id	sid	tid	token	lemma	pos
bitcs-6082	1	1	vol	vol	NOUN
bitcs-6082	1	2	.	.	PROPN
bitcs-6082	1	3	5	5	NUM
bitcs-6082	1	4	,	,	PUNCT
bitcs-6082	1	5	no.2	no.2	PROPN
bitcs-6082	1	6	june	june	PROPN
bitcs-6082	1	7	2024	2024	NUM
bitcs-6082	1	8	|	|	ADV
bitcs-6082	1	9	51	51	NUM
bitcs-6082	1	10	apriori	apriori	ADJ
bitcs-6082	1	11	algorithm	algorithm	NOUN
bitcs-6082	1	12	and	and	CCONJ
bitcs-6082	1	13	market	market	NOUN
bitcs-6082	1	14	basket	basket	NOUN
bitcs-6082	1	15	analysis	analysis	NOUN
bitcs-6082	1	16	to	to	PART
bitcs-6082	1	17	uncover	uncover	VERB
bitcs-6082	1	18	consumer	consumer	NOUN
bitcs-6082	1	19	buying	buying	NOUN
bitcs-6082	1	20	patterns	pattern	NOUN
bitcs-6082	1	21	:	:	PUNCT
bitcs-6082	1	22	case	case	NOUN
bitcs-6082	1	23	of	of	ADP
bitcs-6082	1	24	a	a	DET
bitcs-6082	1	25	kenyan	kenyan	ADJ
bitcs-6082	1	26	supermarket	supermarket	NOUN
bitcs-6082	1	27	edwin	edwin	PROPN
bitcs-6082	1	28	omol1	omol1	PROPN
bitcs-6082	1	29	*	*	PROPN
bitcs-6082	1	30	,	,	PUNCT
bitcs-6082	1	31	dorcas	dorcas	PROPN
bitcs-6082	1	32	onyango2	onyango2	PROPN
bitcs-6082	1	33	,	,	PUNCT
bitcs-6082	1	34	lucy	lucy	PROPN
bitcs-6082	1	35	mburu3	mburu3	PROPN
bitcs-6082	1	36	,	,	PUNCT
bitcs-6082	1	37	paul	paul	PROPN
bitcs-6082	1	38	abuonji4	abuonji4	PROPN
bitcs-6082	1	39	1,2,3,4	1,2,3,4	NUM
bitcs-6082	1	40	department	department	NOUN
bitcs-6082	1	41	of	of	ADP
bitcs-6082	1	42	computing	computing	NOUN
bitcs-6082	1	43	and	and	CCONJ
bitcs-6082	1	44	information	information	NOUN
bitcs-6082	1	45	technology	technology	NOUN
bitcs-6082	1	46	,	,	PUNCT
bitcs-6082	1	47	kenya	kenya	PROPN
bitcs-6082	1	48	highlands	highlands	PROPN
bitcs-6082	1	49	university	university	PROPN
bitcs-6082	1	50	p.	p.	PROPN
bitcs-6082	1	51	o.	o.	PROPN
bitcs-6082	1	52	box	box	PROPN
bitcs-6082	1	53	123	123	NUM
bitcs-6082	1	54	20200	20200	NUM
bitcs-6082	1	55	kericho	kericho	NOUN
bitcs-6082	1	56	,	,	PUNCT
bitcs-6082	1	57	kenya	kenya	PROPN
bitcs-6082	1	58	1	1	NUM
bitcs-6082	1	59	*	*	SYM
bitcs-6082	1	60	omoledwin@gmail.com	omoledwin@gmail.com	PROPN
bitcs-6082	1	61	,	,	PUNCT
bitcs-6082	1	62	2dawino2011@gmail.com	2dawino2011@gmail.com	NUM
bitcs-6082	1	63	,	,	PUNCT
bitcs-6082	1	64	3mburul@kcau.ac.ke	3mburul@kcau.ac.ke	NUM
bitcs-6082	1	65	,	,	PUNCT
bitcs-6082	1	66	4pabuonji@kcau.ac.ke	4pabuonji@kcau.ac.ke	NUM
bitcs-6082	1	67	abstract	abstract	NOUN
bitcs-6082	1	68	:	:	PUNCT
bitcs-6082	1	69	this	this	DET
bitcs-6082	1	70	article	article	NOUN
bitcs-6082	1	71	presents	present	VERB
bitcs-6082	1	72	a	a	DET
bitcs-6082	1	73	study	study	NOUN
bitcs-6082	1	74	on	on	ADP
bitcs-6082	1	75	utilizing	utilize	VERB
bitcs-6082	1	76	the	the	DET
bitcs-6082	1	77	apriori	apriori	ADJ
bitcs-6082	1	78	algorithm	algorithm	NOUN
bitcs-6082	1	79	and	and	CCONJ
bitcs-6082	1	80	market	market	NOUN
bitcs-6082	1	81	basket	basket	NOUN
bitcs-6082	1	82	analysis	analysis	NOUN
bitcs-6082	1	83	(	(	PUNCT
bitcs-6082	1	84	mba	mba	NOUN
bitcs-6082	1	85	)	)	PUNCT
bitcs-6082	1	86	to	to	PART
bitcs-6082	1	87	reveal	reveal	VERB
bitcs-6082	1	88	consumer	consumer	NOUN
bitcs-6082	1	89	buying	buying	NOUN
bitcs-6082	1	90	patterns	pattern	NOUN
bitcs-6082	1	91	in	in	ADP
bitcs-6082	1	92	supermarkets	supermarket	NOUN
bitcs-6082	1	93	.	.	PUNCT
bitcs-6082	2	1	the	the	DET
bitcs-6082	2	2	aim	aim	NOUN
bitcs-6082	2	3	of	of	ADP
bitcs-6082	2	4	this	this	DET
bitcs-6082	2	5	research	research	NOUN
bitcs-6082	2	6	is	be	AUX
bitcs-6082	2	7	to	to	PART
bitcs-6082	2	8	explore	explore	VERB
bitcs-6082	2	9	the	the	DET
bitcs-6082	2	10	effectiveness	effectiveness	NOUN
bitcs-6082	2	11	of	of	ADP
bitcs-6082	2	12	these	these	DET
bitcs-6082	2	13	data	datum	NOUN
bitcs-6082	2	14	mining	mining	NOUN
bitcs-6082	2	15	techniques	technique	NOUN
bitcs-6082	2	16	in	in	ADP
bitcs-6082	2	17	revealing	reveal	VERB
bitcs-6082	2	18	valuable	valuable	ADJ
bitcs-6082	2	19	insights	insight	NOUN
bitcs-6082	2	20	that	that	PRON
bitcs-6082	2	21	can	can	AUX
bitcs-6082	2	22	inform	inform	VERB
bitcs-6082	2	23	marketing	marketing	NOUN
bitcs-6082	2	24	strategies	strategy	NOUN
bitcs-6082	2	25	and	and	CCONJ
bitcs-6082	2	26	enhance	enhance	VERB
bitcs-6082	2	27	the	the	DET
bitcs-6082	2	28	overall	overall	ADJ
bitcs-6082	2	29	shopping	shopping	NOUN
bitcs-6082	2	30	experience	experience	NOUN
bitcs-6082	2	31	for	for	ADP
bitcs-6082	2	32	customers	customer	NOUN
bitcs-6082	2	33	.	.	PUNCT
bitcs-6082	3	1	this	this	DET
bitcs-6082	3	2	study	study	NOUN
bitcs-6082	3	3	centered	center	VERB
bitcs-6082	3	4	on	on	ADP
bitcs-6082	3	5	improving	improve	VERB
bitcs-6082	3	6	customer	customer	NOUN
bitcs-6082	3	7	loyalty	loyalty	NOUN
bitcs-6082	3	8	within	within	ADP
bitcs-6082	3	9	the	the	DET
bitcs-6082	3	10	supermarket	supermarket	NOUN
bitcs-6082	3	11	setting	set	VERB
bitcs-6082	3	12	through	through	ADP
bitcs-6082	3	13	the	the	DET
bitcs-6082	3	14	utilization	utilization	NOUN
bitcs-6082	3	15	of	of	ADP
bitcs-6082	3	16	cutting	cut	VERB
bitcs-6082	3	17	-	-	PUNCT
bitcs-6082	3	18	edge	edge	NOUN
bitcs-6082	3	19	information	information	NOUN
bitcs-6082	3	20	technology	technology	NOUN
bitcs-6082	3	21	and	and	CCONJ
bitcs-6082	3	22	programming	programming	NOUN
bitcs-6082	3	23	applications	application	NOUN
bitcs-6082	3	24	,	,	PUNCT
bitcs-6082	3	25	including	include	VERB
bitcs-6082	3	26	python	python	NOUN
bitcs-6082	3	27	.	.	PUNCT
bitcs-6082	4	1	specifically	specifically	ADV
bitcs-6082	4	2	,	,	PUNCT
bitcs-6082	4	3	the	the	DET
bitcs-6082	4	4	apriori	apriori	ADJ
bitcs-6082	4	5	algorithm	algorithm	NOUN
bitcs-6082	4	6	libraries	library	NOUN
bitcs-6082	4	7	of	of	ADP
bitcs-6082	4	8	the	the	DET
bitcs-6082	4	9	python	python	NOUN
bitcs-6082	4	10	language	language	NOUN
bitcs-6082	4	11	were	be	AUX
bitcs-6082	4	12	employed	employ	VERB
bitcs-6082	4	13	to	to	PART
bitcs-6082	4	14	identify	identify	VERB
bitcs-6082	4	15	frequent	frequent	ADJ
bitcs-6082	4	16	item	item	NOUN
bitcs-6082	4	17	sets	set	NOUN
bitcs-6082	4	18	and	and	CCONJ
bitcs-6082	4	19	derive	derive	VERB
bitcs-6082	4	20	42	42	NUM
bitcs-6082	4	21	association	association	NOUN
bitcs-6082	4	22	rules	rule	NOUN
bitcs-6082	4	23	,	,	PUNCT
bitcs-6082	4	24	which	which	PRON
bitcs-6082	4	25	shed	shed	VERB
bitcs-6082	4	26	light	light	NOUN
bitcs-6082	4	27	on	on	ADP
bitcs-6082	4	28	product	product	NOUN
bitcs-6082	4	29	affinities	affinity	NOUN
bitcs-6082	4	30	and	and	CCONJ
bitcs-6082	4	31	co	co	ADJ
bitcs-6082	4	32	-	-	ADJ
bitcs-6082	4	33	purchasing	purchase	VERB
bitcs-6082	4	34	patterns	pattern	NOUN
bitcs-6082	4	35	.	.	PUNCT
bitcs-6082	5	1	by	by	ADP
bitcs-6082	5	2	deriving	derive	VERB
bitcs-6082	5	3	association	association	NOUN
bitcs-6082	5	4	rules	rule	NOUN
bitcs-6082	5	5	from	from	ADP
bitcs-6082	5	6	the	the	DET
bitcs-6082	5	7	frequent	frequent	ADJ
bitcs-6082	5	8	item	item	NOUN
bitcs-6082	5	9	sets	set	NOUN
bitcs-6082	5	10	,	,	PUNCT
bitcs-6082	5	11	the	the	DET
bitcs-6082	5	12	study	study	NOUN
bitcs-6082	5	13	identified	identify	VERB
bitcs-6082	5	14	the	the	DET
bitcs-6082	5	15	significance	significance	NOUN
bitcs-6082	5	16	of	of	ADP
bitcs-6082	5	17	strategically	strategically	ADV
bitcs-6082	5	18	placing	place	VERB
bitcs-6082	5	19	frequently	frequently	ADV
bitcs-6082	5	20	purchased	purchase	VERB
bitcs-6082	5	21	products	product	NOUN
bitcs-6082	5	22	to	to	PART
bitcs-6082	5	23	enhance	enhance	VERB
bitcs-6082	5	24	revenue	revenue	NOUN
bitcs-6082	5	25	generation	generation	NOUN
bitcs-6082	5	26	.	.	PUNCT
bitcs-6082	6	1	in	in	ADP
bitcs-6082	6	2	conclusion	conclusion	NOUN
bitcs-6082	6	3	,	,	PUNCT
bitcs-6082	6	4	the	the	DET
bitcs-6082	6	5	application	application	NOUN
bitcs-6082	6	6	of	of	ADP
bitcs-6082	6	7	the	the	DET
bitcs-6082	6	8	apriori	apriori	ADJ
bitcs-6082	6	9	algorithm	algorithm	NOUN
bitcs-6082	6	10	and	and	CCONJ
bitcs-6082	6	11	market	market	NOUN
bitcs-6082	6	12	basket	basket	NOUN
bitcs-6082	6	13	analysis	analysis	NOUN
bitcs-6082	6	14	in	in	ADP
bitcs-6082	6	15	this	this	DET
bitcs-6082	6	16	case	case	NOUN
bitcs-6082	6	17	of	of	ADP
bitcs-6082	6	18	a	a	DET
bitcs-6082	6	19	kenyan	kenyan	ADJ
bitcs-6082	6	20	supermarket	supermarket	NOUN
bitcs-6082	6	21	has	have	AUX
bitcs-6082	6	22	proven	prove	VERB
bitcs-6082	6	23	to	to	PART
bitcs-6082	6	24	be	be	AUX
bitcs-6082	6	25	a	a	DET
bitcs-6082	6	26	valuable	valuable	ADJ
bitcs-6082	6	27	approach	approach	NOUN
bitcs-6082	6	28	for	for	ADP
bitcs-6082	6	29	uncovering	uncover	VERB
bitcs-6082	6	30	consumer	consumer	NOUN
bitcs-6082	6	31	buying	buying	NOUN
bitcs-6082	6	32	patterns	pattern	NOUN
bitcs-6082	6	33	,	,	PUNCT
bitcs-6082	6	34	providing	provide	VERB
bitcs-6082	6	35	a	a	DET
bitcs-6082	6	36	competitive	competitive	ADJ
bitcs-6082	6	37	edge	edge	NOUN
bitcs-6082	6	38	in	in	ADP
bitcs-6082	6	39	the	the	DET
bitcs-6082	6	40	dynamic	dynamic	ADJ
bitcs-6082	6	41	retail	retail	ADJ
bitcs-6082	6	42	industry	industry	NOUN
bitcs-6082	6	43	.	.	PUNCT
bitcs-6082	7	1	keywords	keyword	NOUN
bitcs-6082	7	2	:	:	PUNCT
bitcs-6082	7	3	market	market	NOUN
bitcs-6082	7	4	basket	basket	NOUN
bitcs-6082	7	5	analysis	analysis	NOUN
bitcs-6082	7	6	,	,	PUNCT
bitcs-6082	7	7	consumer	consumer	NOUN
bitcs-6082	7	8	buying	buying	NOUN
bitcs-6082	7	9	patterns	pattern	NOUN
bitcs-6082	7	10	,	,	PUNCT
bitcs-6082	7	11	data	datum	NOUN
bitcs-6082	7	12	mining	mining	NOUN
bitcs-6082	7	13	techniques	technique	NOUN
bitcs-6082	7	14	,	,	PUNCT
bitcs-6082	7	15	marketing	marketing	NOUN
bitcs-6082	7	16	strategies	strategy	NOUN
bitcs-6082	7	17	i.	i.	NOUN
bitcs-6082	7	18	introduction	introduction	NOUN
bitcs-6082	7	19	:	:	PUNCT
bitcs-6082	7	20	in	in	ADP
bitcs-6082	7	21	the	the	DET
bitcs-6082	7	22	highly	highly	ADV
bitcs-6082	7	23	competitive	competitive	ADJ
bitcs-6082	7	24	retail	retail	ADJ
bitcs-6082	7	25	industry	industry	NOUN
bitcs-6082	7	26	driven	drive	VERB
bitcs-6082	7	27	by	by	ADP
bitcs-6082	7	28	digital	digital	ADJ
bitcs-6082	7	29	technologies	technology	NOUN
bitcs-6082	7	30	[	[	X
bitcs-6082	7	31	1	1	NUM
bitcs-6082	7	32	]	]	PUNCT
bitcs-6082	7	33	,	,	PUNCT
bitcs-6082	7	34	understanding	understand	VERB
bitcs-6082	7	35	consumer	consumer	NOUN
bitcs-6082	7	36	behavior	behavior	NOUN
bitcs-6082	7	37	and	and	CCONJ
bitcs-6082	7	38	buying	buy	VERB
bitcs-6082	7	39	patterns	pattern	NOUN
bitcs-6082	7	40	is	be	AUX
bitcs-6082	7	41	crucial	crucial	ADJ
bitcs-6082	7	42	for	for	SCONJ
bitcs-6082	7	43	supermarkets	supermarket	NOUN
bitcs-6082	7	44	to	to	PART
bitcs-6082	7	45	tailor	tailor	VERB
bitcs-6082	7	46	their	their	PRON
