	the	the	DET
ijassa-718	200	4	11th	11th	ADJ
ijassa-718	200	5	international	international	ADJ
ijassa-718	200	6	conference	conference	NOUN
ijassa-718	200	7	"	"	PUNCT
ijassa-718	200	8	management	management	NOUN
ijassa-718	200	9	of	of	ADP
ijassa-718	200	10	large	large	ADJ
ijassa-718	200	11	-	-	PUNCT
ijassa-718	200	12	scale	scale	NOUN
ijassa-718	200	13	system	system	NOUN
ijassa-718	200	14	development	development	NOUN
ijassa-718	200	15	"	"	PUNCT
ijassa-718	200	16	(	(	PUNCT
ijassa-718	200	17	mlsd	mlsd	NOUN
ijassa-718	200	18	)	)	PUNCT
ijassa-718	200	19	.	.	PUNCT
ijassa-718	201	1	moscow	moscow	PROPN
ijassa-718	201	2	:	:	PUNCT
ijassa-718	201	3	ieee	ieee	NOUN
ijassa-718	201	4	,	,	PUNCT
ijassa-718	201	5	https://doi.org/10.1109/mlsd.2018.8551767	https://doi.org/10.1109/mlsd.2018.8551767	NOUN
ijassa-718	201	6	[	[	X
ijassa-718	201	7	3	3	NUM
ijassa-718	201	8	]	]	X
ijassa-718	201	9	akinfiev	akinfiev	NOUN
ijassa-718	201	10	,	,	PUNCT
ijassa-718	201	11	v.	v.	PROPN
ijassa-718	201	12	(	(	PUNCT
ijassa-718	201	13	2018	2018	NUM
ijassa-718	201	14	)	)	PUNCT
ijassa-718	201	15	.	.	PUNCT
ijassa-718	202	1	modeling	model	VERB
ijassa-718	202	2	competition	competition	NOUN
ijassa-718	202	3	in	in	ADP
ijassa-718	202	4	the	the	DET
ijassa-718	202	5	oil	oil	NOUN
ijassa-718	202	6	market	market	NOUN
ijassa-718	202	7	.	.	PUNCT
ijassa-718	203	1	herald	herald	NOUN
ijassa-718	203	2	of	of	ADP
ijassa-718	203	3	computer	computer	NOUN
ijassa-718	203	4	and	and	CCONJ
ijassa-718	203	5	information	information	NOUN
ijassa-718	203	6	technologies	technology	NOUN
ijassa-718	203	7	.	.	PUNCT
ijassa-718	204	1	№	№	ADJ
ijassa-718	204	2	2	2	NUM
ijassa-718	204	3	.	.	NOUN
ijassa-718	204	4	18	18	NUM
ijassa-718	204	5	-	-	SYM
ijassa-718	204	6	27	27	NUM
ijassa-718	204	7	,	,	PUNCT
ijassa-718	204	8	[	[	X
ijassa-718	204	9	in	in	ADP
ijassa-718	204	10	russian	russian	PROPN
ijassa-718	204	11	]	]	X
ijassa-718	204	12	,	,	PUNCT
ijassa-718	204	13	https://doi.org/10.14489/vkit.2018.02	https://doi.org/10.14489/vkit.2018.02	NOUN
ijassa-718	204	14	.	.	PUNCT
ijassa-718	205	1	[	[	X
ijassa-718	205	2	4	4	NUM
ijassa-718	205	3	]	]	X
ijassa-718	205	4	ansari	ansari	X
ijassa-718	205	5	,	,	PUNCT
ijassa-718	205	6	d.	d.	PROPN
ijassa-718	205	7	(	(	PUNCT
ijassa-718	205	8	2017	2017	NUM
ijassa-718	205	9	)	)	PUNCT
ijassa-718	205	10	.	.	PUNCT
ijassa-718	206	1	opec	opec	PROPN
ijassa-718	206	2	,	,	PUNCT
ijassa-718	206	3	saudi	saudi	PROPN
ijassa-718	206	4	arabia	arabia	PROPN
ijassa-718	206	5	,	,	PUNCT
ijassa-718	206	6	and	and	CCONJ
ijassa-718	206	7	the	the	DET
ijassa-718	206	8	shale	shale	NOUN
ijassa-718	206	9	revolution	revolution	NOUN
ijassa-718	206	10	:	:	PUNCT
ijassa-718	206	11	insights	insight	NOUN
ijassa-718	206	12	from	from	ADP
ijassa-718	206	13	equilibrium	equilibrium	NOUN
ijassa-718	206	14	modeling	modeling	NOUN
ijassa-718	206	15	and	and	CCONJ
ijassa-718	206	16	oil	oil	NOUN
ijassa-718	206	17	politics	politic	NOUN
