id	sid	tid	token	lemma	pos
gra-936	1	1	introduction	introduction	NOUN
gra-936	1	2	:	:	PUNCT
gra-936	1	3	in	in	ADP
gra-936	1	4	a	a	DET
gra-936	1	5	moving	move	VERB
gra-936	1	6	settlement	settlement	NOUN
gra-936	1	7	,	,	PUNCT
gra-936	1	8	each	each	DET
gra-936	1	9	exchanging	exchange	VERB
gra-936	1	10	day	day	NOUN
gra-936	1	11	is	be	AUX
gra-936	1	12	considered	consider	VERB
gra-936	1	13	as	as	ADP
gra-936	1	14	an	an	DET
gra-936	1	15	exchanging	exchanging	NOUN
gra-936	1	16	period	period	NOUN
gra-936	1	17	and	and	CCONJ
gra-936	1	18	exchanges	exchange	NOUN
gra-936	1	19	executed	execute	VERB
gra-936	1	20	amid	amid	ADP
gra-936	1	21	the	the	DET
gra-936	1	22	day	day	NOUN
gra-936	1	23	are	be	AUX
gra-936	1	24	settled	settle	VERB
gra-936	1	25	in	in	ADP
gra-936	1	26	view	view	NOUN
gra-936	1	27	of	of	ADP
gra-936	1	28	the	the	DET
gra-936	1	29	net	net	ADJ
gra-936	1	30	commitments	commitment	NOUN
gra-936	1	31	for	for	ADP
gra-936	1	32	the	the	DET
gra-936	1	33	day	day	NOUN
gra-936	1	34	.	.	PUNCT
gra-936	2	1	at	at	ADP
gra-936	2	2	nse	nse	NOUN
gra-936	2	3	and	and	CCONJ
gra-936	2	4	bse	bse	PROPN
gra-936	2	5	,	,	PUNCT
gra-936	2	6	exchanges	exchange	NOUN
gra-936	2	7	moving	move	VERB
gra-936	2	8	settlement	settlement	NOUN
gra-936	2	9	are	be	AUX
gra-936	2	10	settled	settle	VERB
gra-936	2	11	on	on	ADP
gra-936	2	12	a	a	DET
gra-936	2	13	t+2	t+2	NOUN
gra-936	2	14	premise	premise	NOUN
gra-936	2	15	i.e.	i.e.	ADV
gra-936	2	16	on	on	ADP
gra-936	2	17	the	the	DET
gra-936	2	18	second	second	ADJ
gra-936	2	19	working	working	NOUN
gra-936	2	20	day	day	NOUN
gra-936	2	21	.	.	PUNCT
gra-936	3	1	for	for	ADP
gra-936	3	2	touching	touching	ADJ
gra-936	3	3	base	base	NOUN
gra-936	3	4	at	at	ADP
gra-936	3	5	the	the	DET
gra-936	3	6	settlement	settlement	NOUN
gra-936	3	7	day	day	NOUN
gra-936	3	8	all	all	DET
gra-936	3	9	mediating	mediate	VERB
gra-936	3	10	occasions	occasion	NOUN
gra-936	3	11	,	,	PUNCT
gra-936	3	12	which	which	PRON
gra-936	3	13	incorporate	incorporate	VERB
gra-936	3	14	bank	bank	NOUN
gra-936	3	15	occasions	occasion	NOUN
gra-936	3	16	,	,	PUNCT
gra-936	3	17	nse	nse	NOUN
gra-936	3	18	/	/	SYM
gra-936	3	19	bse	bse	NOUN
gra-936	3	20	occasions	occasion	NOUN
gra-936	3	21	,	,	PUNCT
gra-936	3	22	saturdays	saturday	NOUN
gra-936	3	23	and	and	CCONJ
gra-936	3	24	sundays	sunday	NOUN
gra-936	3	25	are	be	AUX
gra-936	3	26	prohibited	prohibit	VERB
gra-936	3	27	.	.	PUNCT
gra-936	4	1	regularly	regularly	ADV
gra-936	4	2	exchanges	exchange	NOUN
gra-936	4	3	occurring	occur	VERB
gra-936	4	4	on	on	ADP
gra-936	4	5	monday	monday	PROPN
gra-936	4	6	are	be	AUX
gra-936	4	7	settled	settle	VERB
gra-936	4	8	on	on	ADP
gra-936	4	9	wednesday	wednesday	PROPN
gra-936	4	10	,	,	PUNCT
gra-936	4	11	tuesday	tuesday	PROPN
gra-936	4	12	's	's	PART
gra-936	4	13	exchanges	exchange	NOUN
gra-936	4	14	settled	settle	VERB
gra-936	4	15	on	on	ADP
gra-936	4	16	thursday	thursday	PROPN
gra-936	4	17	and	and	CCONJ
gra-936	4	18	so	so	ADV
gra-936	4	19	on	on	ADV
gra-936	4	20	.	.	PUNCT
gra-936	5	1	dematerialization	dematerialization	NOUN
gra-936	5	2	in	in	ADP
gra-936	5	3	short	short	ADJ
gra-936	5	4	called	call	VERB
gra-936	5	5	as	as	ADP
gra-936	5	6	'	'	PUNCT
gra-936	5	7	demat	demat	NOUN
gra-936	5	8	is	be	AUX
gra-936	5	9	the	the	DET
gra-936	5	10	process	process	NOUN
gra-936	5	11	by	by	ADP
gra-936	5	12	which	which	PRON
gra-936	5	13	an	an	DET
gra-936	5	14	investor	investor	NOUN
gra-936	5	15	can	can	AUX
gra-936	5	16	get	get	VERB
gra-936	5	17	physical	physical	ADJ
gra-936	5	18	certicates	certicate	NOUN
gra-936	5	19	converted	convert	VERB
gra-936	5	20	into	into	ADP
gra-936	5	21	electronic	electronic	ADJ
gra-936	5	22	form	form	NOUN
gra-936	5	23	maintained	maintain	VERB
gra-936	5	24	in	in	ADP
gra-936	5	25	an	an	DET
gra-936	5	26	account	account	NOUN
gra-936	5	27	with	with	ADP
gra-936	5	28	the	the	DET
gra-936	5	29	depository	depository	NOUN
gra-936	5	30	participant	participant	NOUN
gra-936	5	31	.	.	PUNCT
gra-936	6	1	the	the	DET
gra-936	6	2	investors	investor	NOUN
gra-936	6	3	can	can	AUX
gra-936	6	4	dematerialize	dematerialize	VERB
gra-936	6	5	only	only	ADV
gra-936	6	6	those	those	DET
gra-936	6	7	share	share	NOUN
gra-936	6	8	certicates	certicate	NOUN
gra-936	6	9	that	that	PRON
gra-936	6	10	are	be	AUX
gra-936	6	11	already	already	ADV
gra-936	6	12	registered	register	VERB
gra-936	6	13	in	in	ADP
gra-936	6	14	their	their	PRON
gra-936	6	15	name	name	NOUN
gra-936	6	16	and	and	CCONJ
gra-936	6	17	belong	belong	VERB
gra-936	6	18	to	to	ADP
gra-936	6	19	the	the	DET
gra-936	6	20	list	list	NOUN
gra-936	6	21	of	of	ADP
gra-936	6	22	securities	security	NOUN
gra-936	6	23	admitted	admit	VERB
gra-936	6	24	for	for	ADP
gra-936	6	25	dematerialization	dematerialization	NOUN
gra-936	6	26	at	at	ADP
gra-936	6	27	the	the	DET
gra-936	6	28	depositories	depository	NOUN
gra-936	6	29	.	.	PUNCT
gra-936	7	1	depository	depository	NOUN
gra-936	7	2	:	:	PUNCT
gra-936	7	3	the	the	DET
gra-936	7	4	organization	organization	NOUN
gra-936	7	5	responsible	responsible	ADJ
gra-936	7	6	to	to	PART
gra-936	7	7	maintain	maintain	VERB
gra-936	7	8	investor	investor	NOUN
gra-936	7	9	's	's	PART
gra-936	7	10	securities	security	NOUN
gra-936	7	11	in	in	ADP
gra-936	7	12	the	the	DET
gra-936	7	13	electronic	electronic	ADJ
gra-936	7	14	form	form	NOUN
gra-936	7	15	is	be	AUX
gra-936	7	16	called	call	VERB
gra-936	7	17	the	the	DET
gra-936	7	18	depository	depository	NOUN
gra-936	7	19	.	.	PUNCT
gra-936	8	1	in	in	ADP
gra-936	8	2	other	other	ADJ
gra-936	8	3	words	word	NOUN
gra-936	8	4	,	,	PUNCT
gra-936	8	5	a	a	DET
gra-936	8	6	depository	depository	NOUN
gra-936	8	7	can	can	AUX
gra-936	8	8	therefore	therefore	ADV
gra-936	8	9	be	be	AUX
gra-936	8	10	conceived	conceive	VERB
gra-936	8	11	of	of	ADP
gra-936	8	12	as	as	ADP
gra-936	8	13	a	a	DET
gra-936	8	14	"	"	PUNCT
gra-936	8	15	bank	bank	NOUN
gra-936	8	16	"	"	PUNCT
gra-936	8	17	for	for	ADP
gra-936	8	18	securities	security	NOUN
gra-936	8	19	.	.	PUNCT
gra-936	9	1	in	in	ADP
gra-936	9	2	india	india	PROPN
gra-936	9	3	there	there	PRON
gra-936	9	4	are	be	VERB
gra-936	9	5	two	two	NUM
gra-936	9	6	such	such	ADJ
gra-936	9	7	organizations	organization	NOUN
gra-936	9	8	viz	viz	PROPN
gra-936	9	9	.	.	PUNCT
gra-936	10	1	nsdl	nsdl	PROPN
gra-936	10	2	and	and	CCONJ
gra-936	10	3	cdsl	cdsl	NOUN
gra-936	10	4	.	.	PUNCT
gra-936	11	1	the	the	DET
gra-936	11	2	depository	depository	NOUN
gra-936	11	3	concept	concept	NOUN
gra-936	11	4	is	be	AUX
gra-936	11	5	similar	similar	ADJ
gra-936	11	6	to	to	ADP
gra-936	11	7	the	the	DET
gra-936	11	8	banking	banking	NOUN
gra-936	11	9	system	system	NOUN
gra-936	11	10	with	with	ADP
gra-936	11	11	the	the	DET
gra-936	11	12	exception	exception	NOUN
gra-936	11	13	that	that	PRON
gra-936	11	14	banks	bank	NOUN
gra-936	11	15	handle	handle	VERB
gra-936	11	16	funds	fund	NOUN
gra-936	11	17	whereas	whereas	SCONJ
gra-936	11	18	a	a	DET
gra-936	11	19	depository	depository	NOUN
gra-936	11	20	handles	handle	VERB
gra-936	11	21	securities	security	NOUN
gra-936	11	22	of	of	ADP
gra-936	11	23	the	the	DET
gra-936	11	24	investors	investor	NOUN
gra-936	11	25	.	.	PUNCT
gra-936	12	1	an	an	DET
gra-936	12	2	investor	investor	NOUN
gra-936	12	3	wishing	wish	VERB
gra-936	12	4	to	to	PART
gra-936	12	5	utilize	utilize	VERB
gra-936	12	6	the	the	DET
gra-936	12	7	services	service	NOUN
gra-936	12	8	offered	offer	VERB
gra-936	12	9	by	by	ADP
gra-936	12	10	a	a	DET
gra-936	12	11	depository	depository	NOUN
gra-936	12	12	has	have	VERB
gra-936	12	13	to	to	PART
gra-936	12	14	open	open	VERB
gra-936	12	15	an	an	DET
gra-936	12	16	account	account	NOUN
gra-936	12	17	with	with	ADP
gra-936	12	18	the	the	DET
gra-936	12	19	depository	depository	NOUN
gra-936	12	20	through	through	ADP
gra-936	12	21	a	a	DET
gra-936	12	22	depository	depository	NOUN
gra-936	12	23	participant	participant	NOUN
gra-936	12	24	ordinarily	ordinarily	ADV
gra-936	12	25	to	to	PART
gra-936	12	26	purchase	purchase	VERB
gra-936	12	27	and	and	CCONJ
gra-936	12	28	offer	offer	VERB
gra-936	12	29	offers	offer	NOUN
gra-936	12	30	,	,	PUNCT
gra-936	12	31	you	you	PRON
gra-936	12	32	need	need	VERB
gra-936	12	33	the	the	DET
gra-936	12	34	cash	cash	NOUN
gra-936	12	35	to	to	PART
gra-936	12	36	pay	pay	VERB
gra-936	12	37	for	for	ADP
gra-936	12	38	your	your	PRON
gra-936	12	39	buy	buy	NOUN
gra-936	12	40	and	and	CCONJ
gra-936	12	41	offers	offer	VERB
gra-936	12	42	in	in	ADP
gra-936	12	43	your	your	PRON
gra-936	12	44	demat	demat	NOUN
gra-936	12	45	record	record	NOUN
gra-936	12	46	to	to	PART
gra-936	12	47	convey	convey	VERB
gra-936	12	48	for	for	ADP
gra-936	12	49	your	your	PRON
gra-936	12	50	deal	deal	NOUN
gra-936	12	51	.	.	PUNCT
gra-936	13	1	however	however	ADV
gra-936	13	2	as	as	SCONJ
gra-936	13	3	you	you	PRON
gra-936	13	4	do	do	AUX
gra-936	13	5	n't	not	PART
gra-936	13	6	have	have	VERB
gra-936	13	7	everything	everything	PRON
gra-936	13	8	to	to	PART
gra-936	13	9	make	make	VERB
gra-936	13	10	useful	useful	ADJ
gra-936	13	11	for	for	ADP
gra-936	13	12	your	your	PRON
gra-936	13	13	buys	buy	NOUN
gra-936	13	14	or	or	CCONJ
gra-936	13	15	offers	offer	VERB
gra-936	13	16	to	to	PART
gra-936	13	17	convey	convey	VERB
gra-936	13	18	for	for	ADP
gra-936	13	19	your	your	PRON
gra-936	13	20	deal	deal	NOUN
gra-936	13	21	you	you	PRON
gra-936	13	22	need	need	VERB
gra-936	13	23	to	to	PART
gra-936	13	24	cover	cover	VERB
gra-936	13	25	(	(	PUNCT
gra-936	13	26	square	square	ADJ
gra-936	13	27	)	)	PUNCT
gra-936	13	28	your	your	PRON
gra-936	13	29	buy	buy	NOUN
gra-936	13	30	/	/	SYM
gra-936	13	31	deal	deal	NOUN
gra-936	13	32	exchange	exchange	NOUN
gra-936	13	33	by	by	ADP
gra-936	13	34	a	a	DET
gra-936	13	35	deal	deal	NOUN
gra-936	13	36	/	/	SYM
gra-936	13	37	buy	buy	VERB
gra-936	13	38	exchange	exchange	NOUN
gra-936	13	39	before	before	ADP
gra-936	13	40	the	the	DET
gra-936	13	41	end	end	NOUN
gra-936	13	42	of	of	ADP
gra-936	13	43	the	the	DET
gra-936	13	44	settlement	settlement	NOUN
gra-936	13	45	cycle	cycle	NOUN
gra-936	13	46	.	.	PUNCT
gra-936	14	1	on	on	ADP
gra-936	14	2	the	the	DET
gra-936	14	3	off	off	ADJ
gra-936	14	4	chance	chance	NOUN
gra-936	14	5	that	that	SCONJ
gra-936	14	6	the	the	DET
gra-936	14	7	cost	cost	NOUN
gra-936	14	8	over	over	ADP
gra-936	14	9	the	the	DET
gra-936	14	10	span	span	NOUN
gra-936	14	11	of	of	ADP
gra-936	14	12	the	the	DET
gra-936	14	13	settlement	settlement	NOUN
gra-936	14	14	cycle	cycle	NOUN
gra-936	14	15	moves	move	VERB
gra-936	14	16	to	to	PART
gra-936	14	17	support	support	VERB
gra-936	14	18	you	you	PRON
gra-936	14	19	(	(	PUNCT
gra-936	14	20	ascended	ascend	VERB
gra-936	14	21	if	if	SCONJ
gra-936	14	22	there	there	PRON
gra-936	14	23	should	should	AUX
gra-936	14	24	be	be	AUX