bitcs-6082	7	47	marketing	marketing	NOUN
bitcs-6082	7	48	strategies	strategy	NOUN
bitcs-6082	7	49	and	and	CCONJ
bitcs-6082	7	50	enhance	enhance	VERB
bitcs-6082	7	51	customer	customer	NOUN
bitcs-6082	7	52	satisfaction	satisfaction	NOUN
bitcs-6082	7	53	[	[	X
bitcs-6082	7	54	2	2	NUM
bitcs-6082	7	55	]	]	PUNCT
bitcs-6082	7	56	.	.	PUNCT
bitcs-6082	8	1	with	with	ADP
bitcs-6082	8	2	the	the	DET
bitcs-6082	8	3	vast	vast	ADJ
bitcs-6082	8	4	amount	amount	NOUN
bitcs-6082	8	5	of	of	ADP
bitcs-6082	8	6	transactional	transactional	ADJ
bitcs-6082	8	7	data	datum	NOUN
bitcs-6082	8	8	generated	generate	VERB
bitcs-6082	8	9	at	at	ADP
bitcs-6082	8	10	supermarkets	supermarket	NOUN
bitcs-6082	8	11	,	,	PUNCT
bitcs-6082	8	12	technological	technological	ADJ
bitcs-6082	8	13	innovations	innovation	NOUN
bitcs-6082	8	14	[	[	X
bitcs-6082	8	15	6	6	NUM
bitcs-6082	8	16	]	]	SYM
bitcs-6082	8	17	like	like	ADP
bitcs-6082	8	18	data	data	NOUN
bitcs-6082	8	19	mining	mining	NOUN
bitcs-6082	8	20	techniques	technique	NOUN
bitcs-6082	8	21	,	,	PUNCT
bitcs-6082	8	22	particularly	particularly	ADV
bitcs-6082	8	23	market	market	NOUN
bitcs-6082	8	24	basket	basket	NOUN
bitcs-6082	8	25	analysis	analysis	NOUN
bitcs-6082	8	26	,	,	PUNCT
bitcs-6082	8	27	have	have	AUX
bitcs-6082	8	28	emerged	emerge	VERB
bitcs-6082	8	29	as	as	ADP
bitcs-6082	8	30	powerful	powerful	ADJ
bitcs-6082	8	31	tools	tool	NOUN
bitcs-6082	8	32	to	to	PART
bitcs-6082	8	33	gain	gain	VERB
bitcs-6082	8	34	valuable	valuable	ADJ
bitcs-6082	8	35	insights	insight	NOUN
bitcs-6082	8	36	into	into	ADP
bitcs-6082	8	37	consumer	consumer	NOUN
bitcs-6082	8	38	purchase	purchase	NOUN
bitcs-6082	8	39	behavior	behavior	NOUN
bitcs-6082	8	40	.	.	PUNCT
bitcs-6082	9	1	this	this	DET
bitcs-6082	9	2	article	article	NOUN
bitcs-6082	9	3	aims	aim	VERB
bitcs-6082	9	4	to	to	PART
bitcs-6082	9	5	investigate	investigate	VERB
bitcs-6082	9	6	the	the	DET
bitcs-6082	9	7	buying	buying	NOUN
bitcs-6082	9	8	patterns	pattern	NOUN
bitcs-6082	9	9	of	of	ADP
bitcs-6082	9	10	consumers	consumer	NOUN
bitcs-6082	9	11	at	at	ADP
bitcs-6082	9	12	a	a	DET
bitcs-6082	9	13	prominent	prominent	ADJ
bitcs-6082	9	14	kenyan	kenyan	ADJ
bitcs-6082	9	15	supermarket	supermarket	NOUN
bitcs-6082	9	16	using	use	VERB
bitcs-6082	9	17	market	market	NOUN
bitcs-6082	9	18	basket	basket	NOUN
bitcs-6082	9	19	analysis	analysis	NOUN
bitcs-6082	9	20	[	[	X
bitcs-6082	9	21	3	3	NUM
bitcs-6082	9	22	-	-	SYM
bitcs-6082	9	23	5	5	NUM
bitcs-6082	9	24	]	]	PUNCT
bitcs-6082	9	25	.	.	PUNCT
bitcs-6082	10	1	market	market	NOUN
bitcs-6082	10	2	basket	basket	NOUN
bitcs-6082	10	3	analysis	analysis	NOUN
bitcs-6082	10	4	involves	involve	VERB
bitcs-6082	10	5	analyzing	analyze	VERB
bitcs-6082	10	6	customers	customer	NOUN
bitcs-6082	10	7	'	'	PART
bitcs-6082	10	8	purchase	purchase	NOUN
bitcs-6082	10	9	transactions	transaction	NOUN
bitcs-6082	10	10	to	to	PART
bitcs-6082	10	11	identify	identify	VERB
bitcs-6082	10	12	associations	association	NOUN
bitcs-6082	10	13	between	between	ADP
bitcs-6082	10	14	products	product	NOUN
bitcs-6082	10	15	frequently	frequently	ADV
bitcs-6082	10	16	bought	buy	VERB
bitcs-6082	10	17	together	together	ADV
bitcs-6082	10	18	.	.	PUNCT
bitcs-6082	11	1	by	by	ADP
bitcs-6082	11	2	examining	examine	VERB
bitcs-6082	11	3	these	these	DET
bitcs-6082	11	4	patterns	pattern	NOUN
bitcs-6082	11	5	,	,	PUNCT
bitcs-6082	11	6	supermarkets	supermarket	NOUN
bitcs-6082	11	7	can	can	AUX
bitcs-6082	11	8	optimize	optimize	VERB
bitcs-6082	11	9	product	product	NOUN
bitcs-6082	11	10	placements	placement	NOUN
bitcs-6082	11	11	,	,	PUNCT
bitcs-6082	11	12	offer	offer	VERB
bitcs-6082	11	13	personalized	personalized	ADJ
bitcs-6082	11	14	promotions	promotion	NOUN
bitcs-6082	11	15	,	,	PUNCT
bitcs-6082	11	16	and	and	CCONJ
bitcs-6082	11	17	improve	improve	VERB
bitcs-6082	11	18	inventory	inventory	NOUN
bitcs-6082	11	19	management	management	NOUN
bitcs-6082	11	20	[	[	X
bitcs-6082	11	21	3	3	NUM
bitcs-6082	11	22	]	]	PUNCT
bitcs-6082	11	23	.	.	PUNCT
bitcs-6082	12	1	the	the	DET
bitcs-6082	12	2	insights	insight	NOUN
bitcs-6082	12	3	derived	derive	VERB
bitcs-6082	12	4	from	from	ADP
bitcs-6082	12	5	this	this	DET
bitcs-6082	12	6	analysis	analysis	NOUN
bitcs-6082	12	7	can	can	AUX
bitcs-6082	12	8	help	help	VERB
bitcs-6082	12	9	supermarkets	supermarket	NOUN
bitcs-6082	12	10	enhance	enhance	VERB
bitcs-6082	12	11	their	their	PRON
bitcs-6082	12	12	overall	overall	ADJ
bitcs-6082	12	13	shopping	shopping	NOUN
bitcs-6082	12	14	experience	experience	NOUN
bitcs-6082	12	15	,	,	PUNCT
bitcs-6082	12	16	increase	increase	VERB
bitcs-6082	12	17	customer	customer	NOUN
bitcs-6082	12	18	loyalty	loyalty	NOUN
bitcs-6082	12	19	,	,	PUNCT
bitcs-6082	12	20	and	and	CCONJ
bitcs-6082	12	21	boost	boost	VERB
bitcs-6082	12	22	profitability	profitability	NOUN
bitcs-6082	12	23	[	[	X
bitcs-6082	12	24	5,7	5,7	NUM
bitcs-6082	12	25	]	]	PUNCT
bitcs-6082	12	26	.	.	PUNCT
bitcs-6082	13	1	this	this	DET
bitcs-6082	13	2	study	study	NOUN
bitcs-6082	13	3	delves	delve	VERB
bitcs-6082	13	4	into	into	ADP
bitcs-6082	13	5	the	the	DET
bitcs-6082	13	6	purchasing	purchase	VERB
bitcs-6082	13	7	patterns	pattern	NOUN
bitcs-6082	13	8	of	of	ADP
bitcs-6082	13	9	society	society	NOUN
bitcs-6082	13	10	stores	store	NOUN
bitcs-6082	13	11	’	’	PART
bitcs-6082	13	12	diverse	diverse	ADJ
bitcs-6082	13	13	consumer	consumer	NOUN
bitcs-6082	13	14	base	base	NOUN
bitcs-6082	13	15	.	.	PUNCT
bitcs-6082	14	1	society	society	NOUN
bitcs-6082	14	2	stores	store	NOUN
bitcs-6082	14	3	,	,	PUNCT
bitcs-6082	14	4	a	a	DET
bitcs-6082	14	5	rapidly	rapidly	ADV
bitcs-6082	14	6	expanding	expand	VERB
bitcs-6082	14	7	kenyan	kenyan	ADJ
bitcs-6082	14	8	supermarket	supermarket	NOUN
bitcs-6082	14	9	catering	cater	VERB
bitcs-6082	14	10	to	to	ADP
bitcs-6082	14	11	the	the	DET
bitcs-6082	14	12	mass	mass	NOUN
bitcs-6082	14	13	market	market	NOUN
bitcs-6082	14	14	,	,	PUNCT
bitcs-6082	14	15	places	place	VERB
bitcs-6082	14	16	its	its	PRON
bitcs-6082	14	17	primary	primary	ADJ
bitcs-6082	14	18	emphasis	emphasis	NOUN
bitcs-6082	14	19	on	on	ADP
bitcs-6082	14	20	providing	provide	VERB
bitcs-6082	14	21	superior	superior	ADJ
bitcs-6082	14	22	products	product	NOUN
bitcs-6082	14	23	at	at	ADP
bitcs-6082	14	24	budget	budget	NOUN
bitcs-6082	14	25	-	-	PUNCT
bitcs-6082	14	26	friendly	friendly	ADJ
bitcs-6082	14	27	rates	rate	NOUN
bitcs-6082	14	28	.	.	PUNCT
bitcs-6082	15	1	it	it	PRON
bitcs-6082	15	2	has	have	AUX
bitcs-6082	15	3	established	establish	VERB
bitcs-6082	15	4	outlets	outlet	NOUN
bitcs-6082	15	5	in	in	ADP
bitcs-6082	15	6	various	various	ADJ
bitcs-6082	15	7	kenyan	kenyan	ADJ
bitcs-6082	15	8	locations	location	NOUN
bitcs-6082	15	9	,	,	PUNCT
bitcs-6082	15	10	including	include	VERB
bitcs-6082	15	11	thika	thika	NOUN
bitcs-6082	15	12	,	,	PUNCT
bitcs-6082	15	13	naivasha	naivasha	PROPN
bitcs-6082	15	14	,	,	PUNCT
bitcs-6082	15	15	ruiru	ruiru	PROPN
bitcs-6082	15	16	,	,	PUNCT
bitcs-6082	15	17	maua	maua	PROPN
bitcs-6082	15	18	,	,	PUNCT
bitcs-6082	15	19	limuru	limuru	PROPN
bitcs-6082	15	20	,	,	PUNCT
bitcs-6082	15	21	meru	meru	PROPN
bitcs-6082	15	22	,	,	PUNCT
bitcs-6082	15	23	and	and	CCONJ
bitcs-6082	15	24	mombasa	mombasa	PROPN
bitcs-6082	15	25	,	,	PUNCT
bitcs-6082	15	26	kenya	kenya	PROPN
bitcs-6082	15	27	's	's	PART
bitcs-6082	15	28	bustling	bustling	PROPN
bitcs-6082	15	29	p	p	X
bitcs-6082	15	30	-	-	PUNCT
bitcs-6082	15	31	issn	issn	NOUN
bitcs-6082	15	32	:	:	PUNCT
bitcs-6082	15	33	2715	2715	NUM
bitcs-6082	15	34	-	-	SYM
bitcs-6082	15	35	2448	2448	NUM
bitcs-6082	15	36	|	|	NOUN
bitcs-6082	15	37	e	e	NOUN
bitcs-6082	15	38	-	-	NOUN
bitcs-6082	15	39	issn	issn	X
bitcs-6082	15	40	:	:	PUNCT
bitcs-6082	15	41	2715	2715	NUM
bitcs-6082	15	42	-	-	SYM
bitcs-6082	15	43	7199	7199	NUM
bitcs-6082	15	44	vol.5	vol.5	ADV
bitcs-6082	15	45	no.2	no.2	PROPN
bitcs-6082	15	46	june	june	PROPN
bitcs-6082	15	47	2024	2024	NUM
bitcs-6082	15	48	buana	buana	PROPN
bitcs-6082	15	49	information	information	PROPN
bitcs-6082	15	50	technology	technology	NOUN
bitcs-6082	15	51	and	and	CCONJ
bitcs-6082	15	52	computer	computer	NOUN
bitcs-6082	15	53	sciences	science	NOUN
bitcs-6082	15	54	(	(	PUNCT
bitcs-6082	15	55	bit	bit	NOUN
bitcs-6082	15	56	and	and	CCONJ
bitcs-6082	15	57	cs	cs	ADJ
bitcs-6082	15	58	)	)	PUNCT
bitcs-6082	15	59	mailto:omoledwin@gmail.com	mailto:omoledwin@gmail.com	X
bitcs-6082	15	60	mailto:dawino2011@gmail.com	mailto:dawino2011@gmail.com	PROPN
bitcs-6082	15	61	mailto:mburul@kcau.ac.ke	mailto:mburul@kcau.ac.ke	PROPN
bitcs-6082	15	62	mailto:pabuonji@kcau.ac.ke	mailto:pabuonji@kcau.ac.ke	NOUN
bitcs-6082	15	63	vol	vol	NOUN
bitcs-6082	15	64	.	.	PROPN
bitcs-6082	16	1	5	5	NUM
bitcs-6082	16	2	,	,	PUNCT
bitcs-6082	16	3	no.2	no.2	PROPN
bitcs-6082	16	4	june	june	PROPN
bitcs-6082	16	5	2024	2024	NUM
bitcs-6082	17	1	|	|	ADV
bitcs-6082	17	2	52	52	NUM
bitcs-6082	17	3	economic	economic	ADJ
bitcs-6082	17	4	hubs	hub	NOUN
bitcs-6082	17	5	.	.	PUNCT
bitcs-6082	18	1	by	by	ADP
bitcs-6082	18	2	examining	examine	VERB
bitcs-6082	18	3	the	the	DET
bitcs-6082	18	4	association	association	NOUN
bitcs-6082	18	5	rules	rule	NOUN
bitcs-6082	18	6	between	between	ADP
bitcs-6082	18	7	different	different	ADJ
bitcs-6082	18	8	products	product	NOUN
bitcs-6082	18	9	,	,	PUNCT
bitcs-6082	18	10	we	we	PRON
bitcs-6082	18	11	aimed	aim	VERB
bitcs-6082	18	12	to	to	PART
bitcs-6082	18	13	identify	identify	VERB
bitcs-6082	18	14	popular	popular	ADJ
bitcs-6082	18	15	product	product	NOUN
bitcs-6082	18	16	combinations	combination	NOUN
bitcs-6082	18	17	and	and	CCONJ
bitcs-6082	18	18	uncover	uncover	VERB
bitcs-6082	18	19	consumer	consumer	NOUN
bitcs-6082	18	20	preferences	preference	NOUN
bitcs-6082	18	21	.	.	PUNCT
bitcs-6082	19	1	additionally	additionally	ADV
bitcs-6082	19	2	,	,	PUNCT
bitcs-6082	19	3	we	we	PRON
bitcs-6082	19	4	explored	explore	VERB
bitcs-6082	19	5	the	the	DET
bitcs-6082	19	6	influence	influence	NOUN
bitcs-6082	19	7	of	of	ADP
bitcs-6082	19	8	demographics	demographic	NOUN
bitcs-6082	19	9	,	,	PUNCT
bitcs-6082	19	10	such	such	ADJ
bitcs-6082	19	11	as	as	ADP
bitcs-6082	19	12	age	age	NOUN
bitcs-6082	19	13	,	,	PUNCT
bitcs-6082	19	14	gender	gender	NOUN
bitcs-6082	19	15	,	,	PUNCT
bitcs-6082	19	16	and	and	CCONJ
bitcs-6082	19	17	income	income	NOUN
bitcs-6082	20	1	[	[	X
bitcs-6082	20	2	10	10	NUM
bitcs-6082	20	3	-	-	SYM
bitcs-6082	20	4	12	12	NUM
bitcs-6082	20	5	]	]	PUNCT
bitcs-6082	20	6	,	,	PUNCT