ijassa-718	206	18	.	.	PUNCT
ijassa-718	207	1	energy	energy	NOUN
ijassa-718	207	2	policy	policy	NOUN
ijassa-718	207	3	,	,	PUNCT
ijassa-718	207	4	volume	volume	NOUN
ijassa-718	207	5	111	111	NUM
ijassa-718	207	6	,	,	PUNCT
ijassa-718	207	7	december	december	PROPN
ijassa-718	207	8	,	,	PUNCT
ijassa-718	207	9	166	166	NUM
ijassa-718	207	10	-	-	SYM
ijassa-718	207	11	178	178	NUM
ijassa-718	207	12	.	.	PUNCT
ijassa-718	208	1	[	[	X
ijassa-718	208	2	5	5	NUM
ijassa-718	208	3	]	]	PUNCT
ijassa-718	208	4	caldara	caldara	NOUN
ijassa-718	208	5	,	,	PUNCT
ijassa-718	208	6	d.	d.	PROPN
ijassa-718	208	7	,	,	PUNCT
ijassa-718	208	8	cavallo	cavallo	NOUN
ijassa-718	208	9	,	,	PUNCT
ijassa-718	208	10	m.	m.	NOUN
ijassa-718	208	11	,	,	PUNCT
ijassa-718	208	12	&	&	CCONJ
ijassa-718	208	13	iacoviello	iacoviello	PROPN
ijassa-718	208	14	,	,	PUNCT
ijassa-718	208	15	m.	m.	NOUN
ijassa-718	208	16	(	(	PUNCT
ijassa-718	208	17	2019	2019	NUM
ijassa-718	208	18	)	)	PUNCT
ijassa-718	208	19	.	.	PUNCT
ijassa-718	209	1	oil	oil	NOUN
ijassa-718	209	2	price	price	NOUN
ijassa-718	209	3	elasticities	elasticity	NOUN
ijassa-718	209	4	and	and	CCONJ
ijassa-718	209	5	oil	oil	NOUN
ijassa-718	209	6	price	price	NOUN
ijassa-718	209	7	fluctuations	fluctuation	NOUN
ijassa-718	209	8	.	.	PUNCT
ijassa-718	210	1	journal	journal	NOUN
ijassa-718	210	2	of	of	ADP
ijassa-718	210	3	monetary	monetary	ADJ
ijassa-718	210	4	economics	economic	NOUN
ijassa-718	210	5	,	,	PUNCT
ijassa-718	210	6	103	103	NUM
ijassa-718	210	7	,	,	PUNCT
ijassa-718	210	8	1	1	NUM
ijassa-718	210	9	-	-	SYM
ijassa-718	210	10	20	20	NUM
ijassa-718	210	11	.	.	PUNCT
ijassa-718	211	1	[	[	X
ijassa-718	211	2	6	6	NUM
ijassa-718	211	3	]	]	X
ijassa-718	211	4	smith	smith	PROPN
ijassa-718	211	5	,	,	PUNCT
ijassa-718	211	6	jl	jl	PROPN
ijassa-718	211	7	.	.	PUNCT
ijassa-718	212	1	(	(	PUNCT
ijassa-718	212	2	2018	2018	NUM
ijassa-718	212	3	)	)	PUNCT
ijassa-718	212	4	estimating	estimate	VERB
ijassa-718	212	5	the	the	DET
ijassa-718	212	6	future	future	ADJ
ijassa-718	212	7	supply	supply	NOUN
ijassa-718	212	8	of	of	ADP
ijassa-718	212	9	shale	shale	NOUN
ijassa-718	212	10	oil	oil	NOUN
ijassa-718	212	11	:	:	PUNCT
ijassa-718	212	12	a	a	DET
ijassa-718	212	13	bakken	bakken	PROPN
ijassa-718	212	14	case	case	NOUN
ijassa-718	212	15	study	study	NOUN
ijassa-718	212	16	energy	energy	NOUN
ijassa-718	212	17	economics	economic	NOUN
ijassa-718	212	18	,	,	PUNCT
ijassa-718	212	19	elsevier	elsevier	PROPN
ijassa-718	212	20	energy	energy	NOUN
ijassa-718	212	21	economics	economic	NOUN
ijassa-718	212	22	69	69	NUM
ijassa-718	212	23	,	,	PUNCT
ijassa-718	212	24	395–403	395–403	NUM
ijassa-718	212	25	.	.	PUNCT
ijassa-718	213	1	[	[	X
ijassa-718	213	2	7	7	NUM
ijassa-718	213	3	]	]	SYM
ijassa-718	213	4	olovsson	olovsson	NOUN
ijassa-718	213	5	,	,	PUNCT
ijassa-718	213	6	c.	c.	NOUN
ijassa-718	213	7	(	(	PUNCT
ijassa-718	213	8	2019	2019	NUM
ijassa-718	213	9	)	)	PUNCT