gra-936	14	25	an	an	DET
gra-936	14	26	occurrence	occurrence	NOUN
gra-936	14	27	of	of	ADP
gra-936	14	28	procurement	procurement	NOUN
gra-936	14	29	done	do	VERB
gra-936	14	30	before	before	ADV
gra-936	14	31	and	and	CCONJ
gra-936	14	32	fallen	fall	VERB
gra-936	14	33	in	in	ADP
gra-936	14	34	the	the	DET
gra-936	14	35	event	event	NOUN
gra-936	14	36	of	of	ADP
gra-936	14	37	a	a	DET
gra-936	14	38	deal	deal	NOUN
gra-936	14	39	done	do	VERB
gra-936	14	40	before	before	ADV
gra-936	14	41	)	)	PUNCT
gra-936	14	42	you	you	PRON
gra-936	14	43	will	will	AUX
gra-936	14	44	inuence	inuence	PROPN
gra-936	14	45	a	a	DET
gra-936	14	46	benet	benet	NOUN
gra-936	14	47	and	and	CCONJ
gra-936	14	48	you	you	PRON
gra-936	14	49	to	to	PART
gra-936	14	50	get	get	VERB
gra-936	14	51	the	the	DET
gra-936	14	52	instalment	instalment	NOUN
gra-936	14	53	from	from	ADP
gra-936	14	54	the	the	DET
gra-936	14	55	trade	trade	NOUN
gra-936	14	56	.	.	PUNCT
gra-936	15	1	in	in	ADP
gra-936	15	2	the	the	DET
gra-936	15	3	event	event	NOUN
gra-936	15	4	that	that	SCONJ
gra-936	15	5	the	the	DET
gra-936	15	6	value	value	NOUN
gra-936	15	7	development	development	NOUN
gra-936	15	8	is	be	AUX
gra-936	15	9	unfavourable	unfavourable	ADJ
gra-936	15	10	,	,	PUNCT
gra-936	15	11	you	you	PRON
gra-936	15	12	will	will	AUX
gra-936	15	13	inuence	inuence	PROPN
gra-936	15	14	a	a	DET
gra-936	15	15	misfortune	misfortune	NOUN
gra-936	15	16	and	and	CCONJ
gra-936	15	17	you	you	PRON
gra-936	15	18	to	to	PART
gra-936	15	19	should	should	AUX
gra-936	15	20	make	make	VERB
gra-936	15	21	the	the	DET
gra-936	15	22	instalment	instalment	NOUN
gra-936	15	23	to	to	ADP
gra-936	15	24	the	the	DET
gra-936	15	25	trade	trade	NOUN
gra-936	15	26	.	.	PUNCT
gra-936	16	1	edges	edge	NOUN
gra-936	16	2	are	be	AUX
gra-936	16	3	in	in	ADP
gra-936	16	4	this	this	DET
gra-936	16	5	way	way	NOUN
gra-936	16	6	gathered	gather	VERB
gra-936	16	7	to	to	PART
gra-936	16	8	defend	defend	VERB
gra-936	16	9	against	against	ADP
gra-936	16	10	any	any	DET
gra-936	16	11	antagonistic	antagonistic	ADJ
gra-936	16	12	value	value	NOUN
gra-936	16	13	development	development	NOUN
gra-936	16	14	.	.	PUNCT
gra-936	17	1	edges	edge	NOUN
gra-936	17	2	are	be	AUX
gra-936	17	3	cited	cite	VERB
gra-936	17	4	as	as	ADP
gra-936	17	5	a	a	DET
gra-936	17	6	level	level	NOUN
gra-936	17	7	of	of	ADP
gra-936	17	8	the	the	DET
gra-936	17	9	estimation	estimation	NOUN
gra-936	17	10	of	of	ADP
gra-936	17	11	the	the	DET
gra-936	17	12	exchange	exchange	NOUN
gra-936	17	13	purchasing	purchasing	NOUN
gra-936	17	14	at	at	ADP
gra-936	17	15	the	the	DET
gra-936	17	16	correct	correct	ADJ
gra-936	17	17	minute	minute	NOUN
gra-936	17	18	is	be	AUX
gra-936	17	19	the	the	DET
gra-936	17	20	best	good	ADJ
gra-936	17	21	barrier	barrier	NOUN
gra-936	17	22	against	against	ADP
gra-936	17	23	an	an	DET
gra-936	17	24	unstable	unstable	ADJ
gra-936	17	25	market	market	NOUN
gra-936	17	26	.	.	PUNCT
gra-936	18	1	at	at	ADP
gra-936	18	2	the	the	DET
gra-936	18	3	point	point	NOUN
gra-936	18	4	when	when	SCONJ
gra-936	18	5	the	the	DET
gra-936	18	6	load	load	NOUN
gra-936	18	7	of	of	ADP
gra-936	18	8	a	a	DET
gra-936	18	9	best	good	ADJ
gra-936	18	10	class	class	NOUN
gra-936	18	11	organization	organization	NOUN
gra-936	18	12	ascends	ascend	VERB
gra-936	18	13	out	out	ADP
gra-936	18	14	of	of	ADP
gra-936	18	15	a	a	DET
gra-936	18	16	sound	sound	ADJ
gra-936	18	17	value	value	NOUN
gra-936	18	18	base	base	NOUN
gra-936	18	19	on	on	ADP
gra-936	18	20	substantial	substantial	ADJ
gra-936	18	21	volume	volume	NOUN
gra-936	18	22	,	,	PUNCT
gra-936	18	23	do	do	AUX
gra-936	18	24	n't	not	PART
gra-936	18	25	pursue	pursue	VERB
gra-936	18	26	it	it	PRON
gra-936	18	27	more	more	ADV
gra-936	18	28	than	than	ADP
gra-936	18	29	ve	ve	PROPN
gra-936	18	30	per	per	ADP
gra-936	18	31	penny	penny	NOUN
gra-936	18	32	past	past	ADP
gra-936	18	33	its	its	PRON
gra-936	18	34	purchase	purchase	NOUN
gra-936	18	35	point	point	NOUN
gra-936	18	36	.	.	PUNCT
gra-936	19	1	awesome	awesome	ADJ
gra-936	19	2	stocks	stock	NOUN
gra-936	19	3	can	can	AUX
gra-936	19	4	rise	rise	VERB
gra-936	19	5	20	20	NUM
gra-936	19	6	-	-	SYM
gra-936	19	7	25	25	NUM
gra-936	19	8	%	%	NOUN
gra-936	19	9	out	out	ADP
gra-936	19	10	of	of	ADP
gra-936	19	11	a	a	DET
gra-936	19	12	couple	couple	NOUN
gra-936	19	13	of	of	ADP
gra-936	19	14	days	day	NOUN
gra-936	19	15	or	or	CCONJ
gra-936	19	16	weeks	week	NOUN
gra-936	19	17	.	.	PUNCT
gra-936	20	1	on	on	ADP
gra-936	20	2	the	the	DET
gra-936	20	3	off	off	ADJ
gra-936	20	4	chance	chance	NOUN
gra-936	20	5	that	that	SCONJ
gra-936	20	6	you	you	PRON
gra-936	20	7	buy	buy	VERB
gra-936	20	8	at	at	ADP
gra-936	20	9	those	those	DET
gra-936	20	10	expanded	expand	VERB
gra-936	20	11	levels	level	NOUN
gra-936	20	12	,	,	PUNCT
gra-936	20	13	what	what	PRON
gra-936	20	14	may	may	AUX
gra-936	20	15	end	end	VERB
gra-936	20	16	up	up	ADP
gra-936	20	17	being	be	AUX
gra-936	20	18	an	an	DET
gra-936	20	19	ordinary	ordinary	ADJ
gra-936	20	20	pull	pull	NOUN
gra-936	20	21	back	back	ADV
gra-936	20	22	could	could	AUX
gra-936	20	23	shake	shake	VERB
gra-936	20	24	you	you	PRON
gra-936	20	25	out	out	ADP
gra-936	20	26	.	.	PUNCT
gra-936	21	1	that	that	DET
gra-936	21	2	hazard	hazard	NOUN
gra-936	21	3	ascends	ascend	VERB
gra-936	21	4	with	with	ADP
gra-936	21	5	a	a	DET
gra-936	21	6	more	more	ADV
gra-936	21	7	unstable	unstable	ADJ
gra-936	21	8	stock	stock	NOUN
gra-936	21	9	there	there	PRON
gra-936	21	10	are	be	VERB
gra-936	21	11	a	a	DET
gra-936	21	12	few	few	ADJ
gra-936	21	13	signs	sign	NOUN
gra-936	21	14	in	in	ADP
gra-936	21	15	money	money	NOUN
gra-936	21	16	markets	market	NOUN
gra-936	21	17	that	that	PRON
gra-936	21	18	propose	propose	VERB
gra-936	21	19	alert	alert	NOUN
gra-936	21	20	,	,	PUNCT
gra-936	21	21	despite	despite	SCONJ
gra-936	21	22	the	the	DET
gra-936	21	23	fact	fact	NOUN
gra-936	21	24	that	that	SCONJ
gra-936	21	25	they	they	PRON
gra-936	21	26	're	be	AUX
gra-936	21	27	all	all	ADV
gra-936	21	28	extremely	extremely	ADV
gra-936	21	29	bullish	bullish	ADJ
gra-936	21	30	.	.	PUNCT
gra-936	22	1	here	here	ADV
gra-936	22	2	are	be	AUX
gra-936	22	3	some	some	PRON
gra-936	22	4	of	of	ADP
gra-936	22	5	them	they	PRON
gra-936	22	6	and	and	CCONJ
gra-936	22	7	what	what	PRON
gra-936	22	8	they	they	PRON
gra-936	22	9	may	may	AUX
gra-936	22	10	mean	mean	VERB
gra-936	22	11	,	,	PUNCT
gra-936	22	12	in	in	ADP
gra-936	22	13	light	light	NOUN
gra-936	22	14	of	of	ADP
gra-936	22	15	past	past	ADJ
gra-936	22	16	understanding	understanding	NOUN
gra-936	22	17	.	.	PUNCT
gra-936	23	1	to	to	PART
gra-936	23	2	begin	begin	VERB
gra-936	23	3	with	with	ADP
gra-936	23	4	,	,	PUNCT
gra-936	23	5	everyone	everyone	PRON
gra-936	23	6	's	's	PART
gra-936	23	7	bullish	bullish	ADJ
gra-936	23	8	.	.	PUNCT
gra-936	24	1	on	on	ADP
gra-936	24	2	the	the	DET
gra-936	24	3	off	off	ADJ
gra-936	24	4	chance	chance	NOUN
gra-936	24	5	that	that	SCONJ
gra-936	24	6	everybody	everybody	PRON
gra-936	24	7	's	be	AUX
gra-936	24	8	bullish	bullish	ADJ
gra-936	24	9	,	,	PUNCT
gra-936	24	10	that	that	PRON
gra-936	24	11	implies	imply	VERB
gra-936	24	12	they	they	PRON
gra-936	24	13	've	have	AUX
gra-936	24	14	just	just	ADV
gra-936	24	15	purchased	purchase	VERB
gra-936	24	16	their	their	PRON
gra-936	24	17	stock	stock	NOUN
gra-936	24	18	and	and	CCONJ
gra-936	24	19	are	be	AUX
gra-936	24	20	trusting	trust	VERB
gra-936	24	21	more	more	ADJ
gra-936	24	22	individuals	individual	NOUN
gra-936	24	23	will	will	AUX
gra-936	24	24	take	take	VERB
gra-936	24	25	after	after	ADP
gra-936	24	26	their	their	PRON
gra-936	24	27	energy	energy	NOUN
gra-936	24	28	.	.	PUNCT
gra-936	25	1	most	most	ADJ
gra-936	25	2	individual	individual	ADJ
gra-936	25	3	nancial	nancial	ADJ
gra-936	25	4	specialists	specialist	NOUN
gra-936	25	5	are	be	AUX
gra-936	25	6	completely	completely	ADV
gra-936	25	7	contributed	contribute	VERB
gra-936	25	8	.	.	PUNCT
gra-936	26	1	furthermore	furthermore	ADV
gra-936	26	2	,	,	PUNCT
gra-936	26	3	as	as	ADV
gra-936	26	4	long	long	ADV
gra-936	26	5	as	as	SCONJ
gra-936	26	6	expansive	expansive	ADJ
gra-936	26	7	inows	inow	NOUN
gra-936	26	8	are	be	AUX
gra-936	26	9	as	as	ADV
gra-936	26	10	yet	yet	ADV
gra-936	26	11	going	go	VERB
gra-936	26	12	into	into	ADP
gra-936	26	13	value	value	NOUN
gra-936	26	14	shared	share	VERB
gra-936	26	15	assets	asset	NOUN
gra-936	26	16	,	,	PUNCT
gra-936	26	17	everything	everything	PRON
gra-936	26	18	's	's	PART
gra-936	26	19	ne	ne	PROPN
gra-936	26	20	.	.	PUNCT
gra-936	27	1	watch	watch	VERB
gra-936	27	2	out	out	ADP
gra-936	27	3	when	when	SCONJ
gra-936	27	4	the	the	DET
gra-936	27	5	streams	stream	NOUN
gra-936	27	6	transform	transform	VERB
gra-936	27	7	into	into	ADP
gra-936	27	8	streams	stream	NOUN
gra-936	27	9	.	.	PUNCT
gra-936	28	1	there	there	PRON
gra-936	28	2	wo	will	AUX
gra-936	28	3	n't	not	PART
gra-936	28	4	purchase	purchase	VERB
gra-936	28	5	energy	energy	NOUN
gra-936	28	6	to	to	ADP
gra-936	28	7	c	c	PROPN
gra-936	28	8	o	o	NOUN
gra-936	28	9	n	n	ADP
gra-936	28	10	t	t	NOUN
gra-936	29	1	i	i	PRON
gra-936	29	2	n	n	VERB
gra-936	29	3	u	u	NOUN
gra-936	29	4	e	e	NOUN
gra-936	29	5	b	b	NOUN
gra-936	30	1	o	o	X
gra-936	30	2	o	o	X
gra-936	30	3	s	s	X
gra-936	30	4	t	t	X
gra-936	30	5	i	i	PRON
gra-936	31	1	n	n	CCONJ
gra-936	31	2	g	g	PROPN
gra-936	31	3	s	s	X
gra-936	31	4	t	t	NOUN
gra-936	32	1	o	o	X
gra-936	32	2	c	c	PROPN
gra-936	32	3	k	k	PROPN
gra-936	32	4	s	s	PROPN
gra-936	32	5	.	.	PUNCT
gra-936	33	1	s	s	PART
gra-936	34	1	e	e	NOUN
gra-936	34	2	c	c	NOUN
gra-936	34	3	o	o	NOUN
gra-936	34	4	n	n	CCONJ
gra-936	34	5	d	d	NOUN
gra-936	34	6	,	,	PUNCT
gra-936	34	7	f	f	PROPN
gra-936	34	8	e	e	X
gra-936	34	9	a	a	PRON
gra-936	34	10	r	r	NOUN
gra-936	34	11	o	o	X
gra-936	34	12	f	f	X
gra-936	34	13	t	t	NOUN
gra-936	34	14	h	h	NOUN
gra-936	34	15	e	e	PROPN
gra-936	34	16	economy	economy	NOUN
gra-936	34	17	/	/	SYM
gra-936	34	18	political	political	ADJ
gra-936	34	19	scenario	scenario	NOUN
gra-936	34	20	.	.	PUNCT
gra-936	35	1	this	this	PRON
gra-936	35	2	is	be	AUX
gra-936	35	3	an	an	DET
gra-936	35	4	initial	initial	ADJ
gra-936	35	5	indicator	indicator	NOUN
gra-936	35	6	,	,	PUNCT
gra-936	35	7	which	which	PRON
gra-936	35	8	would	would	AUX
gra-936	35	9	pull	pull	VERB
gra-936	35	10	of	of	ADP
gra-936	35	11	sporadic	sporadic	ADJ
gra-936	35	12	selling	selling	NOUN
gra-936	35	13	that	that	PRON
gra-936	35	14	could	could	AUX
gra-936	35	15	eventually	eventually	ADV
gra-936	35	16	mount	mount	VERB
gra-936	35	17	into	into	ADP
gra-936	35	18	an	an	DET
gra-936	35	19	outright	outright	ADJ
gra-936	35	20	bear	bear	NOUN
gra-936	35	21	market	market	NOUN
gra-936	35	22	.	.	PUNCT
gra-936	36	1	the	the	DET
gra-936	36	2	bombay	bombay	PROPN
gra-936	36	3	stock	stock	PROPN