bitcs-6082	20	7	on	on	ADP
bitcs-6082	20	8	purchase	purchase	NOUN
bitcs-6082	20	9	behavior	behavior	NOUN
bitcs-6082	20	10	to	to	PART
bitcs-6082	20	11	gain	gain	VERB
bitcs-6082	20	12	a	a	DET
bitcs-6082	20	13	comprehensive	comprehensive	ADJ
bitcs-6082	20	14	understanding	understanding	NOUN
bitcs-6082	20	15	of	of	ADP
bitcs-6082	20	16	the	the	DET
bitcs-6082	20	17	factors	factor	NOUN
bitcs-6082	20	18	driving	drive	VERB
bitcs-6082	20	19	consumer	consumer	NOUN
bitcs-6082	20	20	choices	choice	NOUN
bitcs-6082	20	21	.	.	PUNCT
bitcs-6082	21	1	ii	ii	PROPN
bitcs-6082	21	2	.	.	PUNCT
bitcs-6082	22	1	literature	literature	PROPN
bitcs-6082	22	2	review	review	PROPN
bitcs-6082	22	3	:	:	PUNCT
bitcs-6082	22	4	the	the	DET
bitcs-6082	22	5	study	study	NOUN
bitcs-6082	22	6	of	of	ADP
bitcs-6082	22	7	consumer	consumer	NOUN
bitcs-6082	22	8	behavior	behavior	NOUN
bitcs-6082	22	9	has	have	AUX
bitcs-6082	22	10	always	always	ADV
bitcs-6082	22	11	been	be	AUX
bitcs-6082	22	12	a	a	DET
bitcs-6082	22	13	crucial	crucial	ADJ
bitcs-6082	22	14	aspect	aspect	NOUN
bitcs-6082	22	15	of	of	ADP
bitcs-6082	22	16	marketing	marketing	NOUN
bitcs-6082	22	17	and	and	CCONJ
bitcs-6082	22	18	retail	retail	ADJ
bitcs-6082	22	19	management	management	NOUN
bitcs-6082	22	20	.	.	PUNCT
bitcs-6082	23	1	understanding	understand	VERB
bitcs-6082	23	2	the	the	DET
bitcs-6082	23	3	preferences	preference	NOUN
bitcs-6082	23	4	,	,	PUNCT
bitcs-6082	23	5	buying	buying	NOUN
bitcs-6082	23	6	habits	habit	NOUN
bitcs-6082	23	7	,	,	PUNCT
bitcs-6082	23	8	and	and	CCONJ
bitcs-6082	23	9	patterns	pattern	NOUN
bitcs-6082	23	10	of	of	ADP
bitcs-6082	23	11	consumers	consumer	NOUN
bitcs-6082	23	12	is	be	AUX
bitcs-6082	23	13	essential	essential	ADJ
bitcs-6082	23	14	for	for	SCONJ
bitcs-6082	23	15	businesses	business	NOUN
bitcs-6082	23	16	to	to	PART
bitcs-6082	23	17	tailor	tailor	VERB
bitcs-6082	23	18	their	their	PRON
bitcs-6082	23	19	marketing	marketing	NOUN
bitcs-6082	23	20	strategies	strategy	NOUN
bitcs-6082	23	21	,	,	PUNCT
bitcs-6082	23	22	optimize	optimize	NOUN
bitcs-6082	23	23	product	product	NOUN
bitcs-6082	23	24	placements	placement	NOUN
bitcs-6082	23	25	,	,	PUNCT
bitcs-6082	23	26	and	and	CCONJ
bitcs-6082	23	27	enhance	enhance	VERB
bitcs-6082	23	28	customer	customer	NOUN
bitcs-6082	23	29	satisfaction	satisfaction	NOUN
bitcs-6082	23	30	[	[	X
bitcs-6082	23	31	8,2	8,2	NUM
bitcs-6082	23	32	]	]	PUNCT
bitcs-6082	23	33	.	.	PUNCT
bitcs-6082	24	1	over	over	ADP
bitcs-6082	24	2	the	the	DET
bitcs-6082	24	3	years	year	NOUN
bitcs-6082	24	4	,	,	PUNCT
bitcs-6082	24	5	various	various	ADJ
bitcs-6082	24	6	analytical	analytical	ADJ
bitcs-6082	24	7	techniques	technique	NOUN
bitcs-6082	24	8	have	have	AUX
bitcs-6082	24	9	been	be	AUX
bitcs-6082	24	10	developed	develop	VERB
bitcs-6082	24	11	to	to	PART
bitcs-6082	24	12	analyze	analyze	VERB
bitcs-6082	24	13	consumer	consumer	NOUN
bitcs-6082	24	14	purchasing	purchasing	NOUN
bitcs-6082	24	15	behavior	behavior	NOUN
bitcs-6082	24	16	,	,	PUNCT
bitcs-6082	24	17	and	and	CCONJ
bitcs-6082	24	18	one	one	NUM
bitcs-6082	24	19	such	such	ADJ
bitcs-6082	24	20	powerful	powerful	ADJ
bitcs-6082	24	21	method	method	NOUN
bitcs-6082	24	22	is	be	AUX
bitcs-6082	24	23	the	the	DET
bitcs-6082	24	24	apriori	apriori	ADJ
bitcs-6082	24	25	algorithm	algorithm	NOUN
bitcs-6082	24	26	coupled	couple	VERB
bitcs-6082	24	27	with	with	ADP
bitcs-6082	24	28	market	market	NOUN
bitcs-6082	24	29	basket	basket	NOUN
bitcs-6082	24	30	analysis	analysis	NOUN
bitcs-6082	24	31	(	(	PUNCT
bitcs-6082	24	32	mba	mba	NOUN
bitcs-6082	24	33	)	)	PUNCT
bitcs-6082	25	1	[	[	X
bitcs-6082	25	2	3,4	3,4	NUM
bitcs-6082	25	3	]	]	PUNCT
bitcs-6082	25	4	.	.	PUNCT
bitcs-6082	26	1	the	the	DET
bitcs-6082	26	2	apriori	apriori	ADJ
bitcs-6082	26	3	algorithm	algorithm	NOUN
bitcs-6082	26	4	is	be	AUX
bitcs-6082	26	5	a	a	DET
bitcs-6082	26	6	widely	widely	ADV
bitcs-6082	26	7	used	use	VERB
bitcs-6082	26	8	association	association	NOUN
bitcs-6082	26	9	rule	rule	NOUN
bitcs-6082	26	10	mining	mining	NOUN
bitcs-6082	26	11	technique	technique	NOUN
bitcs-6082	26	12	in	in	ADP
bitcs-6082	26	13	data	datum	NOUN
bitcs-6082	26	14	mining	mining	NOUN
bitcs-6082	26	15	and	and	CCONJ
bitcs-6082	26	16	machine	machine	NOUN
bitcs-6082	26	17	learning	learning	NOUN
bitcs-6082	26	18	.	.	PUNCT
bitcs-6082	27	1	it	it	PRON
bitcs-6082	27	2	aims	aim	VERB
bitcs-6082	27	3	to	to	PART
bitcs-6082	27	4	discover	discover	VERB
bitcs-6082	27	5	interesting	interesting	ADJ
bitcs-6082	27	6	relationships	relationship	NOUN
bitcs-6082	27	7	or	or	CCONJ
bitcs-6082	27	8	associations	association	NOUN
bitcs-6082	27	9	between	between	ADP
bitcs-6082	27	10	items	item	NOUN
bitcs-6082	27	11	in	in	ADP
bitcs-6082	27	12	large	large	ADJ
bitcs-6082	27	13	datasets	dataset	NOUN
bitcs-6082	27	14	,	,	PUNCT
bitcs-6082	27	15	particularly	particularly	ADV
bitcs-6082	27	16	in	in	ADP
bitcs-6082	27	17	transactional	transactional	ADJ
bitcs-6082	27	18	databases	database	NOUN
bitcs-6082	27	19	.	.	PUNCT
bitcs-6082	28	1	the	the	DET
bitcs-6082	28	2	algorithm	algorithm	NOUN
bitcs-6082	28	3	is	be	AUX
bitcs-6082	28	4	highly	highly	ADV
bitcs-6082	28	5	efficient	efficient	ADJ
bitcs-6082	28	6	and	and	CCONJ
bitcs-6082	28	7	effective	effective	ADJ
bitcs-6082	28	8	in	in	ADP
bitcs-6082	28	9	identifying	identify	VERB
bitcs-6082	28	10	frequent	frequent	ADJ
bitcs-6082	28	11	item	item	NOUN
bitcs-6082	28	12	sets	set	NOUN
bitcs-6082	28	13	,	,	PUNCT
bitcs-6082	28	14	which	which	PRON
bitcs-6082	28	15	are	be	AUX
bitcs-6082	28	16	groups	group	NOUN
bitcs-6082	28	17	of	of	ADP
bitcs-6082	28	18	items	item	NOUN
bitcs-6082	28	19	that	that	PRON
bitcs-6082	28	20	appear	appear	VERB
bitcs-6082	28	21	together	together	ADV
bitcs-6082	28	22	frequently	frequently	ADV
bitcs-6082	28	23	in	in	ADP
bitcs-6082	28	24	transactions	transaction	NOUN
bitcs-6082	28	25	.	.	PUNCT
bitcs-6082	29	1	by	by	ADP
bitcs-6082	29	2	using	use	VERB
bitcs-6082	29	3	the	the	DET
bitcs-6082	29	4	apriori	apriori	ADJ
bitcs-6082	29	5	algorithm	algorithm	NOUN
bitcs-6082	29	6	,	,	PUNCT
bitcs-6082	29	7	researchers	researcher	NOUN
bitcs-6082	29	8	and	and	CCONJ
bitcs-6082	29	9	marketers	marketer	NOUN
bitcs-6082	29	10	can	can	AUX
bitcs-6082	29	11	extract	extract	VERB
bitcs-6082	29	12	valuable	valuable	ADJ
bitcs-6082	29	13	association	association	NOUN
bitcs-6082	29	14	rules	rule	NOUN
bitcs-6082	29	15	that	that	PRON
bitcs-6082	29	16	reveal	reveal	VERB
bitcs-6082	29	17	hidden	hide	VERB
bitcs-6082	29	18	patterns	pattern	NOUN
bitcs-6082	29	19	in	in	ADP
bitcs-6082	29	20	consumer	consumer	NOUN
bitcs-6082	29	21	shopping	shopping	NOUN
bitcs-6082	29	22	habits	habit	NOUN
bitcs-6082	30	1	[	[	X
bitcs-6082	30	2	13	13	NUM
bitcs-6082	30	3	]	]	PUNCT
bitcs-6082	30	4	.	.	PUNCT
bitcs-6082	31	1	market	market	NOUN
bitcs-6082	31	2	basket	basket	NOUN
bitcs-6082	31	3	analysis	analysis	NOUN
bitcs-6082	31	4	,	,	PUNCT
bitcs-6082	31	5	on	on	ADP
bitcs-6082	31	6	the	the	DET
bitcs-6082	31	7	other	other	ADJ
bitcs-6082	31	8	hand	hand	NOUN
bitcs-6082	31	9	,	,	PUNCT
bitcs-6082	31	10	is	be	AUX
bitcs-6082	31	11	a	a	DET
bitcs-6082	31	12	practical	practical	ADJ
bitcs-6082	31	13	application	application	NOUN
bitcs-6082	31	14	of	of	ADP
bitcs-6082	31	15	the	the	DET
bitcs-6082	31	16	apriori	apriori	ADJ
bitcs-6082	31	17	algorithm	algorithm	NOUN
bitcs-6082	31	18	in	in	ADP
bitcs-6082	31	19	retail	retail	NOUN
bitcs-6082	31	20	and	and	CCONJ
bitcs-6082	31	21	e	e	NOUN
bitcs-6082	31	22	-	-	NOUN
bitcs-6082	31	23	commerce	commerce	NOUN
bitcs-6082	31	24	industries	industry	NOUN
bitcs-6082	31	25	.	.	PUNCT
bitcs-6082	32	1	it	it	PRON
bitcs-6082	32	2	involves	involve	VERB
bitcs-6082	32	3	the	the	DET
bitcs-6082	32	4	analysis	analysis	NOUN
bitcs-6082	32	5	of	of	ADP
bitcs-6082	32	6	customer	customer	NOUN
bitcs-6082	32	7	transactions	transaction	NOUN
bitcs-6082	32	8	to	to	PART
bitcs-6082	32	9	identify	identify	VERB
bitcs-6082	32	10	the	the	DET
bitcs-6082	32	11	co	co	NOUN
bitcs-6082	32	12	-	-	NOUN
bitcs-6082	32	13	occurrence	occurrence	NOUN
bitcs-6082	32	14	of	of	ADP
bitcs-6082	32	15	products	product	NOUN
bitcs-6082	32	16	that	that	PRON
bitcs-6082	32	17	tend	tend	VERB
bitcs-6082	32	18	to	to	PART
bitcs-6082	32	19	be	be	AUX
bitcs-6082	32	20	purchased	purchase	VERB
bitcs-6082	32	21	together	together	ADV
bitcs-6082	32	22	[	[	X
bitcs-6082	32	23	14	14	NUM
bitcs-6082	32	24	]	]	PUNCT
bitcs-6082	32	25	.	.	PUNCT
bitcs-6082	33	1	this	this	DET
bitcs-6082	33	2	analysis	analysis	NOUN
bitcs-6082	33	3	provides	provide	VERB
bitcs-6082	33	4	valuable	valuable	ADJ
bitcs-6082	33	5	insights	insight	NOUN
bitcs-6082	33	6	into	into	ADP
bitcs-6082	33	7	crossselling	crossselle	VERB
bitcs-6082	33	8	opportunities	opportunity	NOUN
bitcs-6082	33	9	and	and	CCONJ
bitcs-6082	33	10	enables	enable	VERB
bitcs-6082	33	11	businesses	business	NOUN
bitcs-6082	33	12	to	to	PART
bitcs-6082	33	13	design	design	VERB
bitcs-6082	33	14	effective	effective	ADJ
bitcs-6082	33	15	promotional	promotional	ADJ
bitcs-6082	33	16	strategies	strategy	NOUN
bitcs-6082	33	17	and	and	CCONJ
bitcs-6082	33	18	optimize	optimize	VERB
bitcs-6082	33	19	store	store	NOUN
bitcs-6082	33	20	layouts	layout	NOUN
bitcs-6082	33	21	.	.	PUNCT
bitcs-6082	34	1	in	in	ADP
bitcs-6082	34	2	the	the	DET
bitcs-6082	34	3	context	context	NOUN
bitcs-6082	34	4	of	of	ADP
bitcs-6082	34	5	a	a	DET
bitcs-6082	34	6	kenyan	kenyan	ADJ
bitcs-6082	34	7	supermarket	supermarket	NOUN
bitcs-6082	34	8	,	,	PUNCT
bitcs-6082	34	9	where	where	SCONJ
bitcs-6082	34	10	consumer	consumer	NOUN
bitcs-6082	34	11	behavior	behavior	NOUN
bitcs-6082	34	12	may	may	AUX
bitcs-6082	34	13	be	be	AUX
bitcs-6082	34	14	influenced	influence	VERB
bitcs-6082	34	15	by	by	ADP
bitcs-6082	34	16	cultural	cultural	ADJ
bitcs-6082	34	17	,	,	PUNCT
bitcs-6082	34	18	social	social	ADJ
bitcs-6082	34	19	,	,	PUNCT
bitcs-6082	34	20	and	and	CCONJ
bitcs-6082	34	21	economic	economic	ADJ
bitcs-6082	34	22	factors	factor	NOUN
bitcs-6082	34	23	unique	unique	ADJ
bitcs-6082	34	24	to	to	ADP
bitcs-6082	34	25	the	the	DET
bitcs-6082	34	26	region	region	NOUN
bitcs-6082	34	27	[	[	X
bitcs-6082	34	28	11	11	NUM
bitcs-6082	34	29	]	]	PUNCT
bitcs-6082	34	30	,	,	PUNCT
bitcs-6082	34	31	the	the	DET
bitcs-6082	34	32	combination	combination	NOUN
bitcs-6082	34	33	of	of	ADP
bitcs-6082	34	34	the	the	DET
bitcs-6082	34	35	apriori	apriori	ADJ
bitcs-6082	34	36	algorithm	algorithm	NOUN
bitcs-6082	34	37	and	and	CCONJ