ijassa-718	213	10	.	.	PUNCT
ijassa-718	214	1	oil	oil	NOUN
ijassa-718	214	2	prices	price	NOUN
ijassa-718	214	3	in	in	ADP
ijassa-718	214	4	a	a	DET
ijassa-718	214	5	general	general	ADJ
ijassa-718	214	6	equilibrium	equilibrium	NOUN
ijassa-718	214	7	model	model	NOUN
ijassa-718	214	8	with	with	ADP
ijassa-718	214	9	precautionary	precautionary	ADJ
ijassa-718	214	10	demand	demand	NOUN
ijassa-718	214	11	for	for	ADP
ijassa-718	214	12	oil	oil	NOUN
ijassa-718	214	13	.	.	PUNCT
ijassa-718	215	1	review	review	NOUN
ijassa-718	215	2	of	of	ADP
ijassa-718	215	3	economic	economic	ADJ
ijassa-718	215	4	dynamics	dynamic	NOUN
ijassa-718	215	5	,	,	PUNCT
ijassa-718	215	6	volume	volume	NOUN
ijassa-718	215	7	32	32	NUM
ijassa-718	215	8	,	,	PUNCT
ijassa-718	215	9	april	april	PROPN
ijassa-718	215	10	,	,	PUNCT
ijassa-718	215	11	1	1	NUM
ijassa-718	215	12	-	-	SYM
ijassa-718	215	13	17	17	NUM
ijassa-718	215	14	.	.	PUNCT
ijassa-718	216	1	[	[	X
ijassa-718	216	2	8	8	NUM
ijassa-718	216	3	]	]	X
ijassa-718	216	4	wang	wang	PROPN
ijassa-718	216	5	,	,	PUNCT
ijassa-718	216	6	q.	q.	PROPN
ijassa-718	216	7	,	,	PUNCT
ijassa-718	216	8	song	song	NOUN
ijassa-718	216	9	,	,	PUNCT
ijassa-718	216	10	x.	x.	PROPN
ijassa-718	216	11	&	&	CCONJ
ijassa-718	216	12	li	li	PROPN
ijassa-718	216	13	,	,	PUNCT
ijassa-718	216	14	r.	r.	PROPN
ijassa-718	216	15	(	(	PUNCT
ijassa-718	216	16	2018	2018	NUM
ijassa-718	216	17	)	)	PUNCT
ijassa-718	216	18	a	a	DET
ijassa-718	216	19	novel	novel	ADJ
ijassa-718	216	20	hybridization	hybridization	NOUN
ijassa-718	216	21	of	of	ADP
ijassa-718	216	22	nonlinear	nonlinear	ADJ
ijassa-718	216	23	grey	grey	PROPN
ijassa-718	216	24	model	model	NOUN
ijassa-718	216	25	and	and	CCONJ
ijassa-718	216	26	linear	linear	PROPN
ijassa-718	216	27	arima	arima	PROPN
ijassa-718	216	28	residual	residual	ADJ
ijassa-718	216	29	correction	correction	NOUN
ijassa-718	216	30	for	for	ADP
ijassa-718	216	31	forecasting	forecast	VERB
ijassa-718	216	32	u.s	u.s	PROPN
ijassa-718	216	33	.	.	PROPN
ijassa-718	216	34	shale	shale	NOUN
ijassa-718	216	35	oil	oil	NOUN
ijassa-718	216	36	production	production	NOUN
ijassa-718	216	37	.	.	PUNCT
ijassa-718	217	1	energy	energy	NOUN
ijassa-718	217	2	165	165	NUM
ijassa-718	217	3	,	,	PUNCT
ijassa-718	217	4	1320	1320	NUM
ijassa-718	217	5	-	-	SYM
ijassa-718	217	6	1331	1331	NUM
ijassa-718	217	7	.	.	PUNCT
ijassa-718	218	1	[	[	X
ijassa-718	218	2	9	9	NUM
ijassa-718	218	3	]	]	X
ijassa-718	218	4	salikhov	salikhov	PROPN
ijassa-718	218	5	,	,	PUNCT
ijassa-718	218	6	м	м	X
ijassa-718	218	7	.	.	PUNCT
ijassa-718	218	8	&	&	CCONJ
ijassa-718	218	9	kurilov	kurilov	PROPN
ijassa-718	218	10	,	,	PUNCT
ijassa-718	218	11	v.	v.	PROPN
ijassa-718	218	12	(	(	PUNCT
ijassa-718	218	13	2018	2018	NUM
ijassa-718	218	14	)	)	PUNCT
ijassa-718	218	15	new	new	ADJ
ijassa-718	218	16	wave	wave	NOUN
ijassa-718	218	17	of	of	ADP
ijassa-718	218	18	growth	growth	NOUN
ijassa-718	218	19	of	of	ADP