gra-936	36	4	exchange	exchange	PROPN
gra-936	36	5	and	and	CCONJ
gra-936	36	6	the	the	DET
gra-936	36	7	national	national	ADJ
gra-936	36	8	stock	stock	PROPN
gra-936	36	9	exchange	exchange	PROPN
gra-936	36	10	of	of	ADP
gra-936	36	11	india	india	PROPN
gra-936	36	12	ltd	ltd	PROPN
gra-936	36	13	are	be	AUX
gra-936	36	14	the	the	DET
gra-936	36	15	two	two	NUM
gra-936	36	16	primary	primary	ADJ
gra-936	36	17	exchanges	exchange	NOUN
gra-936	36	18	in	in	ADP
gra-936	36	19	india	india	PROPN
gra-936	36	20	.	.	PUNCT
gra-936	37	1	in	in	ADP
gra-936	37	2	addition	addition	NOUN
gra-936	37	3	,	,	PUNCT
gra-936	37	4	there	there	PRON
gra-936	37	5	are	be	VERB
gra-936	37	6	22	22	NUM
gra-936	37	7	regional	regional	ADJ
gra-936	37	8	stock	stock	NOUN
gra-936	37	9	exchanges	exchange	NOUN
gra-936	37	10	.	.	PUNCT
gra-936	38	1	however	however	ADV
gra-936	38	2	,	,	PUNCT
gra-936	38	3	the	the	DET
gra-936	38	4	bse	bse	NOUN
gra-936	38	5	and	and	CCONJ
gra-936	38	6	nse	nse	NOUN
gra-936	38	7	have	have	AUX
gra-936	38	8	established	establish	VERB
gra-936	38	9	themselves	themselves	PRON
gra-936	38	10	as	as	ADP
gra-936	38	11	the	the	DET
gra-936	38	12	two	two	NUM
gra-936	38	13	leading	lead	VERB
gra-936	38	14	exchanges	exchange	NOUN
gra-936	38	15	respectively	respectively	ADV
gra-936	38	16	which	which	PRON
gra-936	38	17	accounts	account	VERB
gra-936	38	18	for	for	ADP
gra-936	38	19	80	80	NUM
gra-936	38	20	per	per	NOUN
gra-936	38	21	cent	cent	NOUN
gra-936	38	22	of	of	ADP
gra-936	38	23	the	the	DET
gra-936	38	24	equity	equity	NOUN
gra-936	38	25	volume	volume	NOUN
gra-936	38	26	.	.	PUNCT
gra-936	39	1	the	the	DET
gra-936	39	2	average	average	ADJ
gra-936	39	3	daily	daily	ADJ
gra-936	39	4	turnover	turnover	NOUN
gra-936	39	5	at	at	ADP
gra-936	39	6	the	the	DET
gra-936	39	7	exchanges	exchange	NOUN
gra-936	39	8	has	have	AUX
gra-936	39	9	increased	increase	VERB
gra-936	39	10	from	from	ADP
gra-936	39	11	rs	rs	NOUN
gra-936	39	12	.	.	PUNCT
gra-936	40	1	851	851	NUM
gra-936	40	2	crore	crore	NOUN
gra-936	40	3	to	to	PART
gra-936	40	4	rs	rs	NOUN
gra-936	40	5	.	.	PUNCT
gra-936	41	1	1,284	1,284	NUM
gra-936	41	2	crore	crore	NOUN
gra-936	41	3	in	in	ADP
gra-936	41	4	1998	1998	NUM
gra-936	41	5	-	-	SYM
gra-936	41	6	99	99	NUM
gra-936	41	7	and	and	CCONJ
gra-936	41	8	moves	move	VERB
gra-936	41	9	up	up	ADP
gra-936	41	10	to	to	PART
gra-936	41	11	rs	rs	PROPN
gra-936	41	12	.	.	PUNCT
gra-936	42	1	2,273	2,273	NUM
gra-936	42	2	crore	crore	NOUN
gra-936	42	3	in	in	ADP
gra-936	42	4	1999	1999	NUM
gra-936	42	5	-	-	SYM
gra-936	42	6	2000	2000	NUM
gra-936	42	7	respectively	respectively	ADV
gra-936	42	8	.	.	PUNCT
gra-936	43	1	nse	nse	NOUN
gra-936	43	2	has	have	VERB
gra-936	43	3	about	about	ADV
gra-936	43	4	1500	1500	NUM
gra-936	43	5	shares	share	NOUN
gra-936	43	6	listed	list	VERB
gra-936	43	7	with	with	ADP
gra-936	43	8	a	a	DET
gra-936	43	9	total	total	ADJ
gra-936	43	10	market	market	NOUN
gra-936	43	11	capitalization	capitalization	NOUN
gra-936	43	12	of	of	ADP
gra-936	43	13	rs.9,21,500	rs.9,21,500	PROPN
gra-936	43	14	crore	crore	NOUN
gra-936	43	15	.	.	PUNCT
gra-936	44	1	the	the	DET
gra-936	44	2	bse	bse	NOUN
gra-936	44	3	has	have	VERB
gra-936	44	4	6000	6000	NUM
gra-936	44	5	stocks	stock	NOUN
gra-936	44	6	listed	list	VERB
gra-936	44	7	and	and	CCONJ
gra-936	44	8	has	have	VERB
gra-936	44	9	a	a	DET
gra-936	44	10	market	market	NOUN
gra-936	44	11	capitalization	capitalization	NOUN
gra-936	44	12	of	of	ADP
gra-936	44	13	around	around	ADV
gra-936	44	14	rs	rs	NOUN
gra-936	44	15	.	.	PUNCT
gra-936	45	1	9,68,000	9,68,000	NUM
gra-936	45	2	crore	crore	NOUN
gra-936	45	3	.	.	PUNCT
gra-936	46	1	review	review	NOUN
gra-936	46	2	of	of	ADP
gra-936	46	3	literature	literature	NOUN
gra-936	46	4	:	:	PUNCT
gra-936	46	5	1	1	X
gra-936	46	6	.	.	X
gra-936	46	7	jiang	jiang	PROPN
gra-936	46	8	luo	luo	PROPN
gra-936	46	9	and	and	CCONJ
gra-936	46	10	avanidhar	avanidhar	PROPN
gra-936	46	11	subrahmanyam	subrahmanyam	PROPN
gra-936	46	12	high	high	ADJ
gra-936	46	13	levels	level	NOUN
gra-936	46	14	of	of	ADP
gra-936	46	15	turnover	turnover	NOUN
gra-936	46	16	in	in	ADP
gra-936	46	17	nancial	nancial	ADJ
gra-936	46	18	markets	market	NOUN
gra-936	46	19	are	be	AUX
gra-936	46	20	consistent	consistent	ADJ
gra-936	46	21	with	with	ADP
gra-936	46	22	the	the	DET
gra-936	46	23	notion	notion	NOUN
gra-936	46	24	that	that	SCONJ
gra-936	46	25	trading	trading	NOUN
gra-936	46	26	,	,	PUNCT
gra-936	46	27	like	like	ADP
gra-936	46	28	gambling	gambling	NOUN
gra-936	46	29	,	,	PUNCT
gra-936	46	30	yields	yield	VERB
gra-936	46	31	direct	direct	ADJ
gra-936	46	32	utility	utility	NOUN
gra-936	46	33	to	to	ADP
gra-936	46	34	some	some	DET
gra-936	46	35	agents	agent	NOUN
gra-936	46	36	.	.	PUNCT
gra-936	47	1	the	the	DET
gra-936	47	2	purpose	purpose	NOUN
gra-936	47	3	of	of	ADP
gra-936	47	4	this	this	DET
gra-936	47	5	paper	paper	NOUN
gra-936	47	6	is	be	AUX
gra-936	47	7	to	to	PART
gra-936	47	8	show	show	VERB
gra-936	47	9	that	that	SCONJ
gra-936	47	10	the	the	DET
gra-936	47	11	presence	presence	NOUN
gra-936	47	12	of	of	ADP
gra-936	47	13	these	these	DET
gra-936	47	14	agents	agent	NOUN
gra-936	47	15	attenuates	attenuate	VERB
gra-936	47	16	covariance	covariance	NOUN
gra-936	47	17	risk	risk	NOUN
gra-936	47	18	pricing	pricing	NOUN
gra-936	47	19	and	and	CCONJ
gra-936	47	20	volatility	volatility	NOUN
gra-936	47	21	,	,	PUNCT
gra-936	47	22	and	and	CCONJ
gra-936	47	23	implies	imply	VERB
gra-936	47	24	a	a	DET
gra-936	47	25	negative	negative	ADJ
gra-936	47	26	relation	relation	NOUN
gra-936	47	27	between	between	ADP
gra-936	47	28	volume	volume	NOUN
gra-936	47	29	and	and	CCONJ
gra-936	47	30	future	future	ADJ
gra-936	47	31	returns	return	NOUN
gra-936	47	32	.	.	PUNCT
gra-936	48	1	since	since	SCONJ
gra-936	48	2	psychological	psychological	ADJ
gra-936	48	3	literature	literature	NOUN
gra-936	48	4	indicates	indicate	VERB
gra-936	48	5	that	that	SCONJ
gra-936	48	6	the	the	DET
gra-936	48	7	desirability	desirability	NOUN
gra-936	48	8	of	of	ADP
gra-936	48	9	a	a	DET
gra-936	48	10	gamble	gamble	NOUN
gra-936	48	11	arises	arise	VERB
gra-936	48	12	from	from	ADP
gra-936	48	13	the	the	DET
gra-936	48	14	ex	ex	NOUN
gra-936	48	15	ante	ante	NOUN
gra-936	48	16	volatility	volatility	NOUN
gra-936	48	17	of	of	ADP
gra-936	48	18	the	the	DET
gra-936	48	19	outcome	outcome	NOUN
gra-936	48	20	,	,	PUNCT
gra-936	48	21	the	the	DET
gra-936	48	22	authors	author	NOUN
gra-936	48	23	propose	propose	VERB
gra-936	48	24	that	that	SCONJ
gra-936	48	25	agents	agent	NOUN
gra-936	48	26	derive	derive	VERB
gra-936	48	27	greater	great	ADJ
gra-936	48	28	utility	utility	NOUN
gra-936	48	29	from	from	ADP
gra-936	48	30	trading	trade	VERB
gra-936	48	31	more	more	ADV
gra-936	48	32	volatile	volatile	ADJ
gra-936	48	33	stocks	stock	NOUN
gra-936	48	34	.	.	PUNCT
gra-936	49	1	these	these	DET
gra-936	49	2	stocks	stock	NOUN
gra-936	49	3	earn	earn	VERB
gra-936	49	4	lower	low	ADJ
gra-936	49	5	average	average	ADJ
gra-936	49	6	returns	return	NOUN
gra-936	49	7	in	in	ADP
gra-936	49	8	equilibrium	equilibrium	NOUN
gra-936	49	9	,	,	PUNCT
gra-936	49	10	although	although	SCONJ
gra-936	49	11	the	the	DET
gra-936	49	12	risk	risk	NOUN
gra-936	49	13	premium	premium	NOUN
gra-936	49	14	on	on	ADP
gra-936	49	15	the	the	DET
gra-936	49	16	market	market	NOUN
gra-936	49	17	portfolio	portfolio	NOUN
gra-936	49	18	is	be	AUX
gra-936	49	19	positive	positive	ADJ
gra-936	49	20	.	.	PUNCT
gra-936	50	1	the	the	DET
gra-936	50	2	authors	author	NOUN
gra-936	50	3	then	then	ADV
gra-936	50	4	consider	consider	VERB
gra-936	50	5	a	a	DET
gra-936	50	6	dynamic	dynamic	ADJ
gra-936	50	7	setting	setting	NOUN
gra-936	50	8	where	where	SCONJ
gra-936	50	9	agents	agent	NOUN
gra-936	50	10	'	'	PART
gra-936	50	11	utility	utility	NOUN
gra-936	50	12	from	from	ADP
gra-936	50	13	trading	trading	NOUN
gra-936	50	14	increases	increase	NOUN
gra-936	50	15	when	when	SCONJ
gra-936	50	16	they	they	PRON
gra-936	50	17	make	make	VERB
gra-936	50	18	positive	positive	ADJ
gra-936	50	19	prots	prots	PROPN
gra-936	50	20	in	in	ADP
gra-936	50	21	earlier	early	ADJ
gra-936	50	22	rounds	round	NOUN
gra-936	50	23	(	(	PUNCT
gra-936	50	24	e.g.	e.g.	ADV
gra-936	50	25	due	due	ADP
gra-936	50	26	to	to	ADP
gra-936	50	27	an	an	DET
gra-936	50	28	endowment	endowment	ADJ
gra-936	50	29	effect	effect	NOUN
gra-936	50	30	)	)	PUNCT
gra-936	50	31	.	.	PUNCT
gra-936	51	1	this	this	PRON
gra-936	51	2	leads	lead	VERB
gra-936	51	3	to	to	ADP
gra-936	51	4	“	"	PUNCT
gra-936	51	5	bubbles	bubble	NOUN
gra-936	51	6	,	,	PUNCT
gra-936	51	7	”	"	PUNCT
gra-936	51	8	i.e.	i.e.	X
gra-936	51	9	disproportionate	disproportionate	ADJ
gra-936	51	10	jumps	jump	NOUN
gra-936	51	11	in	in	ADP
gra-936	51	12	asset	asset	NOUN
gra-936	51	13	returns	return	NOUN
gra-936	51	14	as	as	ADP
gra-936	51	15	a	a	DET
gra-936	51	16	function	function	NOUN
gra-936	51	17	of	of	ADP
gra-936	51	18	past	past	ADJ
gra-936	51	19	prices	price	NOUN
gra-936	51	20	,	,	PUNCT
gra-936	51	21	higher	high	ADJ
gra-936	51	22	volume	volume	NOUN
gra-936	51	23	in	in	ADP
gra-936	51	24	up	up	ADP
gra-936	51	25	markets	market	NOUN
gra-936	51	26	relative	relative	ADJ
gra-936	51	27	to	to	ADP
gra-936	51	28	down	down	ADJ
gra-936	51	29	markets	market	NOUN
gra-936	51	30	,	,	PUNCT
gra-936	51	31	as	as	ADV
gra-936	51	32	well	well	ADV
gra-936	51	33	as	as	ADP
gra-936	51	34	a	a	DET
gra-936	51	35	leverage	leverage	NOUN
gra-936	51	36	effect	effect	NOUN
gra-936	51	37	,	,	PUNCT
gra-936	51	38	wherein	wherein	SCONJ
gra-936	51	39	down	down	ADP
gra-936	51	40	markets	market	NOUN
gra-936	51	41	are	be	AUX
gra-936	51	42	followed	follow	VERB
gra-936	51	43	by	by	ADP
gra-936	51	44	higher	high	ADJ
gra-936	51	45	volatility	volatility	NOUN
gra-936	51	46	than	than	ADP
gra-936	51	47	up	up	ADP
gra-936	51	48	markets	market	NOUN
gra-936	51	49	.	.	PUNCT
gra-936	52	1	2	2	X
gra-936	52	2	.	.	X
gra-936	52	3	viktoria	viktoria	PROPN
gra-936	52	4	dalko	dalko	PROPN
gra-936	52	5	the	the	DET
gra-936	52	6	purpose	purpose	NOUN
gra-936	52	7	of	of	ADP
gra-936	52	8	this	this	DET
gra-936	52	9	paper	paper	NOUN
gra-936	52	10	is	be	AUX
gra-936	52	11	to	to	PART
gra-936	52	12	assess	assess	VERB
gra-936	52	13	the	the	DET
gra-936	52	14	us	us	PROPN
gra-936	52	15	securities	securities	PROPN
gra-936	52	16	and	and	CCONJ
gra-936	52	17	exchange	exchange	PROPN
gra-936	52	18	commission	commission	PROPN
gra-936	52	19	's	's	PART
gra-936	52	20	new	new	ADJ
gra-936	52	21	regulation	regulation	NOUN
gra-936	52	22	,	,	PUNCT
gra-936	52	23	limit	limit	VERB
gra-936	52	24	up	up	ADP
gra-936	52	25	–	–	PUNCT
gra-936	52	26	limit	limit	NOUN
gra-936	52	27	down	down	ADP
gra-936	52	28	(	(	PUNCT
gra-936	52	29	luld	luld	PROPN