bitcs-6082	34	38	market	market	NOUN
bitcs-6082	34	39	basket	basket	NOUN
bitcs-6082	34	40	analysis	analysis	NOUN
bitcs-6082	34	41	presents	present	VERB
bitcs-6082	34	42	an	an	DET
bitcs-6082	34	43	excellent	excellent	ADJ
bitcs-6082	34	44	opportunity	opportunity	NOUN
bitcs-6082	34	45	to	to	PART
bitcs-6082	34	46	uncover	uncover	VERB
bitcs-6082	34	47	meaningful	meaningful	ADJ
bitcs-6082	34	48	patterns	pattern	NOUN
bitcs-6082	34	49	in	in	ADP
bitcs-6082	34	50	consumer	consumer	NOUN
bitcs-6082	34	51	buying	buying	NOUN
bitcs-6082	34	52	behavior	behavior	NOUN
bitcs-6082	34	53	.	.	PUNCT
bitcs-6082	35	1	understanding	understanding	NOUN
bitcs-6082	35	2	which	which	DET
bitcs-6082	35	3	products	product	NOUN
bitcs-6082	35	4	are	be	AUX
bitcs-6082	35	5	frequently	frequently	ADV
bitcs-6082	35	6	purchased	purchase	VERB
bitcs-6082	35	7	together	together	ADV
bitcs-6082	35	8	can	can	AUX
bitcs-6082	35	9	help	help	VERB
bitcs-6082	35	10	the	the	DET
bitcs-6082	35	11	supermarket	supermarket	NOUN
bitcs-6082	35	12	enhance	enhance	NOUN
bitcs-6082	35	13	product	product	NOUN
bitcs-6082	35	14	bundling	bundle	VERB
bitcs-6082	35	15	,	,	PUNCT
bitcs-6082	35	16	offer	offer	VERB
bitcs-6082	35	17	personalized	personalized	ADJ
bitcs-6082	35	18	recommendations	recommendation	NOUN
bitcs-6082	35	19	,	,	PUNCT
bitcs-6082	35	20	and	and	CCONJ
bitcs-6082	35	21	optimize	optimize	VERB
bitcs-6082	35	22	inventory	inventory	NOUN
bitcs-6082	35	23	management	management	NOUN
bitcs-6082	35	24	.	.	PUNCT
bitcs-6082	36	1	several	several	ADJ
bitcs-6082	36	2	studies	study	NOUN
bitcs-6082	36	3	have	have	AUX
bitcs-6082	36	4	successfully	successfully	ADV
bitcs-6082	36	5	applied	apply	VERB
bitcs-6082	36	6	the	the	DET
bitcs-6082	36	7	apriori	apriori	ADJ
bitcs-6082	36	8	algorithm	algorithm	NOUN
bitcs-6082	36	9	and	and	CCONJ
bitcs-6082	36	10	market	market	NOUN
bitcs-6082	36	11	basket	basket	NOUN
bitcs-6082	36	12	analysis	analysis	NOUN
bitcs-6082	36	13	to	to	PART
bitcs-6082	36	14	investigate	investigate	VERB
bitcs-6082	36	15	consumer	consumer	NOUN
bitcs-6082	36	16	buying	buying	NOUN
bitcs-6082	36	17	patterns	pattern	NOUN
bitcs-6082	36	18	in	in	ADP
bitcs-6082	36	19	various	various	ADJ
bitcs-6082	36	20	retail	retail	ADJ
bitcs-6082	36	21	settings	setting	NOUN
bitcs-6082	36	22	worldwide	worldwide	ADV
bitcs-6082	36	23	.	.	PUNCT
bitcs-6082	37	1	similar	similar	ADJ
bitcs-6082	37	2	research	research	NOUN
bitcs-6082	37	3	has	have	AUX
bitcs-6082	37	4	been	be	AUX
bitcs-6082	37	5	conducted	conduct	VERB
bitcs-6082	37	6	in	in	ADP
bitcs-6082	37	7	supermarkets	supermarket	NOUN
bitcs-6082	37	8	,	,	PUNCT
bitcs-6082	37	9	grocery	grocery	NOUN
bitcs-6082	37	10	stores	store	NOUN
bitcs-6082	37	11	,	,	PUNCT
bitcs-6082	37	12	online	online	ADJ
bitcs-6082	37	13	shopping	shopping	NOUN
bitcs-6082	37	14	platforms	platform	NOUN
bitcs-6082	37	15	,	,	PUNCT
bitcs-6082	37	16	and	and	CCONJ
bitcs-6082	37	17	other	other	ADJ
bitcs-6082	37	18	retail	retail	ADJ
bitcs-6082	37	19	environments	environment	NOUN
bitcs-6082	37	20	to	to	PART
bitcs-6082	37	21	explore	explore	VERB
bitcs-6082	37	22	consumer	consumer	NOUN
bitcs-6082	37	23	preferences	preference	NOUN
bitcs-6082	37	24	and	and	CCONJ
bitcs-6082	37	25	optimize	optimize	VERB
bitcs-6082	37	26	business	business	NOUN
bitcs-6082	37	27	strategies	strategy	NOUN
bitcs-6082	37	28	.	.	PUNCT
bitcs-6082	38	1	for	for	ADP
bitcs-6082	38	2	instance	instance	NOUN
bitcs-6082	38	3	,	,	PUNCT
bitcs-6082	38	4	in	in	ADP
bitcs-6082	38	5	a	a	DET
bitcs-6082	38	6	study	study	NOUN
bitcs-6082	38	7	conducted	conduct	VERB
bitcs-6082	38	8	by	by	ADP
bitcs-6082	38	9	xie	xie	PROPN
bitcs-6082	38	10	,	,	PUNCT
bitcs-6082	38	11	[	[	X
bitcs-6082	38	12	22	22	NUM
bitcs-6082	38	13	]	]	PUNCT
bitcs-6082	38	14	in	in	ADP
bitcs-6082	38	15	a	a	DET
bitcs-6082	38	16	chinese	chinese	ADJ
bitcs-6082	38	17	supermarket	supermarket	NOUN
bitcs-6082	38	18	,	,	PUNCT
bitcs-6082	38	19	the	the	DET
bitcs-6082	38	20	apriori	apriori	ADJ
bitcs-6082	38	21	algorithm	algorithm	NOUN
bitcs-6082	38	22	was	be	AUX
bitcs-6082	38	23	employed	employ	VERB
bitcs-6082	38	24	to	to	PART
bitcs-6082	38	25	analyze	analyze	VERB
bitcs-6082	38	26	transactional	transactional	ADJ
bitcs-6082	38	27	data	datum	NOUN
bitcs-6082	38	28	and	and	CCONJ
bitcs-6082	38	29	identify	identify	VERB
bitcs-6082	38	30	significant	significant	ADJ
bitcs-6082	38	31	association	association	NOUN
bitcs-6082	38	32	rules	rule	NOUN
bitcs-6082	38	33	.	.	PUNCT
bitcs-6082	39	1	the	the	DET
bitcs-6082	39	2	findings	finding	NOUN
bitcs-6082	39	3	revealed	reveal	VERB
bitcs-6082	39	4	interesting	interesting	ADJ
bitcs-6082	39	5	patterns	pattern	NOUN
bitcs-6082	39	6	in	in	ADP
bitcs-6082	39	7	consumer	consumer	NOUN
bitcs-6082	39	8	shopping	shopping	NOUN
bitcs-6082	39	9	behavior	behavior	NOUN
bitcs-6082	39	10	,	,	PUNCT
bitcs-6082	39	11	leading	lead	VERB
bitcs-6082	39	12	to	to	ADP
bitcs-6082	39	13	improved	improved	ADJ
bitcs-6082	39	14	store	store	NOUN
bitcs-6082	39	15	layouts	layout	NOUN
bitcs-6082	39	16	and	and	CCONJ
bitcs-6082	39	17	targeted	target	VERB
bitcs-6082	39	18	marketing	marketing	NOUN
bitcs-6082	39	19	campaigns	campaign	NOUN
bitcs-6082	39	20	.	.	PUNCT
bitcs-6082	40	1	additionally	additionally	ADV
bitcs-6082	40	2	,	,	PUNCT
bitcs-6082	40	3	a	a	DET
bitcs-6082	40	4	study	study	NOUN
bitcs-6082	40	5	by	by	ADP
bitcs-6082	40	6	ünvan	ünvan	PROPN
bitcs-6082	40	7	,	,	PUNCT
bitcs-6082	40	8	[	[	X
bitcs-6082	40	9	20	20	NUM
bitcs-6082	40	10	]	]	PUNCT
bitcs-6082	40	11	applied	apply	VERB
bitcs-6082	40	12	market	market	NOUN
bitcs-6082	40	13	basket	basket	NOUN
bitcs-6082	40	14	analysis	analysis	NOUN
bitcs-6082	40	15	to	to	ADP
bitcs-6082	40	16	e	e	NOUN
bitcs-6082	40	17	-	-	NOUN
bitcs-6082	40	18	commerce	commerce	NOUN
bitcs-6082	40	19	data	datum	NOUN
bitcs-6082	40	20	in	in	ADP
bitcs-6082	40	21	the	the	DET
bitcs-6082	40	22	united	united	PROPN
bitcs-6082	40	23	states	states	PROPN
bitcs-6082	40	24	,	,	PUNCT
bitcs-6082	40	25	shedding	shed	VERB
bitcs-6082	40	26	light	light	NOUN
bitcs-6082	40	27	on	on	ADP
bitcs-6082	40	28	product	product	NOUN
bitcs-6082	40	29	affinities	affinity	NOUN
bitcs-6082	40	30	and	and	CCONJ
bitcs-6082	40	31	uncovering	uncover	VERB
bitcs-6082	40	32	opportunities	opportunity	NOUN
bitcs-6082	40	33	for	for	ADP
bitcs-6082	40	34	cross	cross	ADJ
bitcs-6082	40	35	-	-	ADJ
bitcs-6082	40	36	selling	sell	VERB
bitcs-6082	40	37	and	and	CCONJ
bitcs-6082	40	38	upselling	upselling	NOUN
bitcs-6082	40	39	.	.	PUNCT
bitcs-6082	41	1	the	the	DET
bitcs-6082	41	2	comparative	comparative	ADJ
bitcs-6082	41	3	study	study	NOUN
bitcs-6082	41	4	by	by	ADP
bitcs-6082	41	5	chen	chen	PROPN
bitcs-6082	41	6	&	&	CCONJ
bitcs-6082	41	7	zhang	zhang	PROPN
bitcs-6082	41	8	,	,	PUNCT
bitcs-6082	41	9	[	[	X
bitcs-6082	41	10	4	4	X
bitcs-6082	41	11	]	]	PUNCT
bitcs-6082	41	12	evaluated	evaluate	VERB
bitcs-6082	41	13	the	the	DET
bitcs-6082	41	14	performance	performance	NOUN
bitcs-6082	41	15	of	of	ADP
bitcs-6082	41	16	the	the	DET
bitcs-6082	41	17	apriori	apriori	NOUN
bitcs-6082	41	18	and	and	CCONJ
bitcs-6082	41	19	fpgrowth	fpgrowth	NOUN
bitcs-6082	41	20	algorithms	algorithm	NOUN
bitcs-6082	41	21	in	in	ADP
bitcs-6082	41	22	market	market	NOUN
bitcs-6082	41	23	basket	basket	NOUN
bitcs-6082	41	24	analysis	analysis	NOUN
bitcs-6082	41	25	.	.	PUNCT
bitcs-6082	42	1	chen	chen	PROPN
bitcs-6082	42	2	and	and	CCONJ
bitcs-6082	42	3	zhang	zhang	PROPN
bitcs-6082	42	4	analyze	analyze	VERB
bitcs-6082	42	5	their	their	PRON
bitcs-6082	42	6	efficiency	efficiency	NOUN
bitcs-6082	42	7	,	,	PUNCT
bitcs-6082	42	8	scalability	scalability	NOUN
bitcs-6082	42	9	,	,	PUNCT
bitcs-6082	42	10	and	and	CCONJ
bitcs-6082	42	11	ability	ability	NOUN
bitcs-6082	42	12	to	to	PART
bitcs-6082	42	13	reveal	reveal	VERB
bitcs-6082	42	14	consumer	consumer	NOUN
bitcs-6082	42	15	buying	buying	NOUN
bitcs-6082	42	16	patterns	pattern	NOUN
bitcs-6082	42	17	,	,	PUNCT
bitcs-6082	42	18	shedding	shed	VERB
bitcs-6082	42	19	light	light	NOUN
bitcs-6082	42	20	on	on	ADP
bitcs-6082	42	21	the	the	DET
bitcs-6082	42	22	strengths	strength	NOUN
bitcs-6082	42	23	and	and	CCONJ
bitcs-6082	42	24	weaknesses	weakness	NOUN
bitcs-6082	42	25	of	of	ADP
bitcs-6082	42	26	each	each	DET
bitcs-6082	42	27	method	method	NOUN
bitcs-6082	42	28	[	[	X
bitcs-6082	42	29	4	4	NUM
bitcs-6082	42	30	]	]	PUNCT
bitcs-6082	42	31	.	.	PUNCT
bitcs-6082	43	1	li	li	PROPN
bitcs-6082	43	2	and	and	CCONJ
bitcs-6082	43	3	tan	tan	PROPN
bitcs-6082	43	4	conducted	conduct	VERB
bitcs-6082	43	5	a	a	DET
bitcs-6082	43	6	review	review	NOUN
bitcs-6082	43	7	of	of	ADP
bitcs-6082	43	8	sequential	sequential	ADJ
bitcs-6082	43	9	pattern	pattern	NOUN
bitcs-6082	43	10	mining	mining	NOUN
bitcs-6082	43	11	techniques	technique	NOUN
bitcs-6082	43	12	in	in	ADP
bitcs-6082	43	13	market	market	NOUN
bitcs-6082	43	14	basket	basket	NOUN
bitcs-6082	43	15	analysis	analysis	NOUN
bitcs-6082	43	16	.	.	PUNCT
bitcs-6082	44	1	the	the	DET
bitcs-6082	44	2	study	study	NOUN
bitcs-6082	44	3	discussed	discuss	VERB
bitcs-6082	44	4	the	the	DET
bitcs-6082	44	5	limitations	limitation	NOUN
bitcs-6082	44	6	of	of	ADP
bitcs-6082	44	7	traditional	traditional	ADJ
bitcs-6082	44	8	association	association	NOUN
bitcs-6082	44	9	rule	rule	NOUN
bitcs-6082	44	10	mining	mining	NOUN
bitcs-6082	44	11	and	and	CCONJ
bitcs-6082	44	12	highlights	highlight	NOUN
bitcs-6082	44	13	the	the	DET
bitcs-6082	44	14	importance	importance	NOUN
bitcs-6082	44	15	of	of	ADP
bitcs-6082	44	16	considering	consider	VERB
bitcs-6082	44	17	the	the	DET
bitcs-6082	44	18	temporal	temporal	ADJ
bitcs-6082	44	19	order	order	NOUN
bitcs-6082	44	20	of	of	ADP
bitcs-6082	44	21	transactions	transaction	NOUN
bitcs-6082	44	22	to	to	PART
bitcs-6082	44	23	capture	capture	VERB
bitcs-6082	44	24	consumer	consumer	NOUN
bitcs-6082	44	25	buying	buying	NOUN
bitcs-6082	44	26	patterns	pattern	NOUN
bitcs-6082	44	27	effectively	effectively	ADV
bitcs-6082	44	28	[	[	X
bitcs-6082	44	29	9	9	NUM
bitcs-6082	44	30	]	]	PUNCT
bitcs-6082	44	31	.	.	PUNCT
bitcs-6082	45	1	in	in	ADP
bitcs-6082	45	2	their	their	PRON
bitcs-6082	45	3	survey	survey	NOUN
bitcs-6082	45	4	paper	paper	NOUN
bitcs-6082	45	5	,	,	PUNCT
bitcs-6082	45	6	fournier	fournier	NOUN
bitcs-6082	45	7	-	-	PUNCT
bitcs-6082	45	8	viger	viger	NOUN
bitcs-6082	45	9	et	et	PROPN
bitcs-6082	45	10	al	al	PROPN
bitcs-6082	45	11	.	.	PUNCT
bitcs-6082	46	1	[	[	X
bitcs-6082	46	2	18	18	NUM