ijassa-718	218	20	shale	shale	NOUN
ijassa-718	218	21	oil	oil	NOUN
ijassa-718	218	22	production	production	NOUN
ijassa-718	218	23	in	in	ADP
ijassa-718	218	24	the	the	DET
ijassa-718	218	25	usa	usa	PROPN
ijassa-718	218	26	:	:	PUNCT
ijassa-718	218	27	scenario	scenario	NOUN
ijassa-718	218	28	forecasts	forecast	NOUN
ijassa-718	218	29	.	.	PUNCT
ijassa-718	219	1	institute	institute	PROPN
ijassa-718	219	2	of	of	ADP
ijassa-718	219	3	energy	energy	NOUN
ijassa-718	219	4	and	and	CCONJ
ijassa-718	219	5	finance	finance	NOUN
ijassa-718	219	6	,	,	PUNCT
ijassa-718	219	7	analytics	analytic	NOUN
ijassa-718	219	8	,	,	PUNCT
ijassa-718	219	9	october	october	PROPN
ijassa-718	219	10	.	.	PUNCT
ijassa-718	220	1	[	[	X
ijassa-718	220	2	in	in	ADP
ijassa-718	220	3	russian	russian	PROPN
ijassa-718	220	4	]	]	PUNCT
ijassa-718	220	5	.	.	PUNCT
ijassa-718	221	1	[	[	X
ijassa-718	221	2	online	online	X
ijassa-718	221	3	]	]	X
ijassa-718	221	4	.	.	PUNCT
ijassa-718	222	1	available	available	ADJ
ijassa-718	222	2	https://fief.ru/img/files/slanceva__otrasl__20181031.pdf	https://fief.ru/img/files/slanceva__otrasl__20181031.pdf	PROPN
ijassa-718	222	3	[	[	X
ijassa-718	222	4	10	10	NUM
ijassa-718	222	5	]	]	X
ijassa-718	222	6	world	world	NOUN
ijassa-718	222	7	oil	oil	NOUN
ijassa-718	222	8	outlook	outlook	NOUN
ijassa-718	222	9	2018	2018	NUM
ijassa-718	222	10	.	.	PUNCT
ijassa-718	223	1	(	(	PUNCT
ijassa-718	223	2	2018	2018	NUM
ijassa-718	223	3	)	)	PUNCT
ijassa-718	223	4	.	.	PUNCT
ijassa-718	224	1	the	the	DET
ijassa-718	224	2	annual	annual	ADJ
ijassa-718	224	3	opec	opec	PROPN
ijassa-718	224	4	forecast	forecast	NOUN
ijassa-718	224	5	.	.	PUNCT
ijassa-718	225	1	[	[	X
ijassa-718	225	2	online	online	X
ijassa-718	225	3	]	]	X
ijassa-718	225	4	.	.	PUNCT
ijassa-718	226	1	available	available	ADJ
ijassa-718	226	2	https://woo.opec.org/.	https://woo.opec.org/.	PROPN
ijassa-718	226	3	https://ieeexplore.ieee.org/author/37086244644	https://ieeexplore.ieee.org/author/37086244644	PROPN
ijassa-718	226	4	https://doi.org/10.1109/mlsd.2018.8551767	https://doi.org/10.1109/mlsd.2018.8551767	PROPN
ijassa-718	226	5	https://www.sciencedirect.com/science/journal/03014215	https://www.sciencedirect.com/science/journal/03014215	PUNCT
ijassa-718	226	6	https://www.sciencedirect.com/science/journal/03014215/111/supp/c	https://www.sciencedirect.com/science/journal/03014215/111/supp/c	PROPN
ijassa-718	226	7	https://scholar.google.ru/citations?user=yc2mxdaaaaaj&hl=ru&oi=sra	https://scholar.google.ru/citations?user=yc2mxdaaaaaj&hl=ru&oi=sra	PART
ijassa-718	226	8	https://www.sciencedirect.com/science/article/pii/s0140988317304188	https://www.sciencedirect.com/science/article/pii/s0140988317304188	PROPN
ijassa-718	226	9	https://www.fief.ru/employee/detail.2.htm	https://www.fief.ru/employee/detail.2.htm	X
ijassa-718	226	10	https://www.fief.ru/employee/detail.2.htm	https://www.fief.ru/employee/detail.2.htm	NOUN