gra-936	52	30	)	)	PUNCT
gra-936	52	31	,	,	PUNCT
gra-936	52	32	against	against	ADP
gra-936	52	33	the	the	DET
gra-936	52	34	background	background	NOUN
gra-936	52	35	of	of	ADP
gra-936	52	36	manipulative	manipulative	ADJ
gra-936	52	37	high	high	ADJ
gra-936	52	38	-	-	PUNCT
gra-936	52	39	frequency	frequency	NOUN
gra-936	52	40	trading	trading	NOUN
gra-936	52	41	(	(	PUNCT
gra-936	52	42	hft	hft	NOUN
gra-936	52	43	)	)	PUNCT
gra-936	52	44	.	.	PUNCT
gra-936	53	1	3	3	X
gra-936	53	2	.	.	X
gra-936	53	3	charnwut	charnwut	PROPN
gra-936	53	4	roongsangmanoon	roongsangmanoon	PROPN
gra-936	53	5	,	,	PUNCT
gra-936	53	6	andrew	andrew	PROPN
gra-936	53	7	h.	h.	PROPN
gra-936	53	8	chen	chen	PROPN
gra-936	53	9	,	,	PUNCT
gra-936	53	10	joseph	joseph	PROPN
gra-936	53	11	kang	kang	PROPN
gra-936	53	12	and	and	CCONJ
gra-936	53	13	donald	donald	PROPN
gra-936	53	14	lien	lien	PROPN
gra-936	53	15	empirical	empirical	ADJ
gra-936	53	16	evidence	evidence	NOUN
gra-936	53	17	of	of	ADP
gra-936	53	18	the	the	DET
gra-936	53	19	hedging	hedging	NOUN
gra-936	53	20	pressure	pressure	NOUN
gra-936	53	21	risk	risk	NOUN
gra-936	53	22	premium	premium	NOUN
gra-936	53	23	exists	exist	VERB
gra-936	53	24	only	only	ADV
gra-936	53	25	in	in	ADP
gra-936	53	26	the	the	DET
gra-936	53	27	futures	future	NOUN
gra-936	53	28	contracts	contract	VERB
gra-936	53	29	the	the	DET
gra-936	53	30	effect	effect	NOUN
gra-936	53	31	of	of	ADP
gra-936	53	32	equity	equity	NOUN
gra-936	53	33	investment	investment	NOUN
gra-936	53	34	on	on	ADP
gra-936	53	35	non	non	ADJ
gra-936	53	36	traders	trader	NOUN
gra-936	53	37	and	and	CCONJ
gra-936	53	38	stopped	stop	VERB
gra-936	53	39	traders	trader	NOUN
gra-936	53	40	–	–	PUNCT
gra-936	53	41	analysis	analysis	NOUN
gra-936	53	42	on	on	ADP
gra-936	53	43	investors	investor	NOUN
gra-936	53	44	'	'	PART
gra-936	53	45	perception	perception	NOUN
gra-936	53	46	original	original	ADJ
gra-936	53	47	research	research	NOUN
gra-936	53	48	paper	paper	NOUN
gra-936	53	49	n.	n.	PROPN
gra-936	53	50	parthiban	parthiban	PROPN
gra-936	53	51	guest	guest	NOUN
gra-936	53	52	lecturer	lecturer	NOUN
gra-936	53	53	in	in	ADP
gra-936	53	54	management	management	NOUN
gra-936	53	55	,	,	PUNCT
gra-936	53	56	government	government	NOUN
gra-936	53	57	arts	art	NOUN
gra-936	53	58	and	and	CCONJ
gra-936	53	59	science	science	PROPN
gra-936	53	60	college	college	PROPN
gra-936	53	61	sathyamangalam	sathyamangalam	PROPN
gra-936	53	62	638401	638401	NUM
gra-936	53	63	x	x	SYM
gra-936	54	1	131gjra	131gjra	PROPN
gra-936	54	2	global	global	ADJ
gra-936	54	3	journal	journal	NOUN
gra-936	54	4	for	for	ADP
gra-936	54	5	research	research	NOUN
gra-936	54	6	analysis	analysis	NOUN
gra-936	54	7	management	management	NOUN
gra-936	54	8	the	the	DET
gra-936	54	9	purpose	purpose	NOUN
gra-936	54	10	of	of	ADP
gra-936	54	11	this	this	DET
gra-936	54	12	paper	paper	NOUN
gra-936	54	13	is	be	AUX
gra-936	54	14	to	to	PART
gra-936	54	15	understand	understand	VERB
gra-936	54	16	the	the	DET
gra-936	54	17	customer	customer	NOUN
gra-936	54	18	perception	perception	NOUN
gra-936	54	19	towards	towards	ADP
gra-936	54	20	equity	equity	NOUN
gra-936	54	21	trading	trading	NOUN
gra-936	54	22	and	and	CCONJ
gra-936	54	23	their	their	PRON
gra-936	54	24	difculties	difcultie	NOUN
gra-936	54	25	in	in	ADP
gra-936	54	26	accessing	access	VERB
gra-936	54	27	the	the	DET
gra-936	54	28	icici	icici	PROPN
gra-936	54	29	direct	direct	VERB
gra-936	54	30	online	online	PROPN
gra-936	54	31	portal	portal	NOUN
gra-936	54	32	.	.	PUNCT
gra-936	55	1	to	to	PART
gra-936	55	2	make	make	VERB
gra-936	55	3	non	non	ADJ
gra-936	55	4	trader	trader	NOUN
gra-936	55	5	customer	customer	NOUN
gra-936	55	6	and	and	CCONJ
gra-936	55	7	stopped	stop	VERB
gra-936	55	8	trader	trader	NOUN
gra-936	55	9	to	to	PART
gra-936	55	10	start	start	VERB
gra-936	55	11	trading	trade	VERB
gra-936	55	12	in	in	ADP
gra-936	55	13	equity	equity	NOUN
gra-936	55	14	market	market	NOUN
gra-936	55	15	.	.	PUNCT
gra-936	56	1	abstract	abstract	ADJ
gra-936	56	2	keywords	keyword	NOUN
gra-936	56	3	:	:	PUNCT
gra-936	56	4	volume-8	volume-8	NUM
gra-936	56	5	,	,	PUNCT
gra-936	56	6	issue-12	issue-12	NOUN
gra-936	56	7	,	,	PUNCT
gra-936	56	8	december-2019	december-2019	ADJ
gra-936	56	9	•	•	NUM
gra-936	56	10	print	print	NOUN
gra-936	56	11	issn	issn	PROPN
gra-936	56	12	no	no	NOUN
gra-936	56	13	.	.	PROPN
gra-936	56	14	2277	2277	NUM
gra-936	56	15	8160	8160	NUM
gra-936	56	16	•	•	NOUN
gra-936	56	17	doi	doi	NOUN
gra-936	56	18	:	:	PUNCT
gra-936	56	19	10.36106	10.36106	NUM
gra-936	56	20	/	/	SYM
gra-936	56	21	gjra	gjra	NOUN
gra-936	56	22	132	132	NUM
gra-936	56	23	x	x	NOUN
gra-936	56	24	gjra	gjra	ADJ
gra-936	56	25	global	global	ADJ
gra-936	56	26	journal	journal	PROPN
gra-936	56	27	for	for	ADP
gra-936	56	28	research	research	NOUN
gra-936	56	29	analysis	analysis	NOUN
gra-936	56	30	with	with	ADP
gra-936	56	31	delivery	delivery	NOUN
gra-936	56	32	-	-	PUNCT
gra-936	56	33	related	relate	VERB
gra-936	56	34	options	option	NOUN
gra-936	56	35	.	.	PUNCT
gra-936	57	1	since	since	SCONJ
gra-936	57	2	hedging	hedge	VERB
gra-936	57	3	pressure	pressure	NOUN
gra-936	57	4	is	be	AUX
gra-936	57	5	supposed	suppose	VERB
gra-936	57	6	to	to	PART
gra-936	57	7	exist	exist	VERB
gra-936	57	8	for	for	ADP
gra-936	57	9	all	all	DET
gra-936	57	10	futures	future	NOUN
gra-936	57	11	contracts	contract	NOUN
gra-936	57	12	,	,	PUNCT
gra-936	57	13	the	the	DET
gra-936	57	14	empirical	empirical	ADJ
gra-936	57	15	evidence	evidence	NOUN
gra-936	57	16	raises	raise	VERB
gra-936	57	17	an	an	DET
gra-936	57	18	interesting	interesting	ADJ
gra-936	57	19	empirical	empirical	ADJ
gra-936	57	20	question	question	NOUN
gra-936	57	21	:	:	PUNCT
gra-936	57	22	whether	whether	SCONJ
gra-936	57	23	the	the	DET
gra-936	57	24	hedging	hedging	NOUN
gra-936	57	25	pressure	pressure	NOUN
gra-936	57	26	risk	risk	NOUN
gra-936	57	27	premium	premium	NOUN
gra-936	57	28	is	be	AUX
gra-936	57	29	in	in	ADP
gra-936	57	30	fact	fact	NOUN
gra-936	57	31	the	the	DET
gra-936	57	32	risk	risk	NOUN
gra-936	57	33	premium	premium	NOUN
gra-936	57	34	associated	associate	VERB
gra-936	57	35	with	with	ADP
gra-936	57	36	the	the	DET
gra-936	57	37	delivery	delivery	NOUN
gra-936	57	38	-	-	PUNCT
gra-936	57	39	related	relate	VERB
gra-936	57	40	options	option	NOUN
gra-936	57	41	.	.	PUNCT
gra-936	58	1	this	this	DET
gra-936	58	2	chapter	chapter	NOUN
gra-936	58	3	contains	contain	VERB
gra-936	58	4	an	an	DET
gra-936	58	5	empirical	empirical	ADJ
gra-936	58	6	test	test	NOUN
gra-936	58	7	of	of	ADP
gra-936	58	8	the	the	DET
gra-936	58	9	nonredundancy	nonredundancy	NOUN
gra-936	58	10	between	between	ADP
gra-936	58	11	the	the	DET
gra-936	58	12	two	two	NUM
gra-936	58	13	related	related	ADJ
gra-936	58	14	but	but	CCONJ
gra-936	58	15	alternative	alternative	ADJ
gra-936	58	16	sources	source	NOUN
gra-936	58	17	of	of	ADP
gra-936	58	18	non	non	ADJ
gra-936	58	19	-	-	ADJ
gra-936	58	20	market	market	ADJ
gra-936	58	21	risks	risk	NOUN
gra-936	58	22	.	.	PUNCT
gra-936	59	1	for	for	ADP
gra-936	59	2	the	the	DET
gra-936	59	3	test	test	NOUN
gra-936	59	4	,	,	PUNCT
gra-936	59	5	we	we	PRON
gra-936	59	6	employs	employ	VERB
gra-936	59	7	a	a	DET
gra-936	59	8	futures	future	NOUN
gra-936	59	9	risk	risk	NOUN
gra-936	59	10	premia	premia	PROPN
gra-936	59	11	model	model	NOUN
gra-936	59	12	in	in	ADP
gra-936	59	13	which	which	PRON
gra-936	59	14	the	the	DET
gra-936	59	15	expected	expect	VERB
gra-936	59	16	futures	future	NOUN
gra-936	59	17	returns	return	NOUN
gra-936	59	18	contain	contain	VERB
gra-936	59	19	the	the	DET
gra-936	59	20	market	market	NOUN
gra-936	59	21	risk	risk	NOUN
gra-936	59	22	premium	premium	NOUN
gra-936	59	23	(	(	PUNCT
gra-936	59	24	proxied	proxie	VERB
gra-936	59	25	by	by	ADP
gra-936	59	26	the	the	DET
gra-936	59	27	equity	equity	NOUN
gra-936	59	28	market	market	NOUN
gra-936	59	29	risk	risk	NOUN
gra-936	59	30	premium	premium	NOUN
gra-936	59	31	)	)	PUNCT
gra-936	59	32	and	and	CCONJ
gra-936	59	33	two	two	NUM
gra-936	59	34	non	non	ADJ
gra-936	59	35	-	-	ADJ
gra-936	59	36	market	market	ADJ
gra-936	59	37	risk	risk	NOUN
gra-936	59	38	premia	premia	NOUN
gra-936	59	39	(	(	PUNCT
gra-936	59	40	proxied	proxie	VERB
gra-936	59	41	by	by	ADP
gra-936	59	42	the	the	DET
gra-936	59	43	hedging	hedging	NOUN
gra-936	59	44	pressure	pressure	NOUN
gra-936	59	45	effect	effect	NOUN
gra-936	59	46	and	and	CCONJ
gra-936	59	47	by	by	ADP
gra-936	59	48	the	the	DET
gra-936	59	49	delivery	delivery	NOUN
gra-936	59	50	risk	risk	NOUN
gra-936	59	51	premium	premium	NOUN
gra-936	59	52	reected	reecte	VERB
gra-936	59	53	in	in	ADP
gra-936	59	54	the	the	DET
gra-936	59	55	returns	return	NOUN
gra-936	59	56	of	of	ADP
gra-936	59	57	futures	future	NOUN
gra-936	59	58	options	option	NOUN
gra-936	59	59	,	,	PUNCT
gra-936	59	60	respectively	respectively	ADV
gra-936	59	61	)	)	PUNCT
gra-936	59	62	.	.	PUNCT
gra-936	60	1	our	our	PRON
gra-936	60	2	main	main	ADJ
gra-936	60	3	nding	nding	NOUN
gra-936	60	4	is	be	AUX
gra-936	60	5	that	that	SCONJ
gra-936	60	6	both	both	CCONJ
gra-936	60	7	the	the	DET
gra-936	60	8	hedging	hedging	NOUN
gra-936	60	9	pressure	pressure	NOUN
gra-936	60	10	and	and	CCONJ
gra-936	60	11	the	the	DET
gra-936	60	12	delivery	delivery	NOUN
gra-936	60	13	risk	risk	NOUN
gra-936	60	14	premia	premia	PROPN
gra-936	60	15	are	be	AUX
gra-936	60	16	nonredundant	nonredundant	ADJ
gra-936	60	17	and	and	CCONJ
gra-936	60	18	statistically	statistically	ADV
gra-936	60	19	signicant	signicant	ADJ
gra-936	60	20	for	for	ADP
gra-936	60	21	futures	future	NOUN
gra-936	60	22	contracts	contract	NOUN
gra-936	60	23	with	with	ADP
gra-936	60	24	delivery	delivery	NOUN
gra-936	60	25	-	-	PUNCT
gra-936	60	26	related	relate	VERB
gra-936	60	27	options	option	NOUN
gra-936	60	28	.	.	PUNCT
gra-936	61	1	this	this	DET
gra-936	61	2	nding	nding	NOUN
gra-936	61	3	implies	imply	VERB
gra-936	61	4	a	a	DET
gra-936	61	5	substantial	substantial	ADJ
gra-936	61	6	degree	degree	NOUN
gra-936	61	7	of	of	ADP
gra-936	61	8	segmentations	segmentation	NOUN
gra-936	61	9	between	between	ADP
gra-936	61	10	these	these	DET
gra-936	61	11	futures	future	NOUN
gra-936	61	12	markets	market	NOUN
gra-936	61	13	and	and	CCONJ
gra-936	61	14	the	the	DET
gra-936	61	15	underlying	underlie	VERB
gra-936	61	16	asset	asset	NOUN
gra-936	61	17	markets	market	NOUN
gra-936	61	18	.	.	PUNCT
gra-936	62	1	methodology	methodology	NOUN
gra-936	62	2	:	:	PUNCT
gra-936	62	3	the	the	DET
gra-936	62	4	type	type	NOUN
gra-936	62	5	of	of	ADP
gra-936	62	6	study	study	NOUN
gra-936	62	7	was	be	AUX
gra-936	62	8	“	"	PUNCT
gra-936	62	9	descriptive	descriptive	ADJ
gra-936	62	10	study	study	NOUN
gra-936	62	11	”	"	PUNCT
gra-936	62	12	,	,	PUNCT