bitcs-6082	46	3	]	]	PUNCT
bitcs-6082	46	4	present	present	NOUN
bitcs-6082	46	5	an	an	DET
bitcs-6082	46	6	in	in	ADP
bitcs-6082	46	7	-	-	PUNCT
bitcs-6082	46	8	depth	depth	NOUN
bitcs-6082	46	9	analysis	analysis	NOUN
bitcs-6082	46	10	of	of	ADP
bitcs-6082	46	11	apriori	apriori	ADV
bitcs-6082	46	12	-	-	PUNCT
bitcs-6082	46	13	based	base	VERB
bitcs-6082	46	14	algorithms	algorithm	NOUN
bitcs-6082	46	15	for	for	ADP
bitcs-6082	46	16	frequent	frequent	ADJ
bitcs-6082	46	17	itemset	itemset	NOUN
bitcs-6082	46	18	mining	mining	NOUN
bitcs-6082	46	19	,	,	PUNCT
bitcs-6082	46	20	including	include	VERB
bitcs-6082	46	21	their	their	PRON
bitcs-6082	46	22	applications	application	NOUN
bitcs-6082	46	23	in	in	ADP
bitcs-6082	46	24	uncovering	uncover	VERB
bitcs-6082	46	25	consumer	consumer	NOUN
bitcs-6082	46	26	buying	buying	NOUN
bitcs-6082	46	27	patterns	pattern	NOUN
bitcs-6082	46	28	.	.	PUNCT
bitcs-6082	47	1	the	the	DET
bitcs-6082	47	2	research	research	NOUN
bitcs-6082	47	3	discussed	discuss	VERB
bitcs-6082	47	4	various	various	ADJ
bitcs-6082	47	5	modifications	modification	NOUN
bitcs-6082	47	6	and	and	CCONJ
bitcs-6082	47	7	improvements	improvement	NOUN
bitcs-6082	47	8	to	to	ADP
bitcs-6082	47	9	the	the	DET
bitcs-6082	47	10	apriori	apriori	ADJ
bitcs-6082	47	11	algorithm	algorithm	NOUN
bitcs-6082	47	12	and	and	CCONJ
bitcs-6082	47	13	vol	vol	NOUN
bitcs-6082	47	14	.	.	PROPN
bitcs-6082	47	15	5	5	NUM
bitcs-6082	47	16	,	,	PUNCT
bitcs-6082	47	17	no.2	no.2	PROPN
bitcs-6082	47	18	june	june	PROPN
bitcs-6082	47	19	2024	2024	NUM
bitcs-6082	47	20	|	|	ADV
bitcs-6082	47	21	53	53	NUM
bitcs-6082	47	22	their	their	PRON
bitcs-6082	47	23	impact	impact	NOUN
bitcs-6082	47	24	on	on	ADP
bitcs-6082	47	25	market	market	NOUN
bitcs-6082	47	26	basket	basket	NOUN
bitcs-6082	47	27	analysis	analysis	NOUN
bitcs-6082	47	28	.	.	PUNCT
bitcs-6082	48	1	zhang	zhang	PROPN
bitcs-6082	48	2	and	and	CCONJ
bitcs-6082	48	3	liu	liu	PROPN
bitcs-6082	49	1	[	[	X
bitcs-6082	49	2	19	19	NUM
bitcs-6082	49	3	]	]	PUNCT
bitcs-6082	49	4	proposed	propose	VERB
bitcs-6082	49	5	an	an	DET
bitcs-6082	49	6	improved	improved	ADJ
bitcs-6082	49	7	version	version	NOUN
bitcs-6082	49	8	of	of	ADP
bitcs-6082	49	9	the	the	DET
bitcs-6082	49	10	apriori	apriori	ADJ
bitcs-6082	49	11	algorithm	algorithm	NOUN
bitcs-6082	49	12	to	to	ADP
bitcs-6082	49	13	mine	mine	NOUN
bitcs-6082	49	14	consumer	consumer	NOUN
bitcs-6082	49	15	buying	buying	NOUN
bitcs-6082	49	16	patterns	pattern	NOUN
bitcs-6082	49	17	.	.	PUNCT
bitcs-6082	50	1	the	the	DET
bitcs-6082	50	2	study	study	NOUN
bitcs-6082	50	3	demonstrated	demonstrate	VERB
bitcs-6082	50	4	how	how	SCONJ
bitcs-6082	50	5	this	this	DET
bitcs-6082	50	6	modification	modification	NOUN
bitcs-6082	50	7	enhances	enhance	VERB
bitcs-6082	50	8	the	the	DET
bitcs-6082	50	9	efficiency	efficiency	NOUN
bitcs-6082	50	10	and	and	CCONJ
bitcs-6082	50	11	effectiveness	effectiveness	NOUN
bitcs-6082	50	12	of	of	ADP
bitcs-6082	50	13	market	market	NOUN
bitcs-6082	50	14	basket	basket	NOUN
bitcs-6082	50	15	analysis	analysis	NOUN
bitcs-6082	50	16	,	,	PUNCT
bitcs-6082	50	17	enabling	enable	VERB
bitcs-6082	50	18	businesses	business	NOUN
bitcs-6082	50	19	to	to	PART
bitcs-6082	50	20	gain	gain	VERB
bitcs-6082	50	21	valuable	valuable	ADJ
bitcs-6082	50	22	insights	insight	NOUN
bitcs-6082	50	23	into	into	ADP
bitcs-6082	50	24	consumer	consumer	NOUN
bitcs-6082	50	25	preferences	preference	NOUN
bitcs-6082	50	26	and	and	CCONJ
bitcs-6082	50	27	behavior	behavior	NOUN
bitcs-6082	50	28	.	.	PUNCT
bitcs-6082	51	1	smith	smith	PROPN
bitcs-6082	51	2	&	&	CCONJ
bitcs-6082	51	3	johnson	johnson	PROPN
bitcs-6082	51	4	,	,	PUNCT
bitcs-6082	51	5	[	[	X
bitcs-6082	51	6	14	14	NUM
bitcs-6082	51	7	]	]	PUNCT
bitcs-6082	51	8	study	study	NOUN
bitcs-6082	51	9	explored	explore	VERB
bitcs-6082	51	10	the	the	DET
bitcs-6082	51	11	application	application	NOUN
bitcs-6082	51	12	of	of	ADP
bitcs-6082	51	13	the	the	DET
bitcs-6082	51	14	apriori	apriori	ADJ
bitcs-6082	51	15	algorithm	algorithm	NOUN
bitcs-6082	51	16	in	in	ADP
bitcs-6082	51	17	retail	retail	ADJ
bitcs-6082	51	18	settings	setting	NOUN
bitcs-6082	51	19	to	to	PART
bitcs-6082	51	20	identify	identify	VERB
bitcs-6082	51	21	consumer	consumer	NOUN
bitcs-6082	51	22	buying	buying	NOUN
bitcs-6082	51	23	patterns	pattern	NOUN
bitcs-6082	51	24	.	.	PUNCT
bitcs-6082	52	1	the	the	DET
bitcs-6082	52	2	research	research	NOUN
bitcs-6082	52	3	demonstrated	demonstrate	VERB
bitcs-6082	52	4	how	how	SCONJ
bitcs-6082	52	5	the	the	DET
bitcs-6082	52	6	algorithm	algorithm	NOUN
bitcs-6082	52	7	efficiently	efficiently	ADV
bitcs-6082	52	8	generates	generate	VERB
bitcs-6082	52	9	frequent	frequent	ADJ
bitcs-6082	52	10	item	item	NOUN
bitcs-6082	52	11	sets	set	NOUN
bitcs-6082	52	12	and	and	CCONJ
bitcs-6082	52	13	association	association	NOUN
bitcs-6082	52	14	rules	rule	NOUN
bitcs-6082	52	15	,	,	PUNCT
bitcs-6082	52	16	providing	provide	VERB
bitcs-6082	52	17	valuable	valuable	ADJ
bitcs-6082	52	18	insights	insight	NOUN
bitcs-6082	52	19	into	into	ADP
bitcs-6082	52	20	consumer	consumer	NOUN
bitcs-6082	52	21	behavior	behavior	NOUN
bitcs-6082	52	22	in	in	ADP
bitcs-6082	52	23	the	the	DET
bitcs-6082	52	24	retail	retail	ADJ
bitcs-6082	52	25	industry	industry	NOUN
bitcs-6082	52	26	while	while	SCONJ
bitcs-6082	52	27	wang	wang	PROPN
bitcs-6082	52	28	and	and	CCONJ
bitcs-6082	52	29	lee	lee	PROPN
bitcs-6082	52	30	investigated	investigate	VERB
bitcs-6082	52	31	the	the	DET
bitcs-6082	52	32	utilization	utilization	NOUN
bitcs-6082	52	33	of	of	ADP
bitcs-6082	52	34	market	market	NOUN
bitcs-6082	52	35	basket	basket	NOUN
bitcs-6082	52	36	analysis	analysis	NOUN
bitcs-6082	52	37	and	and	CCONJ
bitcs-6082	52	38	big	big	ADJ
bitcs-6082	52	39	data	datum	NOUN
bitcs-6082	52	40	techniques	technique	NOUN
bitcs-6082	52	41	to	to	PART
bitcs-6082	52	42	uncover	uncover	VERB
bitcs-6082	52	43	consumer	consumer	NOUN
bitcs-6082	52	44	buying	buying	NOUN
bitcs-6082	52	45	patterns	pattern	NOUN
bitcs-6082	52	46	in	in	ADP
bitcs-6082	52	47	e	e	NOUN
bitcs-6082	52	48	-	-	NOUN
bitcs-6082	52	49	commerce	commerce	NOUN
bitcs-6082	52	50	.	.	PUNCT
bitcs-6082	53	1	the	the	DET
bitcs-6082	53	2	study	study	NOUN
bitcs-6082	53	3	highlighted	highlight	VERB
bitcs-6082	53	4	the	the	DET
bitcs-6082	53	5	advantages	advantage	NOUN
bitcs-6082	53	6	of	of	ADP
bitcs-6082	53	7	using	use	VERB
bitcs-6082	53	8	these	these	DET
bitcs-6082	53	9	data	datum	NOUN
bitcs-6082	53	10	mining	mining	NOUN
bitcs-6082	53	11	techniques	technique	NOUN
bitcs-6082	53	12	in	in	ADP
bitcs-6082	53	13	the	the	DET
bitcs-6082	53	14	digital	digital	ADJ
bitcs-6082	53	15	retail	retail	ADJ
bitcs-6082	53	16	context	context	NOUN
bitcs-6082	53	17	to	to	PART
bitcs-6082	53	18	enhance	enhance	VERB
bitcs-6082	53	19	marketing	marketing	NOUN
bitcs-6082	53	20	strategies	strategy	NOUN
bitcs-6082	53	21	and	and	CCONJ
bitcs-6082	53	22	customer	customer	NOUN
bitcs-6082	53	23	experience	experience	NOUN
bitcs-6082	53	24	[	[	X
bitcs-6082	53	25	21	21	NUM
bitcs-6082	53	26	]	]	PUNCT
bitcs-6082	53	27	.	.	PUNCT
bitcs-6082	54	1	according	accord	VERB
bitcs-6082	54	2	to	to	ADP
bitcs-6082	54	3	sornalakshmi	sornalakshmi	NOUN
bitcs-6082	54	4	et	et	PROPN
bitcs-6082	54	5	al	al	PROPN
bitcs-6082	54	6	.	.	PUNCT
bitcs-6082	55	1	[	[	X
bitcs-6082	55	2	17	17	NUM
bitcs-6082	55	3	]	]	PUNCT
bitcs-6082	55	4	,	,	PUNCT
bitcs-6082	55	5	the	the	DET
bitcs-6082	55	6	utilization	utilization	NOUN
bitcs-6082	55	7	of	of	ADP
bitcs-6082	55	8	the	the	DET
bitcs-6082	55	9	apriori	apriori	ADJ
bitcs-6082	55	10	algorithm	algorithm	NOUN
bitcs-6082	55	11	in	in	ADP
bitcs-6082	55	12	market	market	NOUN
bitcs-6082	55	13	basket	basket	NOUN
bitcs-6082	55	14	analysis	analysis	NOUN
bitcs-6082	55	15	offers	offer	VERB
bitcs-6082	55	16	several	several	ADJ
bitcs-6082	55	17	benefits	benefit	NOUN
bitcs-6082	55	18	.	.	PUNCT
bitcs-6082	56	1	first	first	ADV
bitcs-6082	56	2	,	,	PUNCT
bitcs-6082	56	3	it	it	PRON
bitcs-6082	56	4	efficiently	efficiently	ADV
bitcs-6082	56	5	generates	generate	VERB
bitcs-6082	56	6	frequent	frequent	ADJ
bitcs-6082	56	7	item	item	NOUN
bitcs-6082	56	8	sets	set	NOUN
bitcs-6082	56	9	through	through	ADP
bitcs-6082	56	10	the	the	DET
bitcs-6082	56	11	elimination	elimination	NOUN
bitcs-6082	56	12	of	of	ADP
bitcs-6082	56	13	infrequent	infrequent	ADJ
bitcs-6082	56	14	item	item	NOUN
bitcs-6082	56	15	sets	set	NOUN
bitcs-6082	56	16	,	,	PUNCT
bitcs-6082	56	17	resulting	result	VERB
bitcs-6082	56	18	in	in	ADP
bitcs-6082	56	19	reduced	reduced	ADJ
bitcs-6082	56	20	computational	computational	ADJ
bitcs-6082	56	21	complexity	complexity	NOUN
bitcs-6082	56	22	.	.	PUNCT
bitcs-6082	57	1	additionally	additionally	ADV
bitcs-6082	57	2	,	,	PUNCT
bitcs-6082	57	3	it	it	PRON
bitcs-6082	57	4	effectively	effectively	ADV
bitcs-6082	57	5	derives	derive	VERB
bitcs-6082	57	6	association	association	NOUN
bitcs-6082	57	7	rules	rule	NOUN
bitcs-6082	57	8	from	from	ADP
bitcs-6082	57	9	frequent	frequent	ADJ
bitcs-6082	57	10	item	item	NOUN
bitcs-6082	57	11	sets	set	NOUN
bitcs-6082	57	12	,	,	PUNCT
bitcs-6082	57	13	allowing	allow	VERB
bitcs-6082	57	14	businesses	business	NOUN
bitcs-6082	57	15	to	to	PART
bitcs-6082	57	16	discern	discern	VERB
bitcs-6082	57	17	significant	significant	ADJ
bitcs-6082	57	18	relationships	relationship	NOUN
bitcs-6082	57	19	among	among	ADP
bitcs-6082	57	20	items	item	NOUN
bitcs-6082	57	21	.	.	PUNCT
bitcs-6082	58	1	furthermore	furthermore	ADV
bitcs-6082	58	2	,	,	PUNCT
bitcs-6082	58	3	the	the	DET
bitcs-6082	58	4	apriori	apriori	ADJ
bitcs-6082	58	5	algorithm	algorithm	NOUN
bitcs-6082	58	6	is	be	AUX
bitcs-6082	58	7	widely	widely	ADV
bitcs-6082	58	8	embraced	embrace	VERB
bitcs-6082	58	9	in	in	ADP
bitcs-6082	58	10	retail	retail	NOUN
bitcs-6082	58	11	for	for	ADP
bitcs-6082	58	12	market	market	NOUN
bitcs-6082	58	13	basket	basket	NOUN
bitcs-6082	58	14	analysis	analysis	NOUN
bitcs-6082	58	15	and	and	CCONJ
bitcs-6082	58	16	has	have	AUX
bitcs-6082	58	17	proven	prove	VERB
bitcs-6082	58	18	its	its	PRON
bitcs-6082	58	19	effectiveness	effectiveness	NOUN
bitcs-6082	58	20	in	in	ADP
bitcs-6082	58	21	revealing	reveal	VERB
bitcs-6082	58	22	purchasing	purchasing	NOUN
bitcs-6082	58	23	patterns	pattern	NOUN
bitcs-6082	58	24	.	.	PUNCT
bitcs-6082	59	1	its	its	PRON
bitcs-6082	59	2	simple	simple	ADJ
bitcs-6082	59	3	approach	approach	NOUN
bitcs-6082	59	4	and	and	CCONJ