gra-936	62	13	were	be	AUX
gra-936	62	14	done	do	VERB
gra-936	62	15	on	on	ADP
gra-936	62	16	equity	equity	NOUN
gra-936	62	17	investment	investment	NOUN
gra-936	62	18	on	on	ADP
gra-936	62	19	trading	trading	NOUN
gra-936	62	20	of	of	ADP
gra-936	62	21	shares	share	NOUN
gra-936	62	22	through	through	ADP
gra-936	62	23	online	online	ADJ
gra-936	62	24	brokers	broker	NOUN
gra-936	62	25	in	in	ADP
gra-936	62	26	icici	icici	NOUN
gra-936	62	27	securities	security	NOUN
gra-936	62	28	respectively	respectively	ADV
gra-936	62	29	.	.	PUNCT
gra-936	63	1	tools	tool	NOUN
gra-936	63	2	used	use	VERB
gra-936	63	3	in	in	ADP
gra-936	63	4	this	this	DET
gra-936	63	5	research	research	NOUN
gra-936	63	6	,	,	PUNCT
gra-936	63	7	tools	tool	NOUN
gra-936	63	8	used	use	VERB
gra-936	63	9	was	be	AUX
gra-936	63	10	questionnaire	questionnaire	NOUN
gra-936	63	11	method	method	NOUN
gra-936	63	12	to	to	ADP
gra-936	63	13	nd	nd	PROPN
gra-936	63	14	out	out	ADP
gra-936	63	15	the	the	DET
gra-936	63	16	problems	problem	NOUN
gra-936	63	17	occurred	occur	VERB
gra-936	63	18	with	with	SCONJ
gra-936	63	19	the	the	DET
gra-936	63	20	customers	customer	NOUN
gra-936	63	21	in	in	ADP
gra-936	63	22	icici	icici	PROPN
gra-936	63	23	securities	security	NOUN
gra-936	63	24	and	and	CCONJ
gra-936	63	25	data	datum	NOUN
gra-936	63	26	were	be	AUX
gra-936	63	27	collected	collect	VERB
gra-936	63	28	through	through	ADP
gra-936	63	29	the	the	DET
gra-936	63	30	questionnaire	questionnaire	NOUN
gra-936	63	31	method	method	NOUN
gra-936	63	32	.	.	PUNCT
gra-936	64	1	ÿ	ÿ	DET
gra-936	64	2	questionnaire	questionnaire	NOUN
gra-936	64	3	-	-	PUNCT
gra-936	64	4	the	the	DET
gra-936	64	5	instrumentation	instrumentation	NOUN
gra-936	64	6	used	use	VERB
gra-936	64	7	to	to	PART
gra-936	64	8	collect	collect	VERB
gra-936	64	9	data	datum	NOUN
gra-936	64	10	was	be	AUX
gra-936	64	11	likert	likert	ADJ
gra-936	64	12	scale	scale	NOUN
gra-936	64	13	(	(	PUNCT
gra-936	64	14	5point	5point	NUM
gra-936	64	15	scale	scale	NOUN
gra-936	64	16	)	)	PUNCT
gra-936	64	17	ÿ	ÿ	PRON
gra-936	64	18	research	research	NOUN
gra-936	64	19	method	method	NOUN
gra-936	64	20	-	-	PUNCT
gra-936	64	21	survey	survey	NOUN
gra-936	64	22	method	method	NOUN
gra-936	64	23	�	�	PROPN
gra-936	64	24	sources	source	NOUN
gra-936	64	25	of	of	ADP
gra-936	64	26	data	datum	NOUN
gra-936	64	27	the	the	DET
gra-936	64	28	data	data	NOUN
gra-936	64	29	collection	collection	NOUN
gra-936	64	30	was	be	AUX
gra-936	64	31	done	do	VERB
gra-936	64	32	by	by	ADP
gra-936	64	33	means	mean	NOUN
gra-936	64	34	of	of	ADP
gra-936	64	35	phone	phone	NOUN
gra-936	64	36	call	call	NOUN
gra-936	64	37	is	be	AUX
gra-936	64	38	schedule	schedule	NOUN
gra-936	64	39	in	in	ADP
gra-936	64	40	questionnaires	questionnaire	NOUN
gra-936	64	41	form	form	NOUN
gra-936	64	42	.	.	PUNCT
gra-936	65	1	each	each	DET
gra-936	65	2	person	person	NOUN
gra-936	65	3	has	have	AUX
gra-936	65	4	approached	approach	VERB
gra-936	65	5	separately	separately	ADV
gra-936	65	6	al	al	PROPN
gra-936	65	7	questions	question	NOUN
gra-936	65	8	were	be	AUX
gra-936	65	9	read	read	VERB
gra-936	65	10	out	out	ADP
gra-936	65	11	and	and	CCONJ
gra-936	65	12	explained	explain	VERB
gra-936	65	13	by	by	ADP
gra-936	65	14	researcher	researcher	NOUN
gra-936	65	15	.	.	PUNCT
gra-936	66	1	the	the	DET
gra-936	66	2	two	two	NUM
gra-936	66	3	types	type	NOUN
gra-936	66	4	of	of	ADP
gra-936	66	5	data	datum	NOUN
gra-936	66	6	used	use	VERB
gra-936	66	7	for	for	ADP
gra-936	66	8	the	the	DET
gra-936	66	9	purposes	purpose	NOUN
gra-936	66	10	&	&	CCONJ
gra-936	66	11	the	the	DET
gra-936	66	12	study	study	NOUN
gra-936	66	13	are	be	AUX
gra-936	66	14	ÿ	ÿ	DET
gra-936	66	15	primary	primary	ADJ
gra-936	66	16	data	datum	NOUN
gra-936	66	17	ÿ	ÿ	PRON
gra-936	66	18	secondary	secondary	ADJ
gra-936	66	19	data	data	PROPN
gra-936	66	20	primary	primary	ADJ
gra-936	66	21	data	datum	NOUN
gra-936	66	22	was	be	AUX
gra-936	66	23	collected	collect	VERB
gra-936	66	24	from	from	ADP
gra-936	66	25	the	the	DET
gra-936	66	26	respondents	respondent	NOUN
gra-936	66	27	by	by	ADP
gra-936	66	28	using	use	VERB
gra-936	66	29	the	the	DET
gra-936	66	30	questionnaire	questionnaire	NOUN
gra-936	66	31	the	the	DET
gra-936	66	32	following	follow	VERB
gra-936	66	33	types	type	NOUN
gra-936	66	34	of	of	ADP
gra-936	66	35	questions	question	NOUN
gra-936	66	36	are	be	AUX
gra-936	66	37	used	use	VERB
gra-936	66	38	in	in	ADP
gra-936	66	39	questionnaire	questionnaire	NOUN
gra-936	66	40	ÿ	ÿ	PRON
gra-936	66	41	closed	close	VERB
gra-936	66	42	ended	ended	ADJ
gra-936	66	43	questions	question	NOUN
gra-936	66	44	�	�	PROPN
gra-936	66	45	ÿ	ÿ	PROPN
gra-936	66	46	open	open	ADJ
gra-936	66	47	ended	end	VERB
gra-936	66	48	questions	question	NOUN
gra-936	66	49	�	�	PROPN
gra-936	66	50	secondary	secondary	ADJ
gra-936	66	51	data	datum	NOUN
gra-936	66	52	was	be	AUX
gra-936	66	53	collected	collect	VERB
gra-936	66	54	from	from	ADP
gra-936	66	55	company	company	NOUN
gra-936	66	56	website	website	NOUN
gra-936	66	57	,	,	PUNCT
gra-936	66	58	booklets	booklet	NOUN
gra-936	66	59	and	and	CCONJ
gra-936	66	60	records	record	NOUN
gra-936	66	61	of	of	ADP
gra-936	66	62	the	the	DET
gra-936	66	63	organisation	organisation	NOUN
gra-936	66	64	.	.	PUNCT
gra-936	67	1	sampling	sample	VERB
gra-936	67	2	method	method	NOUN
gra-936	67	3	:	:	PUNCT
gra-936	67	4	sampling	sample	VERB
gra-936	67	5	method	method	NOUN
gra-936	67	6	followed	follow	VERB
gra-936	67	7	was	be	AUX
gra-936	67	8	“	"	PUNCT
gra-936	67	9	random	random	ADJ
gra-936	67	10	sampling	sampling	NOUN
gra-936	67	11	”	"	PUNCT
gra-936	67	12	method	method	NOUN
gra-936	67	13	,	,	PUNCT
gra-936	67	14	were	be	AUX
gra-936	67	15	channel	channel	NOUN
gra-936	67	16	manager	manager	NOUN
gra-936	67	17	in	in	ADP
gra-936	67	18	icici	icici	PROPN
gra-936	67	19	securities	security	NOUN
gra-936	67	20	have	have	AUX
gra-936	67	21	provided	provide	VERB
gra-936	67	22	400	400	NUM
gra-936	67	23	data	datum	NOUN
gra-936	67	24	from	from	ADP
gra-936	67	25	that	that	PRON
gra-936	67	26	i	i	PRON
gra-936	67	27	have	have	AUX
gra-936	67	28	randomly	randomly	ADV
gra-936	67	29	choose	choose	VERB
gra-936	67	30	150	150	NUM
gra-936	67	31	data	datum	NOUN
gra-936	67	32	for	for	ADP
gra-936	67	33	my	my	PRON
gra-936	67	34	research	research	NOUN
gra-936	67	35	.	.	PUNCT
gra-936	68	1	sample	sample	NOUN
gra-936	68	2	size	size	NOUN
gra-936	68	3	:	:	PUNCT
gra-936	68	4	sample	sample	NOUN
gra-936	68	5	size	size	NOUN
gra-936	68	6	taken	take	VERB
gra-936	68	7	was	be	AUX
gra-936	68	8	150	150	NUM
gra-936	68	9	framework	framework	NOUN
gra-936	68	10	of	of	ADP
gra-936	68	11	analysis	analysis	NOUN
gra-936	68	12	:	:	PUNCT
gra-936	68	13	the	the	DET
gra-936	68	14	framework	framework	NOUN
gra-936	68	15	of	of	ADP
gra-936	68	16	analysis	analysis	NOUN
gra-936	68	17	was	be	AUX
gra-936	68	18	ÿ	ÿ	DET
gra-936	68	19	survey	survey	NOUN
gra-936	68	20	was	be	AUX
gra-936	68	21	taken	take	VERB
gra-936	68	22	through	through	ADP
gra-936	68	23	questionnaire	questionnaire	NOUN
gra-936	68	24	method	method	NOUN
gra-936	68	25	and	and	CCONJ
gra-936	68	26	statistical	statistical	ADJ
gra-936	68	27	analysis	analysis	NOUN
gra-936	68	28	was	be	AUX
gra-936	68	29	done	do	VERB
gra-936	68	30	through	through	ADP
gra-936	68	31	spss	spss	PROPN
gra-936	68	32	tool	tool	NOUN
gra-936	68	33	and	and	CCONJ
gra-936	68	34	nd	nd	ADJ
gra-936	68	35	whether	whether	SCONJ
gra-936	68	36	there	there	PRON
gra-936	68	37	is	be	VERB
gra-936	68	38	signicant	signicant	ADJ
gra-936	68	39	relation	relation	NOUN
gra-936	68	40	between	between	ADP
gra-936	68	41	cause	cause	NOUN
gra-936	68	42	and	and	CCONJ
gra-936	68	43	he	he	PRON
gra-936	68	44	effect	effect	VERB
gra-936	68	45	respectively	respectively	ADV
gra-936	68	46	assumption	assumption	NOUN
gra-936	68	47	:	:	PUNCT
gra-936	68	48	the	the	DET
gra-936	68	49	conclusion	conclusion	NOUN
gra-936	68	50	of	of	ADP
gra-936	68	51	the	the	DET
gra-936	68	52	research	research	NOUN
gra-936	68	53	has	have	AUX
gra-936	68	54	been	be	AUX
gra-936	68	55	made	make	VERB
gra-936	68	56	by	by	ADP
gra-936	68	57	interview	interview	NOUN
gra-936	68	58	over	over	ADP
gra-936	68	59	150	150	NUM
gra-936	68	60	clients	client	NOUN
gra-936	68	61	who	who	PRON
gra-936	68	62	has	have	VERB
gra-936	68	63	dmat	dmat	ADJ
gra-936	68	64	account	account	NOUN
gra-936	68	65	in	in	ADP
gra-936	68	66	icici	icici	NOUN
gra-936	68	67	with	with	ADP
gra-936	68	68	special	special	ADJ
gra-936	68	69	reference	reference	NOUN
gra-936	68	70	to	to	PART
gra-936	68	71	icici	icici	PROPN
gra-936	68	72	securities	securities	PROPN
gra-936	68	73	ltd	ltd	PROPN
gra-936	68	74	.	.	PUNCT
gra-936	69	1	the	the	DET
gra-936	69	2	majority	majority	NOUN
gra-936	69	3	of	of	ADP
gra-936	69	4	the	the	DET
gra-936	69	5	employees	employee	NOUN
gra-936	69	6	considered	consider	VERB
gra-936	69	7	in	in	ADP
gra-936	69	8	this	this	DET
gra-936	69	9	research	research	NOUN
gra-936	69	10	are	be	AUX
gra-936	69	11	inactive	inactive	ADJ
gra-936	69	12	traders	trader	NOUN
gra-936	69	13	and	and	CCONJ
gra-936	69	14	stopped	stop	VERB
gra-936	69	15	traders	trader	NOUN
gra-936	69	16	respectively	respectively	ADV
gra-936	69	17	.	.	PUNCT
gra-936	70	1	if	if	SCONJ
gra-936	70	2	the	the	DET
gra-936	70	3	client	client	NOUN
gra-936	70	4	faces	face	VERB
gra-936	70	5	any	any	DET
gra-936	70	6	problem	problem	NOUN
gra-936	70	7	,	,	PUNCT
gra-936	70	8	it	it	PRON
gra-936	70	9	will	will	AUX
gra-936	70	10	redirect	redirect	VERB
gra-936	70	11	to	to	ADP
gra-936	70	12	channel	channel	NOUN
gra-936	70	13	manager	manager	NOUN
gra-936	70	14	in	in	ADP
gra-936	70	15	the	the	DET
gra-936	70	16	organization	organization	NOUN
gra-936	70	17	and	and	CCONJ
gra-936	70	18	channel	channel	NOUN
gra-936	70	19	manager	manager	NOUN
gra-936	70	20	came	come	VERB
gra-936	70	21	up	up	ADP
gra-936	70	22	with	with	ADP
gra-936	70	23	feasible	feasible	ADJ
gra-936	70	24	solution	solution	NOUN
gra-936	70	25	.	.	PUNCT
gra-936	71	1	limitation	limitation	NOUN
gra-936	71	2	:	:	PUNCT
gra-936	71	3	the	the	DET
gra-936	71	4	study	study	NOUN
gra-936	71	5	has	have	AUX
gra-936	71	6	been	be	AUX
gra-936	71	7	made	make	VERB
gra-936	71	8	on	on	ADP
gra-936	71	9	active	active	ADJ
gra-936	71	10	customers	customer	NOUN
gra-936	71	11	,	,	PUNCT
gra-936	71	12	inactive	inactive	ADJ
gra-936	71	13	customer	customer	NOUN
gra-936	71	14	and	and	CCONJ
gra-936	71	15	stopped	stop	VERB
gra-936	71	16	trader	trader	NOUN
gra-936	71	17	respectively	respectively	ADV
gra-936	71	18	.	.	PUNCT
gra-936	72	1	the	the	DET
gra-936	72	2	limitation	limitation	NOUN
gra-936	72	3	of	of	ADP
gra-936	72	4	the	the	DET
gra-936	72	5	study	study	NOUN
gra-936	72	6	was	be	AUX
gra-936	72	7	the	the	DET
gra-936	72	8	data	datum	NOUN
gra-936	72	9	provided	provide	VERB
gra-936	72	10	by	by	ADP
gra-936	72	11	the	the	DET
gra-936	72	12	icici	icici	PROPN
gra-936	72	13	securities	security	NOUN
gra-936	72	14	was	be	AUX
gra-936	72	15	limited	limit	VERB
gra-936	72	16	to	to	ADP
gra-936	72	17	400	400	NUM
gra-936	72	18	and	and	CCONJ
gra-936	72	19	they	they	PRON
gra-936	72	20	have	have	AUX
gra-936	72	21	not	not	PART
gra-936	72	22	provided	provide	VERB
gra-936	72	23	data	datum	NOUN
gra-936	72	24	of	of	ADP
gra-936	72	25	active	active	ADJ
gra-936	72	26	customers	customer	NOUN
gra-936	72	27	.	.	PUNCT
gra-936	73	1	analysis	analysis	NOUN
gra-936	73	2	and	and	CCONJ
gra-936	73	3	interpretation	interpretation	NOUN
gra-936	73	4	:	:	PUNCT
gra-936	73	5	table.1	table.1	VERB
gra-936	73	6	interpretation	interpretation	NOUN
gra-936	73	7	:	:	PUNCT
gra-936	73	8	the	the	DET
gra-936	73	9	above	above	ADJ
gra-936	73	10	table	table	NOUN
gra-936	73	11	shows	show	VERB
gra-936	73	12	that	that	SCONJ
gra-936	73	13	about	about	ADV
gra-936	73	14	40	40	NUM
gra-936	73	15	%	%	NOUN
gra-936	73	16	of	of	ADP
gra-936	73	17	the	the	DET
gra-936	73	18	clients	client	NOUN
gra-936	73	19	are	be	AUX
gra-936	73	20	investing	invest	VERB
gra-936	73	21	in	in	ADP
gra-936	73	22	equity	equity	NOUN
gra-936	73	23	market	market	NOUN
gra-936	73	24	.	.	PUNCT
gra-936	74	1	from	from	ADP
gra-936	74	2	150	150	NUM
gra-936	74	3	clients	client	NOUN
gra-936	74	4	about	about	ADP
gra-936	74	5	40	40	NUM
gra-936	74	6	clients	client	NOUN
gra-936	74	7	are	be	AUX
gra-936	74	8	investing	invest	VERB
gra-936	74	9	in	in	ADP
gra-936	74	10	equity	equity	NOUN
gra-936	74	11	market	market	NOUN
gra-936	74	12	.	.	PUNCT
gra-936	75	1	figure	figure	NOUN
gra-936	75	2	:	:	PUNCT
gra-936	75	3	1	1	NUM
gra-936	75	4	interpretation	interpretation	NOUN
gra-936	75	5	:	:	PUNCT
gra-936	75	6	the	the	DET
gra-936	75	7	above	above	ADJ
gra-936	75	8	table	table	NOUN
gra-936	75	9	shows	show	VERB
gra-936	75	10	that	that	SCONJ
gra-936	75	11	about	about	ADV
gra-936	75	12	31	31	NUM
gra-936	75	13	%	%	NOUN
gra-936	75	14	of	of	ADP
gra-936	75	15	the	the	DET
gra-936	75	16	clients	client	NOUN
gra-936	75	17	agree	agree	VERB
gra-936	75	18	that	that	SCONJ
gra-936	75	19	external	external	ADJ
gra-936	75	20	factor	factor	NOUN
gra-936	75	21	is	be	AUX
gra-936	75	22	the	the	DET
gra-936	75	23	reason	reason	NOUN
gra-936	75	24	for	for	ADP
gra-936	75	25	stopped	stop	VERB
gra-936	75	26	trading	trading	NOUN
gra-936	75	27	and	and	CCONJ
gra-936	75	28	9	9	NUM
gra-936	75	29	%	%	NOUN
gra-936	75	30	of	of	ADP
gra-936	75	31	the	the	DET
gra-936	75	32	clients	client	NOUN
gra-936	75	33	disagree	disagree	VERB
gra-936	75	34	to	to	ADP
gra-936	75	35	this	this	DET
gra-936	75	36	factor	factor	NOUN
gra-936	75	37	respectively	respectively	ADV
gra-936	75	38	.	.	PUNCT
gra-936	76	1	figure	figure	NOUN
gra-936	76	2	:	:	PUNCT
gra-936	76	3	2	2	NUM
gra-936	76	4	interpretation	interpretation	NOUN
gra-936	76	5	:	:	PUNCT
gra-936	76	6	the	the	DET
gra-936	76	7	above	above	ADJ
gra-936	76	8	table	table	NOUN
gra-936	76	9	shows	show	VERB
gra-936	76	10	that	that	SCONJ
gra-936	76	11	about	about	ADV
gra-936	76	12	27	27	NUM
gra-936	76	13	%	%	NOUN
gra-936	76	14	of	of	ADP
gra-936	76	15	the	the	DET
gra-936	76	16	clients	client	NOUN
gra-936	76	17	agree	agree	VERB
gra-936	76	18	that	that	SCONJ
gra-936	76	19	external	external	ADJ
gra-936	76	20	factor	factor	NOUN
gra-936	76	21	is	be	AUX
gra-936	76	22	the	the	DET
gra-936	76	23	reason	reason	NOUN
gra-936	76	24	for	for	ADP
gra-936	76	25	stopped	stop	VERB
gra-936	76	26	trading	trading	NOUN
gra-936	76	27	,	,	PUNCT
gra-936	76	28	6	6	NUM
gra-936	76	29	%	%	NOUN
gra-936	76	30	of	of	ADP
gra-936	76	31	the	the	DET
gra-936	76	32	clients	client	NOUN
gra-936	76	33	disagree	disagree	VERB
gra-936	76	34	to	to	ADP
gra-936	76	35	this	this	DET
gra-936	76	36	factor	factor	NOUN
gra-936	76	37	and	and	CCONJ
gra-936	76	38	7	7	NUM
gra-936	76	39	%	%	NOUN
gra-936	76	40	of	of	ADP
gra-936	76	41	the	the	DET
gra-936	76	42	clients	client	NOUN
gra-936	76	43	strongly	strongly	ADV
gra-936	76	44	agree	agree	VERB
gra-936	76	45	to	to	ADP
gra-936	76	46	this	this	DET
gra-936	76	47	factor	factor	NOUN
gra-936	76	48	respectively	respectively	ADV
gra-936	76	49	.	.	PUNCT
gra-936	77	1	figure	figure	NOUN
gra-936	77	2	:	:	PUNCT
gra-936	77	3	3	3	NUM
gra-936	77	4	volume-8	volume-8	NUM
gra-936	77	5	,	,	PUNCT
gra-936	77	6	issue-12	issue-12	NOUN
gra-936	77	7	,	,	PUNCT
gra-936	77	8	december-2019	december-2019	ADJ
gra-936	77	9	•	•	NUM
gra-936	77	10	print	print	NOUN
gra-936	77	11	issn	issn	PROPN
gra-936	77	12	no	no	NOUN
gra-936	77	13	.	.	PROPN
gra-936	77	14	2277	2277	NUM
gra-936	77	15	8160	8160	NUM
gra-936	77	16	•	•	NOUN
gra-936	77	17	doi	doi	NOUN
gra-936	77	18	:	:	PUNCT
gra-936	77	19	10.36106	10.36106	NUM
gra-936	77	20	/	/	SYM
gra-936	77	21	gjra	gjra	NOUN
gra-936	77	22	frequency	frequency	NOUN
gra-936	77	23	percent	percent	NOUN
gra-936	77	24	valid	valid	ADJ
gra-936	77	25	percent	percent	NOUN
gra-936	77	26	cumulative	cumulative	ADJ
gra-936	77	27	percent	percent	NOUN
gra-936	77	28	valid	valid	ADJ
gra-936	78	1	yes	yes	INTJ
gra-936	78	2	40	40	NUM
gra-936	78	3	100.0	100.0	NUM
gra-936	78	4	100.0	100.0	NUM
gra-936	78	5	100.0	100.0	NUM
gra-936	78	6	interpretation	interpretation	NOUN
gra-936	78	7	:	:	PUNCT
gra-936	78	8	the	the	DET
gra-936	78	9	above	above	ADJ
gra-936	78	10	table	table	NOUN
gra-936	78	11	shows	show	VERB
gra-936	78	12	that	that	SCONJ
gra-936	78	13	about	about	ADV
gra-936	78	14	29	29	NUM
gra-936	78	15	%	%	NOUN
gra-936	78	16	of	of	ADP
gra-936	78	17	the	the	DET
gra-936	78	18	clients	client	NOUN
gra-936	78	19	agree	agree	VERB
gra-936	78	20	that	that	SCONJ
gra-936	78	21	loss	loss	NOUN
gra-936	78	22	is	be	AUX
gra-936	78	23	the	the	DET
gra-936	78	24	internal	internal	ADJ
gra-936	78	25	factor	factor	NOUN
gra-936	78	26	which	which	PRON
gra-936	78	27	is	be	AUX
gra-936	78	28	the	the	DET
gra-936	78	29	reason	reason	NOUN
gra-936	78	30	for	for	ADP
gra-936	78	31	stopped	stop	VERB
gra-936	78	32	trading	trading	NOUN
gra-936	78	33	,	,	PUNCT
gra-936	78	34	5	5	NUM
gra-936	78	35	%	%	NOUN
gra-936	78	36	of	of	ADP
gra-936	78	37	the	the	DET
gra-936	78	38	clients	client	NOUN
gra-936	78	39	disagree	disagree	VERB
gra-936	78	40	to	to	ADP
gra-936	78	41	this	this	DET
gra-936	78	42	factor	factor	NOUN
gra-936	78	43	and	and	CCONJ
gra-936	78	44	6	6	NUM
gra-936	78	45	%	%	NOUN
gra-936	78	46	of	of	ADP
gra-936	78	47	the	the	DET
gra-936	78	48	clients	client	NOUN
gra-936	78	49	strongly	strongly	ADV
gra-936	78	50	agree	agree	VERB
gra-936	78	51	to	to	ADP
gra-936	78	52	this	this	DET
gra-936	78	53	factor	factor	NOUN
gra-936	78	54	respectively	respectively	ADV
gra-936	78	55	.	.	PUNCT
gra-936	79	1	figure	figure	NOUN
gra-936	79	2	:	:	PUNCT
gra-936	79	3	5	5	NUM
gra-936	79	4	interpretation	interpretation	NOUN
gra-936	79	5	:	:	PUNCT
gra-936	79	6	the	the	DET
gra-936	79	7	above	above	ADJ
gra-936	79	8	table	table	NOUN
gra-936	79	9	shows	show	VERB
gra-936	79	10	that	that	SCONJ
gra-936	79	11	about	about	ADV
gra-936	79	12	9	9	NUM
gra-936	79	13	%	%	NOUN
gra-936	79	14	of	of	ADP
gra-936	79	15	the	the	DET
gra-936	79	16	clients	client	NOUN
gra-936	79	17	agree	agree	VERB
gra-936	79	18	that	that	SCONJ
gra-936	79	19	service	service	NOUN
gra-936	79	20	is	be	AUX
gra-936	79	21	the	the	DET
gra-936	79	22	internal	internal	ADJ
gra-936	79	23	factor	factor	NOUN
gra-936	79	24	which	which	PRON
gra-936	79	25	is	be	AUX
gra-936	79	26	the	the	DET
gra-936	79	27	reason	reason	NOUN
gra-936	79	28	for	for	ADP
gra-936	79	29	stopped	stop	VERB
gra-936	79	30	trading	trading	NOUN
gra-936	79	31	,	,	PUNCT
gra-936	79	32	31	31	NUM
gra-936	79	33	%	%	NOUN
gra-936	79	34	of	of	ADP
gra-936	79	35	the	the	DET
gra-936	79	36	clients	client	NOUN
gra-936	79	37	disagree	disagree	VERB
gra-936	79	38	to	to	ADP
gra-936	79	39	this	this	DET
gra-936	79	40	factor	factor	NOUN
gra-936	79	41	respectively	respectively	ADV
gra-936	79	42	.	.	PUNCT
gra-936	80	1	figure	figure	NOUN
gra-936	80	2	:	:	PUNCT
gra-936	80	3	6	6	NUM
gra-936	80	4	interpretation	interpretation	NOUN
gra-936	80	5	:	:	PUNCT
gra-936	80	6	the	the	DET
gra-936	80	7	above	above	ADJ
gra-936	80	8	table	table	NOUN
gra-936	80	9	shows	show	VERB
gra-936	80	10	that	that	SCONJ
gra-936	80	11	about	about	ADV
gra-936	80	12	23	23	NUM
gra-936	80	13	%	%	NOUN
gra-936	80	14	of	of	ADP
gra-936	80	15	the	the	DET
gra-936	80	16	clients	client	NOUN
gra-936	80	17	agree	agree	VERB
gra-936	80	18	that	that	SCONJ
gra-936	80	19	ination	ination	NOUN
gra-936	80	20	is	be	AUX
gra-936	80	21	the	the	DET
gra-936	80	22	external	external	ADJ
gra-936	80	23	factor	factor	NOUN
gra-936	80	24	which	which	PRON
gra-936	80	25	is	be	AUX
gra-936	80	26	the	the	DET
gra-936	80	27	reason	reason	NOUN
gra-936	80	28	for	for	ADP
gra-936	80	29	stopped	stop	VERB
gra-936	80	30	trading	trading	NOUN
gra-936	80	31	,	,	PUNCT
gra-936	80	32	16	16	NUM
gra-936	80	33	%	%	NOUN
gra-936	80	34	of	of	ADP
gra-936	80	35	the	the	DET
gra-936	80	36	clients	client	NOUN
gra-936	80	37	disagree	disagree	VERB
gra-936	80	38	to	to	ADP
gra-936	80	39	this	this	DET
gra-936	80	40	factor	factor	NOUN
gra-936	80	41	respectively	respectively	ADV
gra-936	80	42	.	.	PUNCT
gra-936	81	1	figure	figure	NOUN
gra-936	81	2	:	:	PUNCT
gra-936	81	3	7	7	NUM
gra-936	81	4	interpretation	interpretation	NOUN
gra-936	81	5	:	:	PUNCT
gra-936	81	6	the	the	DET
gra-936	81	7	above	above	ADJ
gra-936	81	8	table	table	NOUN
gra-936	81	9	shows	show	VERB
gra-936	81	10	that	that	SCONJ
gra-936	81	11	about	about	ADV
gra-936	81	12	11	11	NUM
gra-936	81	13	%	%	NOUN
gra-936	81	14	of	of	ADP
gra-936	81	15	the	the	DET
gra-936	81	16	clients	client	NOUN
gra-936	81	17	agree	agree	VERB
gra-936	81	18	that	that	SCONJ
gra-936	81	19	volatility	volatility	NOUN
gra-936	81	20	is	be	AUX
gra-936	81	21	the	the	DET
gra-936	81	22	external	external	ADJ
gra-936	81	23	factor	factor	NOUN
gra-936	81	24	which	which	PRON
gra-936	81	25	is	be	AUX
gra-936	81	26	the	the	DET
gra-936	81	27	reason	reason	NOUN
gra-936	81	28	for	for	ADP
gra-936	81	29	stopped	stop	VERB
gra-936	81	30	trading	trading	NOUN
gra-936	81	31	,	,	PUNCT
gra-936	81	32	25	25	NUM
gra-936	81	33	%	%	NOUN
gra-936	81	34	of	of	ADP
gra-936	81	35	the	the	DET
gra-936	81	36	clients	client	NOUN
gra-936	81	37	disagree	disagree	VERB
gra-936	81	38	to	to	ADP
gra-936	81	39	this	this	DET
gra-936	81	40	factor	factor	NOUN
gra-936	81	41	and	and	CCONJ
gra-936	81	42	3	3	NUM
gra-936	81	43	%	%	NOUN
gra-936	81	44	of	of	ADP
gra-936	81	45	the	the	DET
gra-936	81	46	clients	client	NOUN
gra-936	81	47	strongly	strongly	ADV
gra-936	81	48	agree	agree	VERB
gra-936	81	49	to	to	ADP