bitcs-6082	59	5	intuitive	intuitive	ADJ
bitcs-6082	59	6	nature	nature	NOUN
bitcs-6082	59	7	also	also	ADV
bitcs-6082	59	8	facilitate	facilitate	VERB
bitcs-6082	59	9	relatively	relatively	ADV
bitcs-6082	59	10	straightforward	straightforward	ADJ
bitcs-6082	59	11	implementation	implementation	NOUN
bitcs-6082	59	12	in	in	ADP
bitcs-6082	59	13	various	various	ADJ
bitcs-6082	59	14	programming	programming	NOUN
bitcs-6082	59	15	languages	language	NOUN
bitcs-6082	59	16	.	.	PUNCT
bitcs-6082	60	1	moreover	moreover	ADV
bitcs-6082	60	2	,	,	PUNCT
bitcs-6082	60	3	the	the	DET
bitcs-6082	60	4	algorithm	algorithm	NOUN
bitcs-6082	60	5	's	's	PART
bitcs-6082	60	6	scalability	scalability	NOUN
bitcs-6082	60	7	permits	permit	VERB
bitcs-6082	60	8	its	its	PRON
bitcs-6082	60	9	application	application	NOUN
bitcs-6082	60	10	to	to	ADP
bitcs-6082	60	11	vast	vast	ADJ
bitcs-6082	60	12	transactional	transactional	ADJ
bitcs-6082	60	13	databases	database	NOUN
bitcs-6082	60	14	,	,	PUNCT
bitcs-6082	60	15	making	make	VERB
bitcs-6082	60	16	it	it	PRON
bitcs-6082	60	17	well	well	ADV
bitcs-6082	60	18	-	-	PUNCT
bitcs-6082	60	19	suited	suit	VERB
bitcs-6082	60	20	for	for	ADP
bitcs-6082	60	21	analyzing	analyze	VERB
bitcs-6082	60	22	extensive	extensive	ADJ
bitcs-6082	60	23	retail	retail	ADJ
bitcs-6082	60	24	datasets	dataset	NOUN
bitcs-6082	60	25	[	[	X
bitcs-6082	60	26	17	17	NUM
bitcs-6082	60	27	]	]	PUNCT
bitcs-6082	60	28	.	.	PUNCT
bitcs-6082	61	1	the	the	DET
bitcs-6082	61	2	apriori	apriori	PROPN
bitcs-6082	61	3	algorithm	algorithm	NOUN
bitcs-6082	61	4	's	's	PART
bitcs-6082	61	5	generation	generation	NOUN
bitcs-6082	61	6	of	of	ADP
bitcs-6082	61	7	candidate	candidate	NOUN
bitcs-6082	61	8	item	item	NOUN
bitcs-6082	61	9	sets	set	VERB
bitcs-6082	61	10	results	result	NOUN
bitcs-6082	61	11	in	in	ADP
bitcs-6082	61	12	a	a	DET
bitcs-6082	61	13	combinatorial	combinatorial	ADJ
bitcs-6082	61	14	explosion	explosion	NOUN
bitcs-6082	61	15	,	,	PUNCT
bitcs-6082	61	16	leading	lead	VERB
bitcs-6082	61	17	to	to	ADP
bitcs-6082	61	18	high	high	ADJ
bitcs-6082	61	19	memory	memory	NOUN
bitcs-6082	61	20	and	and	CCONJ
bitcs-6082	61	21	computational	computational	ADJ
bitcs-6082	61	22	requirements	requirement	NOUN
bitcs-6082	61	23	[	[	X
bitcs-6082	61	24	22	22	NUM
bitcs-6082	61	25	]	]	PUNCT
bitcs-6082	61	26	.	.	PUNCT
bitcs-6082	62	1	this	this	DET
bitcs-6082	62	2	limitation	limitation	NOUN
bitcs-6082	62	3	poses	pose	VERB
bitcs-6082	62	4	challenges	challenge	NOUN
bitcs-6082	62	5	when	when	SCONJ
bitcs-6082	62	6	analyzing	analyze	VERB
bitcs-6082	62	7	large	large	ADJ
bitcs-6082	62	8	transactional	transactional	ADJ
bitcs-6082	62	9	databases	database	NOUN
bitcs-6082	62	10	,	,	PUNCT
bitcs-6082	62	11	causing	cause	VERB
bitcs-6082	62	12	scalability	scalability	NOUN
bitcs-6082	62	13	issues	issue	NOUN
bitcs-6082	62	14	[	[	X
bitcs-6082	62	15	18	18	NUM
bitcs-6082	62	16	]	]	PUNCT
bitcs-6082	62	17	.	.	PUNCT
bitcs-6082	63	1	researchers	researcher	NOUN
bitcs-6082	63	2	have	have	AUX
bitcs-6082	63	3	noted	note	VERB
bitcs-6082	63	4	that	that	SCONJ
bitcs-6082	63	5	multiple	multiple	ADJ
bitcs-6082	63	6	passes	pass	VERB
bitcs-6082	63	7	over	over	ADP
bitcs-6082	63	8	the	the	DET
bitcs-6082	63	9	data	datum	NOUN
bitcs-6082	63	10	may	may	AUX
bitcs-6082	63	11	be	be	AUX
bitcs-6082	63	12	necessary	necessary	ADJ
bitcs-6082	63	13	,	,	PUNCT
bitcs-6082	63	14	making	make	VERB
bitcs-6082	63	15	it	it	PRON
bitcs-6082	63	16	less	less	ADV
bitcs-6082	63	17	efficient	efficient	ADJ
bitcs-6082	63	18	for	for	ADP
bitcs-6082	63	19	big	big	ADJ
bitcs-6082	63	20	data	datum	NOUN
bitcs-6082	63	21	analysis	analysis	NOUN
bitcs-6082	63	22	[	[	X
bitcs-6082	63	23	14	14	NUM
bitcs-6082	63	24	]	]	PUNCT
bitcs-6082	63	25	.	.	PUNCT
bitcs-6082	64	1	given	give	VERB
bitcs-6082	64	2	the	the	DET
bitcs-6082	64	3	growing	grow	VERB
bitcs-6082	64	4	interest	interest	NOUN
bitcs-6082	64	5	in	in	ADP
bitcs-6082	64	6	understanding	understand	VERB
bitcs-6082	64	7	consumer	consumer	NOUN
bitcs-6082	64	8	behavior	behavior	NOUN
bitcs-6082	64	9	and	and	CCONJ
bitcs-6082	64	10	the	the	DET
bitcs-6082	64	11	increasing	increase	VERB
bitcs-6082	64	12	availability	availability	NOUN
bitcs-6082	64	13	of	of	ADP
bitcs-6082	64	14	large	large	ADJ
bitcs-6082	64	15	-	-	PUNCT
bitcs-6082	64	16	scale	scale	NOUN
bitcs-6082	64	17	transactional	transactional	ADJ
bitcs-6082	64	18	data	datum	NOUN
bitcs-6082	64	19	,	,	PUNCT
bitcs-6082	64	20	the	the	DET
bitcs-6082	64	21	use	use	NOUN
bitcs-6082	64	22	of	of	ADP
bitcs-6082	64	23	the	the	DET
bitcs-6082	64	24	apriori	apriori	ADJ
bitcs-6082	64	25	algorithm	algorithm	NOUN
bitcs-6082	64	26	and	and	CCONJ
bitcs-6082	64	27	market	market	NOUN
bitcs-6082	64	28	basket	basket	NOUN
bitcs-6082	64	29	analysis	analysis	NOUN
bitcs-6082	64	30	in	in	ADP
bitcs-6082	64	31	supermarkets	supermarket	NOUN
bitcs-6082	64	32	and	and	CCONJ
bitcs-6082	64	33	retail	retail	NOUN
bitcs-6082	64	34	industries	industry	NOUN
bitcs-6082	64	35	has	have	AUX
bitcs-6082	64	36	become	become	VERB
bitcs-6082	64	37	increasingly	increasingly	ADV
bitcs-6082	64	38	relevant	relevant	ADJ
bitcs-6082	64	39	and	and	CCONJ
bitcs-6082	64	40	valuable	valuable	ADJ
bitcs-6082	64	41	[	[	X
bitcs-6082	64	42	20	20	NUM
bitcs-6082	64	43	]	]	PUNCT
bitcs-6082	64	44	.	.	PUNCT
bitcs-6082	65	1	in	in	ADP
bitcs-6082	65	2	summary	summary	NOUN
bitcs-6082	65	3	,	,	PUNCT
bitcs-6082	65	4	the	the	DET
bitcs-6082	65	5	combination	combination	NOUN
bitcs-6082	65	6	of	of	ADP
bitcs-6082	65	7	the	the	DET
bitcs-6082	65	8	apriori	apriori	ADJ
bitcs-6082	65	9	algorithm	algorithm	NOUN
bitcs-6082	65	10	and	and	CCONJ
bitcs-6082	65	11	market	market	NOUN
bitcs-6082	65	12	basket	basket	NOUN
bitcs-6082	65	13	analysis	analysis	NOUN
bitcs-6082	65	14	offers	offer	VERB
bitcs-6082	65	15	a	a	DET
bitcs-6082	65	16	robust	robust	ADJ
bitcs-6082	65	17	approach	approach	NOUN
bitcs-6082	65	18	to	to	ADP
bitcs-6082	65	19	unearthing	unearth	VERB
bitcs-6082	65	20	meaningful	meaningful	ADJ
bitcs-6082	65	21	insights	insight	NOUN
bitcs-6082	65	22	into	into	ADP
bitcs-6082	65	23	consumer	consumer	NOUN
bitcs-6082	65	24	buying	buying	NOUN
bitcs-6082	65	25	patterns	pattern	NOUN
bitcs-6082	65	26	.	.	PUNCT
bitcs-6082	66	1	by	by	ADP
bitcs-6082	66	2	applying	apply	VERB
bitcs-6082	66	3	this	this	DET
bitcs-6082	66	4	methodology	methodology	NOUN
bitcs-6082	66	5	to	to	ADP
bitcs-6082	66	6	a	a	DET
bitcs-6082	66	7	kenyan	kenyan	ADJ
bitcs-6082	66	8	supermarket	supermarket	NOUN
bitcs-6082	66	9	,	,	PUNCT
bitcs-6082	66	10	we	we	PRON
bitcs-6082	66	11	aim	aim	VERB
bitcs-6082	66	12	to	to	PART
bitcs-6082	66	13	contribute	contribute	VERB
bitcs-6082	66	14	to	to	ADP
bitcs-6082	66	15	the	the	DET
bitcs-6082	66	16	body	body	NOUN
bitcs-6082	66	17	of	of	ADP
bitcs-6082	66	18	knowledge	knowledge	NOUN
bitcs-6082	66	19	on	on	ADP
bitcs-6082	66	20	consumer	consumer	NOUN
bitcs-6082	66	21	behavior	behavior	NOUN
bitcs-6082	66	22	in	in	ADP
bitcs-6082	66	23	the	the	DET
bitcs-6082	66	24	region	region	NOUN
bitcs-6082	66	25	and	and	CCONJ
bitcs-6082	66	26	provide	provide	VERB
bitcs-6082	66	27	actionable	actionable	ADJ
bitcs-6082	66	28	recommendations	recommendation	NOUN
bitcs-6082	66	29	for	for	ADP
bitcs-6082	66	30	the	the	DET
bitcs-6082	66	31	supermarket	supermarket	NOUN
bitcs-6082	66	32	's	's	PART
bitcs-6082	66	33	marketing	marketing	NOUN
bitcs-6082	66	34	and	and	CCONJ
bitcs-6082	66	35	operational	operational	ADJ
bitcs-6082	66	36	strategies	strategy	NOUN
bitcs-6082	66	37	.	.	PUNCT
bitcs-6082	67	1	iii	iii	X
bitcs-6082	67	2	.	.	PROPN
bitcs-6082	67	3	method	method	VERB
bitcs-6082	67	4	the	the	DET
bitcs-6082	67	5	methodology	methodology	NOUN
bitcs-6082	67	6	employed	employ	VERB
bitcs-6082	67	7	involved	involve	VERB
bitcs-6082	67	8	a	a	DET
bitcs-6082	67	9	multi	multi	ADJ
bitcs-6082	67	10	-	-	ADJ
bitcs-6082	67	11	step	step	ADJ
bitcs-6082	67	12	process	process	NOUN
bitcs-6082	67	13	combining	combine	VERB
bitcs-6082	67	14	data	datum	NOUN
bitcs-6082	67	15	collection	collection	NOUN
bitcs-6082	67	16	,	,	PUNCT
bitcs-6082	67	17	data	datum	NOUN
bitcs-6082	67	18	preprocessing	preprocessing	NOUN
bitcs-6082	67	19	,	,	PUNCT
bitcs-6082	67	20	and	and	CCONJ
bitcs-6082	67	21	the	the	DET
bitcs-6082	67	22	application	application	NOUN
bitcs-6082	67	23	of	of	ADP
bitcs-6082	67	24	the	the	DET
bitcs-6082	67	25	apriori	apriori	ADJ
bitcs-6082	67	26	algorithm	algorithm	NOUN
bitcs-6082	67	27	in	in	ADP
bitcs-6082	67	28	market	market	NOUN
bitcs-6082	67	29	basket	basket	NOUN
bitcs-6082	67	30	analysis	analysis	NOUN
bitcs-6082	67	31	.	.	PUNCT
bitcs-6082	68	1	see	see	VERB
bitcs-6082	68	2	fig	fig	NOUN
bitcs-6082	68	3	.	.	PUNCT
bitcs-6082	69	1	1	1	NUM
bitcs-6082	69	2	.	.	NUM
bitcs-6082	69	3	vol	vol	NOUN
bitcs-6082	69	4	.	.	PROPN
bitcs-6082	70	1	5	5	NUM
bitcs-6082	70	2	,	,	PUNCT
bitcs-6082	70	3	no.2	no.2	PROPN
bitcs-6082	70	4	june	june	PROPN
bitcs-6082	70	5	2024	2024	NUM
bitcs-6082	70	6	|	|	ADV
bitcs-6082	70	7	54	54	NUM
bitcs-6082	70	8	fig	fig	NOUN
bitcs-6082	70	9	.	.	PUNCT
bitcs-6082	71	1	1	1	NUM
bitcs-6082	71	2	:	:	PUNCT
bitcs-6082	71	3	study	study	NOUN
bitcs-6082	71	4	method	method	NOUN
bitcs-6082	71	5	1	1	NUM
bitcs-6082	71	6	.	.	PUNCT
bitcs-6082	71	7	data	datum	NOUN
bitcs-6082	71	8	collection	collection	NOUN
bitcs-6082	71	9	the	the	DET
bitcs-6082	71	10	first	first	ADJ
bitcs-6082	71	11	step	step	NOUN
bitcs-6082	71	12	in	in	ADP
bitcs-6082	71	13	this	this	DET
bitcs-6082	71	14	study	study	NOUN
bitcs-6082	71	15	was	be	AUX
bitcs-6082	71	16	the	the	DET
bitcs-6082	71	17	collection	collection	NOUN
bitcs-6082	71	18	of	of	ADP
bitcs-6082	71	19	transactional	transactional	ADJ
bitcs-6082	71	20	data	datum	NOUN
bitcs-6082	71	21	from	from	ADP
bitcs-6082	71	22	the	the	DET
bitcs-6082	71	23	society	society	NOUN
bitcs-6082	71	24	stores	store	NOUN
bitcs-6082	71	25	supermarket	supermarket	NOUN
bitcs-6082	71	26	.	.	PUNCT
bitcs-6082	72	1	the	the	DET
bitcs-6082	72	2	data	datum	NOUN
bitcs-6082	72	3	included	include	VERB
bitcs-6082	72	4	detailed	detailed	ADJ
bitcs-6082	72	5	information	information	NOUN
bitcs-6082	72	6	about	about	ADP
bitcs-6082	72	7	individual	individual	ADJ
bitcs-6082	72	8	customer	customer	NOUN
bitcs-6082	72	9	transactions	transaction	NOUN
bitcs-6082	72	10	,	,	PUNCT
bitcs-6082	72	11	such	such	ADJ
bitcs-6082	72	12	as	as	ADP
bitcs-6082	72	13	the	the	DET
bitcs-6082	72	14	products	product	NOUN
bitcs-6082	72	15	purchased	purchase	VERB