gra-936	81	50	this	this	DET
gra-936	81	51	factor	factor	NOUN
gra-936	81	52	respectively	respectively	ADV
gra-936	81	53	.	.	PUNCT
gra-936	82	1	figure	figure	NOUN
gra-936	82	2	:	:	PUNCT
gra-936	82	3	8	8	NUM
gra-936	82	4	interpretation	interpretation	NOUN
gra-936	82	5	:	:	PUNCT
gra-936	82	6	the	the	DET
gra-936	82	7	above	above	ADJ
gra-936	82	8	graph	graph	NOUN
gra-936	82	9	shows	show	VERB
gra-936	82	10	that	that	SCONJ
gra-936	82	11	about	about	ADV
gra-936	82	12	16	16	NUM
gra-936	82	13	%	%	NOUN
gra-936	82	14	of	of	ADP
gra-936	82	15	the	the	DET
gra-936	82	16	client	client	NOUN
gra-936	82	17	wants	want	VERB
gra-936	82	18	nancial	nancial	ADJ
gra-936	82	19	guidance	guidance	NOUN
gra-936	82	20	have	have	VERB
gra-936	82	21	to	to	PART
gra-936	82	22	be	be	AUX
gra-936	82	23	provided	provide	VERB
gra-936	82	24	,	,	PUNCT
gra-936	82	25	15	15	NUM
gra-936	82	26	%	%	NOUN
gra-936	82	27	of	of	ADP
gra-936	82	28	the	the	DET
gra-936	82	29	client	client	NOUN
gra-936	82	30	wants	want	VERB
gra-936	82	31	to	to	PART
gra-936	82	32	reduce	reduce	VERB
gra-936	82	33	the	the	DET
gra-936	82	34	brokerage	brokerage	NOUN
gra-936	82	35	cost	cost	NOUN
gra-936	82	36	,	,	PUNCT
gra-936	82	37	4	4	NUM
gra-936	82	38	%	%	NOUN
gra-936	82	39	of	of	ADP
gra-936	82	40	the	the	DET
gra-936	82	41	clients	client	NOUN
gra-936	82	42	want	want	VERB
gra-936	82	43	service	service	NOUN
gra-936	82	44	to	to	PART
gra-936	82	45	be	be	AUX
gra-936	82	46	improved	improve	VERB
gra-936	82	47	and	and	CCONJ
gra-936	82	48	5	5	NUM
gra-936	82	49	%	%	NOUN
gra-936	82	50	of	of	ADP
gra-936	82	51	the	the	DET
gra-936	82	52	client	client	NOUN
gra-936	82	53	wants	want	VERB
gra-936	82	54	recommendation	recommendation	NOUN
gra-936	82	55	of	of	ADP
gra-936	82	56	companies	company	NOUN
gra-936	82	57	respectively	respectively	ADV
gra-936	82	58	.	.	PUNCT
gra-936	83	1	figure	figure	NOUN
gra-936	83	2	:	:	PUNCT
gra-936	83	3	9	9	NUM
gra-936	83	4	interpretation	interpretation	NOUN
gra-936	83	5	:	:	PUNCT
gra-936	83	6	from	from	ADP
gra-936	83	7	the	the	DET
gra-936	83	8	above	above	ADJ
gra-936	83	9	table	table	NOUN
gra-936	83	10	shows	show	VERB
gra-936	83	11	that	that	SCONJ
gra-936	83	12	35	35	NUM
gra-936	83	13	%	%	NOUN
gra-936	83	14	of	of	ADP
gra-936	83	15	the	the	DET
gra-936	83	16	clients	client	NOUN
gra-936	83	17	agree	agree	VERB
gra-936	83	18	that	that	SCONJ
gra-936	83	19	brokerage	brokerage	NOUN
gra-936	83	20	cost	cost	NOUN
gra-936	83	21	were	be	AUX
gra-936	83	22	reason	reason	NOUN
gra-936	83	23	for	for	ADP
gra-936	83	24	not	not	PART
gra-936	83	25	started	start	VERB
gra-936	83	26	trading	trading	NOUN
gra-936	83	27	and	and	CCONJ
gra-936	83	28	155	155	NUM
gra-936	83	29	of	of	ADP
gra-936	83	30	the	the	DET
gra-936	83	31	clients	client	NOUN
gra-936	83	32	disagree	disagree	VERB
gra-936	83	33	that	that	SCONJ
gra-936	83	34	brokerage	brokerage	NOUN
gra-936	83	35	cost	cost	NOUN
gra-936	83	36	is	be	AUX
gra-936	83	37	not	not	PART
gra-936	83	38	the	the	DET
gra-936	83	39	reason	reason	NOUN
gra-936	83	40	for	for	ADP
gra-936	83	41	start	start	NOUN
gra-936	83	42	trading	trading	NOUN
gra-936	83	43	.	.	PUNCT
gra-936	84	1	figure	figure	NOUN
gra-936	84	2	:	:	PUNCT
gra-936	84	3	10	10	NUM
gra-936	84	4	interpretation	interpretation	NOUN
gra-936	84	5	:	:	PUNCT
gra-936	84	6	from	from	ADP
gra-936	84	7	the	the	DET
gra-936	84	8	above	above	ADJ
gra-936	84	9	table	table	NOUN
gra-936	84	10	shows	show	VERB
gra-936	84	11	that	that	SCONJ
gra-936	84	12	25	25	NUM
gra-936	84	13	%	%	NOUN
gra-936	84	14	of	of	ADP
gra-936	84	15	the	the	DET
gra-936	84	16	clients	client	NOUN
gra-936	84	17	agree	agree	VERB
gra-936	84	18	that	that	SCONJ
gra-936	84	19	nancial	nancial	ADJ
gra-936	84	20	status	status	NOUN
gra-936	84	21	were	be	AUX
gra-936	84	22	not	not	PART
gra-936	84	23	good	good	ADJ
gra-936	84	24	and	and	CCONJ
gra-936	84	25	about	about	ADV
gra-936	84	26	35	35	NUM
gra-936	84	27	%	%	NOUN
gra-936	84	28	of	of	ADP
gra-936	84	29	the	the	DET
gra-936	84	30	clients	client	NOUN
gra-936	84	31	disagree	disagree	VERB
gra-936	84	32	with	with	ADP
gra-936	84	33	this	this	DET
gra-936	84	34	reason	reason	NOUN
gra-936	84	35	.	.	PUNCT
gra-936	85	1	about	about	ADV
gra-936	85	2	5	5	NUM
gra-936	85	3	%	%	NOUN
gra-936	85	4	of	of	ADP
gra-936	85	5	the	the	DET
gra-936	85	6	clients	client	NOUN
gra-936	85	7	strongly	strongly	ADV
gra-936	85	8	agrees	agree	VERB
gra-936	85	9	with	with	ADP
gra-936	85	10	this	this	DET
gra-936	85	11	factor	factor	NOUN
gra-936	85	12	.	.	PUNCT
gra-936	86	1	figure	figure	NOUN
gra-936	86	2	:	:	PUNCT
gra-936	86	3	11	11	NUM
gra-936	86	4	interpretation	interpretation	NOUN
gra-936	86	5	:	:	PUNCT
gra-936	86	6	from	from	ADP
gra-936	86	7	the	the	DET
gra-936	86	8	above	above	ADJ
gra-936	86	9	graph	graph	NOUN
gra-936	86	10	shows	show	VERB
gra-936	86	11	that	that	SCONJ
gra-936	86	12	45	45	NUM
gra-936	86	13	%	%	NOUN
gra-936	86	14	of	of	ADP
gra-936	86	15	the	the	DET
gra-936	86	16	clients	client	NOUN
gra-936	86	17	agrees	agree	VERB
gra-936	86	18	that	that	SCONJ
gra-936	86	19	they	they	PRON
gra-936	86	20	want	want	VERB
gra-936	86	21	nancial	nancial	ADJ
gra-936	86	22	guidance	guidance	NOUN
gra-936	86	23	to	to	PART
gra-936	86	24	start	start	VERB
gra-936	86	25	their	their	PRON
gra-936	86	26	trading	trading	NOUN
gra-936	86	27	and	and	CCONJ
gra-936	86	28	15	15	NUM
gra-936	86	29	%	%	NOUN
gra-936	86	30	of	of	ADP
gra-936	86	31	the	the	DET
gra-936	86	32	clients	client	NOUN
gra-936	86	33	strongly	strongly	ADV
gra-936	86	34	agree	agree	VERB
gra-936	86	35	to	to	ADP
gra-936	86	36	this	this	DET
gra-936	86	37	factor	factor	NOUN
gra-936	86	38	respectively	respectively	ADV
gra-936	86	39	figure	figure	NOUN
gra-936	86	40	:	:	PUNCT
gra-936	86	41	12	12	NUM
gra-936	86	42	x	x	SYM
gra-936	86	43	133gjra	133gjra	PROPN
gra-936	86	44	global	global	ADJ
gra-936	86	45	journal	journal	NOUN
gra-936	86	46	for	for	ADP
gra-936	86	47	research	research	NOUN
gra-936	86	48	analysis	analysis	NOUN
gra-936	86	49	volume-8	volume-8	NUM
gra-936	86	50	,	,	PUNCT
gra-936	86	51	issue-12	issue-12	NOUN
gra-936	86	52	,	,	PUNCT
gra-936	86	53	december-2019	december-2019	ADJ
gra-936	86	54	•	•	NUM
gra-936	86	55	print	print	NOUN
gra-936	86	56	issn	issn	PROPN
gra-936	86	57	no	no	NOUN
gra-936	86	58	.	.	PROPN
gra-936	86	59	2277	2277	NUM
gra-936	86	60	8160	8160	NUM
gra-936	86	61	•	•	NOUN
gra-936	86	62	doi	doi	NOUN
gra-936	86	63	:	:	PUNCT
gra-936	86	64	10.36106	10.36106	NUM
gra-936	86	65	/	/	SYM
gra-936	86	66	gjra	gjra	NOUN
gra-936	86	67	volume-8	volume-8	NUM
gra-936	86	68	,	,	PUNCT
gra-936	86	69	issue-12	issue-12	NOUN
gra-936	86	70	,	,	PUNCT
gra-936	86	71	december-2019	december-2019	ADJ
gra-936	86	72	•	•	NUM
gra-936	86	73	print	print	NOUN
gra-936	86	74	issn	issn	PROPN
gra-936	86	75	no	no	NOUN
gra-936	86	76	.	.	PROPN
gra-936	86	77	2277	2277	NUM
gra-936	86	78	8160	8160	NUM
gra-936	86	79	•	•	NOUN
gra-936	86	80	doi	doi	NOUN
gra-936	86	81	:	:	PUNCT
gra-936	86	82	10.36106	10.36106	NUM
gra-936	86	83	/	/	SYM
gra-936	86	84	gjra	gjra	NOUN
gra-936	86	85	interpretation	interpretation	NOUN
gra-936	86	86	:	:	PUNCT
gra-936	86	87	from	from	ADP
gra-936	86	88	the	the	DET
gra-936	86	89	above	above	ADJ
gra-936	86	90	table	table	NOUN
gra-936	86	91	shows	show	VERB
gra-936	86	92	that	that	SCONJ
gra-936	86	93	most	most	ADJ
gra-936	86	94	of	of	ADP
gra-936	86	95	the	the	DET
gra-936	86	96	client	client	NOUN
gra-936	86	97	wants	want	VERB
gra-936	86	98	nancial	nancial	ADJ
gra-936	86	99	advice	advice	NOUN
gra-936	86	100	to	to	PART
gra-936	86	101	start	start	VERB
gra-936	86	102	their	their	PRON
gra-936	86	103	trading	trading	NOUN
gra-936	86	104	about	about	ADV
gra-936	86	105	32	32	NUM
gra-936	86	106	%	%	NOUN
gra-936	86	107	of	of	ADP
gra-936	86	108	the	the	DET
gra-936	86	109	clients	client	NOUN
gra-936	86	110	wants	want	VERB
gra-936	86	111	nancial	nancial	ADJ
gra-936	86	112	advice	advice	NOUN
gra-936	86	113	and	and	CCONJ
gra-936	86	114	28	28	NUM
gra-936	86	115	%	%	NOUN
gra-936	86	116	of	of	ADP
gra-936	86	117	the	the	DET
gra-936	86	118	clients	client	NOUN
gra-936	86	119	want	want	VERB
gra-936	86	120	to	to	PART
gra-936	86	121	reduce	reduce	VERB
gra-936	86	122	the	the	DET
gra-936	86	123	brokerage	brokerage	NOUN
gra-936	86	124	cost	cost	NOUN
gra-936	86	125	and	and	CCONJ
gra-936	86	126	5	5	NUM
gra-936	86	127	%	%	NOUN
gra-936	86	128	of	of	ADP
gra-936	86	129	the	the	DET
gra-936	86	130	people	people	NOUN
gra-936	86	131	want	want	VERB
gra-936	86	132	service	service	NOUN
gra-936	86	133	to	to	PART
gra-936	86	134	be	be	AUX
gra-936	86	135	improvemodelrr	improvemodelrr	VERB
gra-936	86	136	squareadjusted	squareadjuste	VERB
gra-936	86	137	r	r	NOUN
gra-936	86	138	squarestd	squarestd	NOUN
gra-936	86	139	.	.	PUNCT
gra-936	87	1	error	error	NOUN
gra-936	87	2	of	of	ADP
gra-936	87	3	the	the	DET
gra-936	87	4	estimate1.392a.154.057.374	estimate1.392a.154.057.374	NOUN
gra-936	87	5	stopped	stop	VERB
gra-936	87	6	traders	trader	NOUN
gra-936	87	7	:	:	PUNCT
gra-936	87	8	table	table	NOUN
gra-936	87	9	2	2	NUM
gra-936	87	10	the	the	DET
gra-936	87	11	r	r	NOUN
gra-936	87	12	squared	square	VERB
gra-936	87	13	statistics	statistic	NOUN
gra-936	87	14	provided	provide	VERB
gra-936	87	15	that	that	SCONJ
gra-936	87	16	how	how	SCONJ
gra-936	87	17	model	model	NOUN
gra-936	87	18	tting	tte	VERB
gra-936	87	19	the	the	DET
gra-936	87	20	actual	actual	ADJ
gra-936	87	21	data	datum	NOUN
gra-936	87	22	.	.	PUNCT
gra-936	88	1	the	the	DET
gra-936	88	2	value	value	NOUN
gra-936	88	3	should	should	AUX
gra-936	88	4	be	be	AUX
gra-936	88	5	lies	lie	NOUN
gra-936	88	6	between	between	ADP
gra-936	88	7	0	0	NUM
gra-936	88	8	and	and	CCONJ
gra-936	88	9	1.here	1.here	NUM
gra-936	88	10	the	the	DET
gra-936	88	11	r	r	NOUN
gra-936	88	12	square	square	NOUN
gra-936	88	13	is	be	AUX
gra-936	88	14	lies	lie	NOUN
gra-936	88	15	in	in	ADP
gra-936	88	16	0.154	0.154	NUM
gra-936	88	17	,	,	PUNCT
gra-936	88	18	where	where	SCONJ
gra-936	88	19	the	the	DET
gra-936	88	20	r	r	NOUN
gra-936	88	21	square	square	NOUN
gra-936	88	22	represent	represent	VERB
gra-936	88	23	how	how	SCONJ
gra-936	88	24	predicted	predict	VERB
gra-936	88	25	variable	variable	NOUN
gra-936	88	26	is	be	AUX
gra-936	88	27	relationship	relationship	NOUN
gra-936	88	28	to	to	PART
gra-936	88	29	target	target	VERB
gra-936	88	30	variable	variable	ADJ
gra-936	88	31	.	.	PUNCT
gra-936	89	1	table	table	NOUN
gra-936	89	2	3	3	NUM
gra-936	89	3	null	null	ADJ
gra-936	89	4	hypothesis	hypothesis	NOUN
gra-936	89	5	(	(	PUNCT
gra-936	89	6	ho	ho	INTJ
gra-936	89	7	):	):	PUNCT
gra-936	89	8	the	the	DET
gra-936	89	9	independent	independent	ADJ
gra-936	89	10	variable	variable	NOUN
gra-936	89	11	(	(	PUNCT
gra-936	89	12	loss	loss	NOUN