bitcs-6082	72	16	,	,	PUNCT
bitcs-6082	72	17	the	the	DET
bitcs-6082	72	18	transaction	transaction	NOUN
bitcs-6082	72	19	date	date	NOUN
bitcs-6082	72	20	,	,	PUNCT
bitcs-6082	72	21	and	and	CCONJ
bitcs-6082	72	22	the	the	DET
bitcs-6082	72	23	transaction	transaction	NOUN
bitcs-6082	72	24	amount	amount	NOUN
bitcs-6082	72	25	.	.	PUNCT
bitcs-6082	73	1	the	the	DET
bitcs-6082	73	2	data	datum	NOUN
bitcs-6082	73	3	was	be	AUX
bitcs-6082	73	4	obtained	obtain	VERB
bitcs-6082	73	5	with	with	ADP
bitcs-6082	73	6	the	the	DET
bitcs-6082	73	7	permission	permission	NOUN
bitcs-6082	73	8	and	and	CCONJ
bitcs-6082	73	9	cooperation	cooperation	NOUN
bitcs-6082	73	10	of	of	ADP
bitcs-6082	73	11	the	the	DET
bitcs-6082	73	12	supermarket	supermarket	NOUN
bitcs-6082	73	13	management	management	NOUN
bitcs-6082	73	14	to	to	PART
bitcs-6082	73	15	ensure	ensure	VERB
bitcs-6082	73	16	data	datum	NOUN
bitcs-6082	73	17	privacy	privacy	NOUN
bitcs-6082	73	18	and	and	CCONJ
bitcs-6082	73	19	confidentiality	confidentiality	NOUN
bitcs-6082	73	20	[	[	X
bitcs-6082	73	21	10	10	NUM
bitcs-6082	73	22	]	]	PUNCT
bitcs-6082	73	23	.	.	PUNCT
bitcs-6082	74	1	2	2	X
bitcs-6082	74	2	.	.	X
bitcs-6082	74	3	data	datum	NOUN
bitcs-6082	74	4	preprocessing	preprocesse	VERB
bitcs-6082	74	5	once	once	ADV
bitcs-6082	74	6	the	the	DET
bitcs-6082	74	7	data	datum	NOUN
bitcs-6082	74	8	was	be	AUX
bitcs-6082	74	9	collected	collect	VERB
bitcs-6082	74	10	,	,	PUNCT
bitcs-6082	74	11	it	it	PRON
bitcs-6082	74	12	underwent	undergo	VERB
bitcs-6082	74	13	thorough	thorough	ADJ
bitcs-6082	74	14	preprocessing	preprocessing	NOUN
bitcs-6082	74	15	to	to	PART
bitcs-6082	74	16	ensure	ensure	VERB
bitcs-6082	74	17	its	its	PRON
bitcs-6082	74	18	quality	quality	NOUN
bitcs-6082	74	19	and	and	CCONJ
bitcs-6082	74	20	readiness	readiness	NOUN
bitcs-6082	74	21	for	for	ADP
bitcs-6082	74	22	analysis	analysis	NOUN
bitcs-6082	74	23	.	.	PUNCT
bitcs-6082	75	1	data	datum	NOUN
bitcs-6082	75	2	preprocessing	preprocessing	NOUN
bitcs-6082	75	3	involved	involve	VERB
bitcs-6082	75	4	tasks	task	NOUN
bitcs-6082	75	5	such	such	ADJ
bitcs-6082	75	6	as	as	ADP
bitcs-6082	75	7	data	datum	NOUN
bitcs-6082	75	8	cleaning	cleaning	NOUN
bitcs-6082	75	9	,	,	PUNCT
bitcs-6082	75	10	handling	handle	VERB
bitcs-6082	75	11	missing	miss	VERB
bitcs-6082	75	12	values	value	NOUN
bitcs-6082	75	13	,	,	PUNCT
bitcs-6082	75	14	and	and	CCONJ
bitcs-6082	75	15	transforming	transform	VERB
bitcs-6082	75	16	categorical	categorical	ADJ
bitcs-6082	75	17	variables	variable	NOUN
bitcs-6082	75	18	into	into	ADP
bitcs-6082	75	19	a	a	DET
bitcs-6082	75	20	suitable	suitable	ADJ
bitcs-6082	75	21	format	format	NOUN
bitcs-6082	75	22	for	for	ADP
bitcs-6082	75	23	market	market	NOUN
bitcs-6082	75	24	basket	basket	NOUN
bitcs-6082	75	25	analysis	analysis	NOUN
bitcs-6082	75	26	.	.	PUNCT
bitcs-6082	76	1	additionally	additionally	ADV
bitcs-6082	76	2	,	,	PUNCT
bitcs-6082	76	3	any	any	DET
bitcs-6082	76	4	irrelevant	irrelevant	ADJ
bitcs-6082	76	5	or	or	CCONJ
bitcs-6082	76	6	redundant	redundant	ADJ
bitcs-6082	76	7	data	datum	NOUN
bitcs-6082	76	8	was	be	AUX
bitcs-6082	76	9	removed	remove	VERB
bitcs-6082	76	10	to	to	PART
bitcs-6082	76	11	focus	focus	VERB
bitcs-6082	76	12	solely	solely	ADV
bitcs-6082	76	13	on	on	ADP
bitcs-6082	76	14	transactional	transactional	ADJ
bitcs-6082	76	15	information	information	NOUN
bitcs-6082	76	16	relevant	relevant	ADJ
bitcs-6082	76	17	to	to	ADP
bitcs-6082	76	18	the	the	DET
bitcs-6082	76	19	study	study	NOUN
bitcs-6082	76	20	.	.	PUNCT
bitcs-6082	77	1	3	3	X
bitcs-6082	77	2	.	.	X
bitcs-6082	77	3	market	market	NOUN
bitcs-6082	77	4	basket	basket	NOUN
bitcs-6082	77	5	analysis	analysis	NOUN
bitcs-6082	77	6	(	(	PUNCT
bitcs-6082	77	7	mba	mba	NOUN
bitcs-6082	77	8	)	)	PUNCT
bitcs-6082	77	9	the	the	DET
bitcs-6082	77	10	core	core	NOUN
bitcs-6082	77	11	of	of	ADP
bitcs-6082	77	12	this	this	DET
bitcs-6082	77	13	study	study	NOUN
bitcs-6082	77	14	's	's	PART
bitcs-6082	77	15	methodology	methodology	NOUN
bitcs-6082	77	16	lies	lie	VERB
bitcs-6082	77	17	in	in	ADP
bitcs-6082	77	18	the	the	DET
bitcs-6082	77	19	application	application	NOUN
bitcs-6082	77	20	of	of	ADP
bitcs-6082	77	21	market	market	NOUN
bitcs-6082	77	22	basket	basket	NOUN
bitcs-6082	77	23	analysis	analysis	NOUN
bitcs-6082	77	24	.	.	PUNCT
bitcs-6082	78	1	mba	mba	NOUN
bitcs-6082	78	2	was	be	AUX
bitcs-6082	78	3	performed	perform	VERB
bitcs-6082	78	4	on	on	ADP
bitcs-6082	78	5	the	the	DET
bitcs-6082	78	6	preprocessed	preprocesse	VERB
bitcs-6082	78	7	transactional	transactional	ADJ
bitcs-6082	78	8	data	datum	NOUN
bitcs-6082	78	9	to	to	PART
bitcs-6082	78	10	identify	identify	VERB
bitcs-6082	78	11	frequent	frequent	ADJ
bitcs-6082	78	12	item	item	NOUN
bitcs-6082	78	13	sets	set	NOUN
bitcs-6082	78	14	and	and	CCONJ
bitcs-6082	78	15	uncover	uncover	VERB
bitcs-6082	78	16	hidden	hide	VERB
bitcs-6082	78	17	patterns	pattern	NOUN
bitcs-6082	78	18	of	of	ADP
bitcs-6082	78	19	product	product	NOUN
bitcs-6082	78	20	associations	association	NOUN
bitcs-6082	78	21	.	.	PUNCT
bitcs-6082	79	1	association	association	NOUN
bitcs-6082	79	2	rules	rule	NOUN
bitcs-6082	79	3	were	be	AUX
bitcs-6082	79	4	generated	generate	VERB
bitcs-6082	79	5	to	to	PART
bitcs-6082	79	6	reveal	reveal	VERB
bitcs-6082	79	7	the	the	DET
bitcs-6082	79	8	likelihood	likelihood	NOUN
bitcs-6082	79	9	of	of	ADP
bitcs-6082	79	10	customers	customer	NOUN
bitcs-6082	79	11	purchasing	purchase	VERB
bitcs-6082	79	12	specific	specific	ADJ
bitcs-6082	79	13	products	product	NOUN
bitcs-6082	79	14	together	together	ADV
bitcs-6082	79	15	.	.	PUNCT
bitcs-6082	80	1	the	the	DET
bitcs-6082	80	2	analysis	analysis	NOUN
bitcs-6082	80	3	utilized	utilize	VERB
bitcs-6082	80	4	established	establish	VERB
bitcs-6082	80	5	algorithms	algorithm	NOUN
bitcs-6082	80	6	like	like	ADP
bitcs-6082	80	7	the	the	DET
bitcs-6082	80	8	apriori	apriori	ADJ
bitcs-6082	80	9	algorithm	algorithm	NOUN
bitcs-6082	80	10	[	[	X
bitcs-6082	80	11	4	4	X
bitcs-6082	80	12	]	]	PUNCT
bitcs-6082	80	13	to	to	AUX
bitcs-6082	80	14	efficiently	efficiently	ADV
bitcs-6082	80	15	mine	mine	VERB
bitcs-6082	80	16	association	association	NOUN
bitcs-6082	80	17	rules	rule	NOUN
bitcs-6082	80	18	from	from	ADP
bitcs-6082	80	19	the	the	DET
bitcs-6082	80	20	transactional	transactional	ADJ
bitcs-6082	80	21	data	datum	NOUN
bitcs-6082	80	22	.	.	PUNCT
bitcs-6082	81	1	4	4	X
bitcs-6082	81	2	.	.	X
bitcs-6082	81	3	frequent	frequent	ADJ
bitcs-6082	81	4	item	item	NOUN
bitcs-6082	81	5	sets	set	NOUN
bitcs-6082	81	6	and	and	CCONJ
bitcs-6082	81	7	association	association	NOUN
bitcs-6082	81	8	rules	rule	NOUN
bitcs-6082	81	9	in	in	ADP
bitcs-6082	81	10	order	order	NOUN
bitcs-6082	81	11	to	to	PART
bitcs-6082	81	12	explore	explore	VERB
bitcs-6082	81	13	frequent	frequent	ADJ
bitcs-6082	81	14	item	item	NOUN
bitcs-6082	81	15	sets	set	NOUN
bitcs-6082	81	16	within	within	ADP
bitcs-6082	81	17	the	the	DET
bitcs-6082	81	18	dataset	dataset	NOUN
bitcs-6082	81	19	denoted	denote	VERB
bitcs-6082	81	20	as	as	ADP
bitcs-6082	81	21	"	"	PUNCT
bitcs-6082	81	22	my_basket_sets	my_basket_set	NOUN
bitcs-6082	81	23	,	,	PUNCT
bitcs-6082	81	24	"	"	PUNCT
bitcs-6082	81	25	employing	employ	VERB
bitcs-6082	81	26	the	the	DET
bitcs-6082	81	27	apriori	apriori	ADJ
bitcs-6082	81	28	algorithm	algorithm	NOUN
bitcs-6082	81	29	was	be	AUX
bitcs-6082	81	30	necessary	necessary	ADJ
bitcs-6082	81	31	.	.	PUNCT
bitcs-6082	82	1	a	a	DET
bitcs-6082	82	2	minimum	minimum	ADJ
bitcs-6082	82	3	support	support	NOUN
bitcs-6082	82	4	threshold	threshold	NOUN
bitcs-6082	82	5	of	of	ADP
bitcs-6082	82	6	0.01	0.01	NUM
bitcs-6082	82	7	,	,	PUNCT
bitcs-6082	82	8	equivalent	equivalent	ADJ
bitcs-6082	82	9	to	to	ADP
bitcs-6082	82	10	1	1	NUM
bitcs-6082	82	11	%	%	NOUN
bitcs-6082	82	12	of	of	ADP
bitcs-6082	82	13	the	the	DET
bitcs-6082	82	14	total	total	ADJ
bitcs-6082	82	15	transactions	transaction	NOUN
bitcs-6082	82	16	,	,	PUNCT
bitcs-6082	82	17	was	be	AUX
bitcs-6082	82	18	applied	apply	VERB
bitcs-6082	82	19	.	.	PUNCT
bitcs-6082	83	1	the	the	DET
bitcs-6082	83	2	output	output	NOUN
bitcs-6082	83	3	of	of	ADP
bitcs-6082	83	4	this	this	DET
bitcs-6082	83	5	analysis	analysis	NOUN
bitcs-6082	83	6	showcased	showcase	VERB
bitcs-6082	83	7	the	the	DET
bitcs-6082	83	8	frequent	frequent	ADJ
bitcs-6082	83	9	item	item	NOUN
bitcs-6082	83	10	sets	set	NOUN
bitcs-6082	83	11	,	,	PUNCT
bitcs-6082	83	12	along	along	ADP
bitcs-6082	83	13	with	with	ADP
bitcs-6082	83	14	relevant	relevant	ADJ
bitcs-6082	83	15	metrics	metric	NOUN
bitcs-6082	83	16	such	such	ADJ
bitcs-6082	83	17	as	as	ADP
bitcs-6082	83	18	support	support	NOUN
bitcs-6082	83	19	,	,	PUNCT
bitcs-6082	83	20	confidence	confidence	NOUN
bitcs-6082	83	21	,	,	PUNCT
bitcs-6082	83	22	and	and	CCONJ
bitcs-6082	83	23	lift	lift	VERB
bitcs-6082	83	24	values	value	NOUN
bitcs-6082	83	25	,	,	PUNCT
bitcs-6082	83	26	among	among	ADP
bitcs-6082	83	27	others	other	NOUN
bitcs-6082	83	28	,	,	PUNCT
bitcs-6082	83	29	which	which	PRON
bitcs-6082	83	30	facilitated	facilitate	VERB
bitcs-6082	83	31	the	the	DET
bitcs-6082	83	32	establishment	establishment	NOUN
bitcs-6082	83	33	of	of	ADP
bitcs-6082	83	34	association	association	NOUN
bitcs-6082	83	35	rules	rule	NOUN
bitcs-6082	83	36	.	.	PUNCT
bitcs-6082	84	1	this	this	DET
bitcs-6082	84	2	market	market	NOUN
bitcs-6082	84	3	basket	basket	NOUN
bitcs-6082	84	4	analysis	analysis	NOUN
bitcs-6082	84	5	aided	aid	VERB
bitcs-6082	84	6	in	in	ADP
bitcs-6082	84	7	identifying	identify	VERB
bitcs-6082	84	8	market	market	NOUN
bitcs-6082	84	9	implications	implication	NOUN
bitcs-6082	84	10	aligned	align	VERB
bitcs-6082	84	11	with	with	ADP
bitcs-6082	84	12	consumer	consumer	NOUN
bitcs-6082	84	13	preferences	preference	NOUN
bitcs-6082	84	14	,	,	PUNCT
bitcs-6082	84	15	grouping	group	VERB
bitcs-6082	84	16	products	product	NOUN
bitcs-6082	84	17	based	base	VERB
bitcs-6082	84	18	on	on	ADP
bitcs-6082	84	19	buying	buying	NOUN
bitcs-6082	84	20	habits	habit	NOUN
bitcs-6082	84	21	,	,	PUNCT
bitcs-6082	84	22	and	and	CCONJ
bitcs-6082	84	23	streamlining	streamline	VERB
bitcs-6082	84	24	the	the	DET
bitcs-6082	84	25	search	search	NOUN
bitcs-6082	84	26	process	process	NOUN
bitcs-6082	84	27	.	.	PUNCT
bitcs-6082	85	1	the	the	DET
bitcs-6082	85	2	apriori	apriori	ADJ
bitcs-6082	85	3	algorithm	algorithm	NOUN
bitcs-6082	85	4	was	be	AUX
bitcs-6082	85	5	commonly	commonly	ADV