gra-936	89	13	,	,	PUNCT
gra-936	89	14	service	service	NOUN
gra-936	89	15	,	,	PUNCT
gra-936	89	16	brokerage	brokerage	NOUN
gra-936	89	17	and	and	CCONJ
gra-936	89	18	volatility	volatility	NOUN
gra-936	89	19	)	)	PUNCT
gra-936	89	20	have	have	VERB
gra-936	89	21	impact	impact	NOUN
gra-936	89	22	on	on	ADP
gra-936	89	23	equity	equity	NOUN
gra-936	89	24	investors	investor	NOUN
gra-936	89	25	.	.	PUNCT
gra-936	90	1	alternate	alternate	ADJ
gra-936	90	2	hypothesis	hypothesis	NOUN
gra-936	90	3	(	(	PUNCT
gra-936	90	4	h1	h1	PROPN
gra-936	90	5	):	):	PUNCT
gra-936	90	6	the	the	DET
gra-936	90	7	independent	independent	ADJ
gra-936	90	8	variable	variable	NOUN
gra-936	90	9	(	(	PUNCT
gra-936	90	10	loss	loss	NOUN
gra-936	90	11	,	,	PUNCT
gra-936	90	12	service	service	NOUN
gra-936	90	13	,	,	PUNCT
gra-936	90	14	brokerage	brokerage	NOUN
gra-936	90	15	and	and	CCONJ
gra-936	90	16	volatility	volatility	NOUN
gra-936	90	17	)	)	PUNCT
gra-936	90	18	have	have	VERB
gra-936	90	19	no	no	DET
gra-936	90	20	impact	impact	NOUN
gra-936	90	21	on	on	ADP
gra-936	90	22	equity	equity	NOUN
gra-936	90	23	investors	investor	NOUN
gra-936	90	24	.	.	PUNCT
gra-936	91	1	signicance	signicance	NOUN
gra-936	91	2	level=	level=	PROPN
gra-936	91	3	0.00	0.00	NUM
gra-936	91	4	calculated	calculate	VERB
gra-936	91	5	value	value	NOUN
gra-936	91	6	<	<	X
gra-936	91	7	table	table	NOUN
gra-936	91	8	value	value	NOUN
gra-936	91	9	0.00<0.05	0.00<0.05	NOUN
gra-936	91	10	hence	hence	ADV
gra-936	91	11	,	,	PUNCT
gra-936	91	12	the	the	DET
gra-936	91	13	null	null	ADJ
gra-936	91	14	hypothesis	hypothesis	NOUN
gra-936	91	15	[	[	X
gra-936	91	16	ho	ho	X
gra-936	91	17	]	]	X
gra-936	91	18	is	be	AUX
gra-936	91	19	accepted	accept	VERB
gra-936	91	20	conclusion	conclusion	NOUN
gra-936	91	21	:	:	PUNCT
gra-936	91	22	in	in	ADP
gra-936	91	23	the	the	DET
gra-936	91	24	output	output	NOUN
gra-936	91	25	above	above	ADV
gra-936	91	26	,	,	PUNCT
gra-936	91	27	loss	loss	NOUN
gra-936	91	28	variable	variable	NOUN
gra-936	91	29	is	be	AUX
gra-936	91	30	signicant	signicant	ADJ
gra-936	91	31	because	because	SCONJ
gra-936	91	32	of	of	ADP
gra-936	91	33	their	their	PRON
gra-936	91	34	p	p	NOUN
gra-936	91	35	value	value	NOUN
gra-936	91	36	is	be	AUX
gra-936	91	37	.000	.000	NUM
gra-936	91	38	which	which	PRON
gra-936	91	39	is	be	AUX
gra-936	91	40	less	less	ADJ
gra-936	91	41	than	than	ADP
gra-936	91	42	0.05	0.05	NUM
gra-936	91	43	,	,	PUNCT
gra-936	91	44	whereas	whereas	SCONJ
gra-936	91	45	the	the	DET
gra-936	91	46	signicant	signicant	ADJ
gra-936	91	47	value	value	NOUN
gra-936	91	48	of	of	ADP
gra-936	91	49	brokerage	brokerage	NOUN
gra-936	91	50	,	,	PUNCT
gra-936	91	51	service	service	NOUN
gra-936	91	52	and	and	CCONJ
gra-936	91	53	volatility	volatility	NOUN
gra-936	91	54	was	be	AUX
gra-936	91	55	.052	.052	NUM
gra-936	91	56	,	,	PUNCT
gra-936	91	57	.840	.840	NUM
gra-936	91	58	and.456	and.456	NOUN
gra-936	91	59	which	which	PRON
gra-936	91	60	is	be	AUX
gra-936	91	61	>	>	X
gra-936	91	62	0.05	0.05	NUM
gra-936	91	63	,	,	PUNCT
gra-936	91	64	hence	hence	ADV
gra-936	91	65	reject	reject	VERB
gra-936	91	66	null	null	ADJ
gra-936	91	67	hypothesis	hypothesis	NOUN
gra-936	91	68	.	.	PUNCT
gra-936	92	1	ÿ	ÿ	PROPN
gra-936	92	2	the	the	DET
gra-936	92	3	above	above	ADJ
gra-936	92	4	table	table	NOUN
gra-936	92	5	shows	show	VERB
gra-936	92	6	that	that	SCONJ
gra-936	92	7	investors	investor	NOUN
gra-936	92	8	have	have	VERB
gra-936	92	9	impact	impact	NOUN
gra-936	92	10	on	on	ADP
gra-936	92	11	loss	loss	NOUN
gra-936	92	12	respectively	respectively	ADV
gra-936	92	13	and	and	CCONJ
gra-936	92	14	hence	hence	ADV
gra-936	92	15	accept	accept	VERB
gra-936	92	16	ho	ho	PROPN
gra-936	92	17	.	.	PROPN
gra-936	93	1	ÿ	ÿ	PROPN
gra-936	93	2	the	the	DET
gra-936	93	3	above	above	ADJ
gra-936	93	4	table	table	NOUN
gra-936	93	5	shows	show	VERB
gra-936	93	6	that	that	SCONJ
gra-936	93	7	investors	investor	NOUN
gra-936	93	8	have	have	VERB
gra-936	93	9	no	no	DET
gra-936	93	10	impact	impact	NOUN
gra-936	93	11	on	on	ADP
gra-936	93	12	brokerage	brokerage	NOUN
gra-936	93	13	respectively	respectively	ADV
gra-936	93	14	and	and	CCONJ
gra-936	93	15	hence	hence	ADV
gra-936	93	16	reject	reject	VERB
gra-936	93	17	ho	ho	PROPN
gra-936	93	18	.	.	PROPN
gra-936	94	1	ÿ	ÿ	PROPN
gra-936	94	2	the	the	DET
gra-936	94	3	above	above	ADJ
gra-936	94	4	table	table	NOUN
gra-936	94	5	shows	show	VERB
gra-936	94	6	that	that	SCONJ
gra-936	94	7	investors	investor	NOUN
gra-936	94	8	have	have	VERB
gra-936	94	9	no	no	DET
gra-936	94	10	impact	impact	NOUN
gra-936	94	11	on	on	ADP
gra-936	94	12	service	service	NOUN
gra-936	94	13	respectively	respectively	ADV
gra-936	94	14	and	and	CCONJ
gra-936	94	15	hence	hence	ADV
gra-936	94	16	reject	reject	VERB
gra-936	94	17	ho	ho	PROPN
gra-936	94	18	.	.	PROPN
gra-936	95	1	ÿ	ÿ	PROPN
gra-936	95	2	the	the	DET
gra-936	95	3	above	above	ADJ
gra-936	95	4	table	table	NOUN
gra-936	95	5	shows	show	VERB
gra-936	95	6	that	that	SCONJ
gra-936	95	7	investors	investor	NOUN
gra-936	95	8	have	have	VERB
gra-936	95	9	no	no	DET
gra-936	95	10	impact	impact	NOUN
gra-936	95	11	on	on	ADP
gra-936	95	12	volatility	volatility	NOUN
gra-936	95	13	respectively	respectively	ADV
gra-936	95	14	and	and	CCONJ
gra-936	95	15	hence	hence	ADV
gra-936	95	16	reject	reject	VERB
gra-936	95	17	ho	ho	PROPN
gra-936	95	18	.	.	PROPN
gra-936	95	19	references	reference	NOUN
gra-936	95	20	:	:	PUNCT
gra-936	96	1	[	[	X
gra-936	96	2	1	1	X
gra-936	96	3	]	]	PUNCT
gra-936	96	4	g	g	PROPN
gra-936	96	5	ramasamy	ramasamy	NOUN
gra-936	96	6	,	,	PUNCT
gra-936	96	7	k	k	PROPN
gra-936	96	8	sandhya	sandhya	PROPN
gra-936	96	9	international	international	PROPN
gra-936	96	10	journal	journal	PROPN
gra-936	96	11	(	(	PUNCT
gra-936	96	12	2013	2013	NUM
gra-936	96	13	)	)	PUNCT
gra-936	96	14	,	,	PUNCT
gra-936	96	15	investor	investor	NOUN
gra-936	96	16	perception	perception	NOUN
gra-936	96	17	towards	towards	ADP
gra-936	96	18	online	online	ADJ
gra-936	96	19	trading	trading	NOUN
gra-936	96	20	in	in	ADP
gra-936	96	21	chennai	chennai	NOUN
gra-936	96	22	.	.	PUNCT
gra-936	97	1	[	[	X
gra-936	97	2	2	2	X
gra-936	97	3	]	]	PUNCT
gra-936	97	4	pm	pm	NOUN
gra-936	97	5	dechow	dechow	INTJ
gra-936	97	6	(	(	PUNCT
gra-936	97	7	2000	2000	NUM
gra-936	97	8	)	)	PUNCT
gra-936	97	9	,	,	PUNCT
gra-936	97	10	analysts	analyst	NOUN
gra-936	97	11	forecasts	forecast	NOUN
gra-936	97	12	and	and	CCONJ
gra-936	97	13	brokerage	brokerage	NOUN
gra-936	97	14	rm	rm	PROPN
gra-936	97	15	trading	trading	NOUN
gra-936	97	16	.	.	PUNCT
gra-936	98	1	[	[	X
gra-936	98	2	3	3	X
gra-936	98	3	]	]	X
gra-936	98	4	jac	jac	PROPN
gra-936	98	5	santos	santos	PROPN
gra-936	98	6	(	(	PUNCT
gra-936	98	7	1999),the	1999),the	DET
gra-936	98	8	relation	relation	NOUN
gra-936	98	9	between	between	ADP
gra-936	98	10	analysts	analyst	NOUN
gra-936	98	11	'	'	PART
gra-936	98	12	forecasts	forecast	NOUN
gra-936	98	13	of	of	ADP
gra-936	98	14	longterm	longterm	ADJ
gra-936	98	15	earnings	earning	NOUN
gra-936	98	16	[	[	X
gra-936	98	17	4	4	NUM
gra-936	98	18	]	]	X
gra-936	98	19	www.livemint.com	www.livemint.com	X
gra-936	99	1	[	[	X
gra-936	99	2	5	5	NUM
gra-936	99	3	]	]	PUNCT
gra-936	99	4	www.icicidirect.com	www.icicidirect.com	NOUN
gra-936	100	1	[	[	X
gra-936	100	2	6	6	NUM
gra-936	100	3	]	]	SYM
gra-936	100	4	www.moneycontrol.com	www.moneycontrol.com	X
gra-936	100	5	134	134	NUM
gra-936	100	6	x	x	NOUN
gra-936	100	7	gjra	gjra	ADJ
gra-936	100	8	global	global	ADJ
gra-936	100	9	journal	journal	PROPN
gra-936	100	10	for	for	ADP
gra-936	100	11	research	research	NOUN
gra-936	100	12	analysis	analysis	NOUN
gra-936	100	13	coefcients	coefcient	NOUN
gra-936	100	14	:	:	PUNCT
gra-936	100	15	model	model	NOUN
gra-936	100	16	unstandardized	unstandardized	ADJ
gra-936	100	17	coefcients	coefcient	NOUN
gra-936	100	18	standardized	standardize	VERB
gra-936	100	19	coefcients	coefcient	NOUN
gra-936	100	20	t	t	PROPN
gra-936	100	21	sig	sig	NOUN
gra-936	100	22	.	.	PROPN
gra-936	100	23	1	1	NUM
gra-936	100	24	(	(	PUNCT
gra-936	100	25	constant	constant	ADJ
gra-936	100	26	)	)	PUNCT
gra-936	100	27	.469	.469	NUM
gra-936	100	28	.388	.388	NUM
gra-936	100	29	1.20	1.20	NUM
gra-936	100	30	.235	.235	NUM
gra-936	100	31	loss	loss	NOUN
gra-936	100	32	is	be	AUX
gra-936	100	33	the	the	DET
gra-936	100	34	major	major	ADJ
gra-936	100	35	internal	internal	ADJ
gra-936	100	36	factor	factor	NOUN
gra-936	100	37	that	that	PRON
gra-936	100	38	i	i	PRON
gra-936	100	39	inoccurred	inoccurre	VERB
gra-936	100	40	during	during	ADP
gra-936	100	41	trading	trading	NOUN
gra-936	100	42	?	?	PUNCT
gra-936	101	1	.347	.347	NUM
gra-936	101	2	.175	.175	NUM
gra-936	102	1	.326	.326	NUM
gra-936	102	2	1.97	1.97	NUM
gra-936	102	3	5	5	NUM
gra-936	102	4	.000	.000	NUM
gra-936	102	5	brokerage	brokerage	NOUN
gra-936	102	6	is	be	AUX
gra-936	102	7	the	the	DET
gra-936	102	8	major	major	ADJ
gra-936	102	9	internal	internal	ADJ
gra-936	102	10	factor	factor	NOUN
gra-936	102	11	that	that	PRON
gra-936	102	12	i	i	PRON
gra-936	102	13	.112	.112	NUM
gra-936	102	14	.172	.172	NUM
gra-936	102	15	.105	.105	NUM
gra-936	102	16	.649	.649	NUM
gra-936	102	17	.052	.052	NUM
gra-936	103	1	service	service	NOUN
gra-936	103	2	is	be	AUX
gra-936	103	3	the	the	DET
gra-936	103	4	major	major	ADJ
gra-936	103	5	internal	internal	ADJ
gra-936	103	6	factor	factor	NOUN
gra-936	103	7	that	that	PRON
gra-936	103	8	i	i	PRON
gra-936	103	9	inoccurred	inoccurre	VERB
gra-936	103	10	during	during	ADP
gra-936	103	11	investment	investment	NOUN
gra-936	103	12	.030	.030	NUM
gra-936	103	13	.147	.147	NUM
gra-936	103	14	.033	.033	NUM
gra-936	103	15	.203	.203	NUM
gra-936	103	16	.840	.840	NUM
gra-936	104	1	volatility	volatility	NOUN
gra-936	104	2	is	be	AUX
gra-936	104	3	the	the	DET
gra-936	104	4	major	major	ADJ
gra-936	104	5	external	external	ADJ
gra-936	104	6	factor	factor	NOUN
gra-936	104	7	that	that	PRON
gra-936	104	8	i	i	PRON
gra-936	104	9	inoccurred	inoccurre	VERB
gra-936	104	10	during	during	ADP
gra-936	104	11	investment	investment	NOUN
gra-936	104	12	.097	.097	NUM
gra-936	104	13	.129	.129	NUM
gra-936	104	14	.117	.117	NUM
gra-936	104	15	.753	.753	NUM
gra-936	104	16	.456	.456	NUM
gra-936	104	17	model	model	NOUN
gra-936	104	18	r	r	PROPN
gra-936	104	19	r	r	NOUN
gra-936	104	20	square	square	ADJ
gra-936	104	21	adjusted	adjust	VERB
gra-936	104	22	r	r	NOUN
gra-936	104	23	square	square	ADJ
gra-936	104	24	std	std	NOUN
gra-936	104	25	.	.	PUNCT
gra-936	105	1	error	error	NOUN
gra-936	105	2	of	of	ADP
gra-936	105	3	the	the	DET
gra-936	105	4	estimate	estimate	NOUN
gra-936	105	5	1	1	NUM
gra-936	105	6	.392a	.392a	PROPN
gra-936	105	7	.154	.154	NUM
gra-936	105	8	.057	.057	NUM
gra-936	105	9	.374	.374	NUM