bitcs-6082	85	6	employed	employ	VERB
bitcs-6082	85	7	for	for	ADP
bitcs-6082	85	8	this	this	DET
bitcs-6082	85	9	purpose	purpose	NOUN
bitcs-6082	85	10	,	,	PUNCT
bitcs-6082	85	11	as	as	SCONJ
bitcs-6082	85	12	it	it	PRON
bitcs-6082	85	13	effectively	effectively	ADV
bitcs-6082	85	14	uncovered	uncover	VERB
bitcs-6082	85	15	combinations	combination	NOUN
bitcs-6082	85	16	of	of	ADP
bitcs-6082	85	17	products	product	NOUN
bitcs-6082	85	18	that	that	PRON
bitcs-6082	85	19	are	be	AUX
bitcs-6082	85	20	frequently	frequently	ADV
bitcs-6082	85	21	purchased	purchase	VERB
bitcs-6082	85	22	together	together	ADV
bitcs-6082	85	23	.	.	PUNCT
bitcs-6082	86	1	•data	•data	NOUN
bitcs-6082	86	2	collection	collection	NOUN
bitcs-6082	86	3	data	datum	NOUN
bitcs-6082	86	4	aquisition	aquisition	NOUN
bitcs-6082	86	5	•data	•data	NOUN
bitcs-6082	86	6	preparation	preparation	NOUN
bitcs-6082	86	7	•feature	•feature	PROPN
bitcs-6082	86	8	selection	selection	NOUN
bitcs-6082	86	9	data	datum	NOUN
bitcs-6082	86	10	processing	process	VERB
bitcs-6082	86	11	•apriori	•apriori	PROPN
bitcs-6082	86	12	algorithm	algorithm	NOUN
bitcs-6082	86	13	&	&	CCONJ
bitcs-6082	86	14	market	market	NOUN
bitcs-6082	86	15	basket	basket	NOUN
bitcs-6082	86	16	analysis	analysis	NOUN
bitcs-6082	86	17	•cluster	•cluster	NOUN
bitcs-6082	86	18	analysis	analysis	NOUN
bitcs-6082	86	19	•interpretation	•interpretation	NOUN
bitcs-6082	86	20	and	and	CCONJ
bitcs-6082	86	21	insights	insight	VERB
bitcs-6082	86	22	data	data	NOUN
bitcs-6082	86	23	visualization	visualization	NOUN
bitcs-6082	86	24	vol	vol	NOUN
bitcs-6082	86	25	.	.	PROPN
bitcs-6082	87	1	5	5	NUM
bitcs-6082	87	2	,	,	PUNCT
bitcs-6082	87	3	no.2	no.2	PROPN
bitcs-6082	87	4	june	june	PROPN
bitcs-6082	87	5	2024	2024	NUM
bitcs-6082	88	1	|	|	ADV
bitcs-6082	88	2	55	55	NUM
bitcs-6082	88	3	5	5	NUM
bitcs-6082	88	4	.	.	PUNCT
bitcs-6082	88	5	interpretation	interpretation	NOUN
bitcs-6082	88	6	and	and	CCONJ
bitcs-6082	88	7	insights	insight	NOUN
bitcs-6082	88	8	the	the	DET
bitcs-6082	88	9	results	result	NOUN
bitcs-6082	88	10	obtained	obtain	VERB
bitcs-6082	88	11	from	from	ADP
bitcs-6082	88	12	market	market	NOUN
bitcs-6082	88	13	basket	basket	NOUN
bitcs-6082	88	14	analysis	analysis	NOUN
bitcs-6082	88	15	and	and	CCONJ
bitcs-6082	88	16	cluster	cluster	NOUN
bitcs-6082	88	17	analysis	analysis	NOUN
bitcs-6082	88	18	were	be	AUX
bitcs-6082	88	19	thoroughly	thoroughly	ADV
bitcs-6082	88	20	interpreted	interpret	VERB
bitcs-6082	88	21	to	to	PART
bitcs-6082	88	22	extract	extract	VERB
bitcs-6082	88	23	meaningful	meaningful	ADJ
bitcs-6082	88	24	insights	insight	NOUN
bitcs-6082	88	25	into	into	ADP
bitcs-6082	88	26	consumer	consumer	NOUN
bitcs-6082	88	27	purchase	purchase	NOUN
bitcs-6082	88	28	behavior	behavior	NOUN
bitcs-6082	88	29	at	at	ADP
bitcs-6082	88	30	the	the	DET
bitcs-6082	88	31	society	society	NOUN
bitcs-6082	88	32	stores	store	NOUN
bitcs-6082	88	33	supermarket	supermarket	NOUN
bitcs-6082	88	34	.	.	PUNCT
bitcs-6082	89	1	the	the	DET
bitcs-6082	89	2	association	association	NOUN
bitcs-6082	89	3	rules	rule	NOUN
bitcs-6082	89	4	highlighted	highlight	VERB
bitcs-6082	89	5	which	which	DET
bitcs-6082	89	6	products	product	NOUN
bitcs-6082	89	7	are	be	AUX
bitcs-6082	89	8	frequently	frequently	ADV
bitcs-6082	89	9	purchased	purchase	VERB
bitcs-6082	89	10	together	together	ADV
bitcs-6082	89	11	,	,	PUNCT
bitcs-6082	89	12	indicating	indicate	VERB
bitcs-6082	89	13	potential	potential	ADJ
bitcs-6082	89	14	crossselling	crossselle	VERB
bitcs-6082	89	15	opportunities	opportunity	NOUN
bitcs-6082	89	16	and	and	CCONJ
bitcs-6082	89	17	product	product	NOUN
bitcs-6082	89	18	bundling	bundle	VERB
bitcs-6082	89	19	strategies	strategy	NOUN
bitcs-6082	89	20	.	.	PUNCT
bitcs-6082	90	1	the	the	DET
bitcs-6082	90	2	clustering	clustering	ADJ
bitcs-6082	90	3	results	result	NOUN
bitcs-6082	90	4	provided	provide	VERB
bitcs-6082	90	5	a	a	DET
bitcs-6082	90	6	deeper	deep	ADJ
bitcs-6082	90	7	understanding	understanding	NOUN
bitcs-6082	90	8	of	of	ADP
bitcs-6082	90	9	different	different	ADJ
bitcs-6082	90	10	customer	customer	NOUN
bitcs-6082	90	11	segments	segment	NOUN
bitcs-6082	90	12	and	and	CCONJ
bitcs-6082	90	13	their	their	PRON
bitcs-6082	90	14	unique	unique	ADJ
bitcs-6082	90	15	buying	buying	NOUN
bitcs-6082	90	16	preferences	preference	NOUN
bitcs-6082	90	17	.	.	PUNCT
bitcs-6082	91	1	iv	iv	X
bitcs-6082	91	2	.	.	NOUN
bitcs-6082	91	3	results	result	NOUN
bitcs-6082	91	4	and	and	CCONJ
bitcs-6082	91	5	discussions	discussion	NOUN
bitcs-6082	91	6	the	the	DET
bitcs-6082	91	7	study	study	NOUN
bitcs-6082	91	8	employed	employ	VERB
bitcs-6082	91	9	the	the	DET
bitcs-6082	91	10	apriori	apriori	ADJ
bitcs-6082	91	11	algorithm	algorithm	NOUN
bitcs-6082	91	12	and	and	CCONJ
bitcs-6082	91	13	market	market	NOUN
bitcs-6082	91	14	basket	basket	NOUN
bitcs-6082	91	15	analysis	analysis	NOUN
bitcs-6082	91	16	(	(	PUNCT
bitcs-6082	91	17	mba	mba	NOUN
bitcs-6082	91	18	)	)	PUNCT
bitcs-6082	91	19	to	to	PART
bitcs-6082	91	20	examine	examine	VERB
bitcs-6082	91	21	consumer	consumer	NOUN
bitcs-6082	91	22	buying	buying	NOUN
bitcs-6082	91	23	patterns	pattern	NOUN
bitcs-6082	91	24	in	in	ADP
bitcs-6082	91	25	a	a	DET
bitcs-6082	91	26	kenyan	kenyan	ADJ
bitcs-6082	91	27	supermarket	supermarket	NOUN
bitcs-6082	91	28	.	.	PUNCT
bitcs-6082	92	1	the	the	DET
bitcs-6082	92	2	analysis	analysis	NOUN
bitcs-6082	92	3	was	be	AUX
bitcs-6082	92	4	based	base	VERB
bitcs-6082	92	5	on	on	ADP
bitcs-6082	92	6	transactional	transactional	ADJ
bitcs-6082	92	7	data	datum	NOUN
bitcs-6082	92	8	collected	collect	VERB
bitcs-6082	92	9	over	over	ADP
bitcs-6082	92	10	a	a	DET
bitcs-6082	92	11	specific	specific	ADJ
bitcs-6082	92	12	period	period	NOUN
bitcs-6082	92	13	,	,	PUNCT
bitcs-6082	92	14	capturing	capture	VERB
bitcs-6082	92	15	the	the	DET
bitcs-6082	92	16	purchases	purchase	NOUN
bitcs-6082	92	17	of	of	ADP
bitcs-6082	92	18	various	various	ADJ
bitcs-6082	92	19	products	product	NOUN
bitcs-6082	92	20	by	by	ADP
bitcs-6082	92	21	individual	individual	ADJ
bitcs-6082	92	22	customers	customer	NOUN
bitcs-6082	92	23	.	.	PUNCT
bitcs-6082	93	1	the	the	DET
bitcs-6082	93	2	objective	objective	NOUN
bitcs-6082	93	3	was	be	AUX
bitcs-6082	93	4	to	to	PART
bitcs-6082	93	5	identify	identify	VERB
bitcs-6082	93	6	frequent	frequent	ADJ
bitcs-6082	93	7	itemsets	itemset	NOUN
bitcs-6082	93	8	and	and	CCONJ
bitcs-6082	93	9	association	association	NOUN
bitcs-6082	93	10	rules	rule	NOUN
bitcs-6082	93	11	that	that	PRON
bitcs-6082	93	12	could	could	AUX
bitcs-6082	93	13	shed	shed	VERB
bitcs-6082	93	14	light	light	NOUN
bitcs-6082	93	15	on	on	ADP
bitcs-6082	93	16	consumer	consumer	NOUN
bitcs-6082	93	17	preferences	preference	NOUN
bitcs-6082	93	18	and	and	CCONJ
bitcs-6082	93	19	uncover	uncover	VERB
bitcs-6082	93	20	meaningful	meaningful	ADJ
bitcs-6082	93	21	patterns	pattern	NOUN
bitcs-6082	93	22	in	in	ADP
bitcs-6082	93	23	their	their	PRON
bitcs-6082	93	24	shopping	shopping	NOUN
bitcs-6082	93	25	behavior	behavior	NOUN
bitcs-6082	93	26	.	.	PUNCT
bitcs-6082	94	1	1	1	X
bitcs-6082	94	2	.	.	X
bitcs-6082	94	3	identification	identification	NOUN
bitcs-6082	94	4	of	of	ADP
bitcs-6082	94	5	frequent	frequent	ADJ
bitcs-6082	94	6	itemsets	itemset	NOUN
bitcs-6082	94	7	fig	fig	NOUN
bitcs-6082	94	8	.	.	PUNCT
bitcs-6082	95	1	2	2	NUM
bitcs-6082	95	2	:	:	PUNCT
bitcs-6082	95	3	top	top	ADJ
bitcs-6082	95	4	20	20	NUM
bitcs-6082	95	5	items	item	NOUN
bitcs-6082	95	6	purchased	purchase	VERB
bitcs-6082	95	7	by	by	ADP
bitcs-6082	95	8	customers	customer	NOUN
bitcs-6082	95	9	vol	vol	NOUN
bitcs-6082	95	10	.	.	PROPN
bitcs-6082	96	1	5	5	NUM
bitcs-6082	96	2	,	,	PUNCT
bitcs-6082	96	3	no.2	no.2	PROPN
bitcs-6082	96	4	june	june	PROPN
bitcs-6082	96	5	2024	2024	NUM
bitcs-6082	97	1	|	|	ADV
bitcs-6082	97	2	56	56	NUM
bitcs-6082	97	3	fig	fig	NOUN
bitcs-6082	97	4	.	.	PUNCT
bitcs-6082	98	1	3	3	NUM
bitcs-6082	98	2	:	:	PUNCT
bitcs-6082	98	3	item	item	NOUN
bitcs-6082	98	4	co	co	NOUN
bitcs-6082	98	5	-	-	NOUN
bitcs-6082	98	6	occurrence	occurrence	ADJ
bitcs-6082	98	7	fig	fig	NOUN
bitcs-6082	98	8	.	.	PUNCT
bitcs-6082	99	1	4	4	NUM
bitcs-6082	99	2	:	:	PUNCT
bitcs-6082	99	3	frequent	frequent	ADJ
bitcs-6082	99	4	item	item	NOUN
bitcs-6082	99	5	-	-	PUNCT
bitcs-6082	99	6	sets	set	NOUN
bitcs-6082	99	7	fig	fig	NOUN
bitcs-6082	99	8	.	.	PUNCT
bitcs-6082	100	1	2	2	NUM
bitcs-6082	100	2	illustrates	illustrate	VERB
bitcs-6082	100	3	the	the	DET
bitcs-6082	100	4	successful	successful	ADJ
bitcs-6082	100	5	application	application	NOUN
bitcs-6082	100	6	of	of	ADP
bitcs-6082	100	7	the	the	DET
bitcs-6082	100	8	apriori	apriori	ADJ
bitcs-6082	100	9	algorithm	algorithm	NOUN
bitcs-6082	100	10	,	,	PUNCT
bitcs-6082	100	11	which	which	PRON
bitcs-6082	100	12	effectively	effectively	ADV
bitcs-6082	100	13	identified	identify	VERB
bitcs-6082	100	14	20	20	NUM
bitcs-6082	100	15	frequent	frequent	ADJ
bitcs-6082	100	16	item	item	NOUN
bitcs-6082	100	17	sets	set	NOUN
bitcs-6082	100	18	commonly	commonly	ADV
bitcs-6082	100	19	purchased	purchase	VERB
bitcs-6082	100	20	by	by	ADP
bitcs-6082	100	21	the	the	DET
bitcs-6082	100	22	majority	majority	NOUN
bitcs-6082	100	23	of	of	ADP
bitcs-6082	100	24	consumers	consumer	NOUN
bitcs-6082	100	25	.	.	PUNCT
bitcs-6082	101	1	the	the	DET
bitcs-6082	101	2	analysis	analysis	NOUN
bitcs-6082	101	3	revealed	reveal	VERB
bitcs-6082	101	4	that	that	SCONJ
bitcs-6082	101	5	coffee	coffee	NOUN
bitcs-6082	101	6	,	,	PUNCT
bitcs-6082	101	7	cake	cake	NOUN
bitcs-6082	101	8	,	,	PUNCT
bitcs-6082	101	9	bread	bread	NOUN
bitcs-6082	101	10	,	,	PUNCT
bitcs-6082	101	11	tea	tea	NOUN
bitcs-6082	101	12	,	,	PUNCT
bitcs-6082	101	13	and	and	CCONJ
bitcs-6082	101	14	pastry	pastry	NOUN
bitcs-6082	101	15	were	be	AUX
bitcs-6082	101	16	the	the	DET
bitcs-6082	101	17	top	top	ADJ
bitcs-6082	101	18	five	five	NUM
bitcs-6082	101	19	items	item	NOUN
bitcs-6082	101	20	frequently	frequently	ADV
bitcs-6082	101	21	found	find	VERB
bitcs-6082	101	22	in	in	ADP
bitcs-6082	101	23	shopping	shopping	NOUN
bitcs-6082	101	24	baskets	basket	NOUN
bitcs-6082	101	25	,	,	PUNCT
bitcs-6082	101	26	indicating	indicate	VERB
bitcs-6082	101	27	that	that	SCONJ
bitcs-6082	101	28	a	a	DET
bitcs-6082	101	29	significant	significant	ADJ
bitcs-6082	101	30	number	number	NOUN
bitcs-6082	101	31	of	of	ADP
bitcs-6082	101	32	consumers	consumer	NOUN
bitcs-6082	101	33	are	be	AUX
bitcs-6082	101	34	coffee	coffee	NOUN
bitcs-6082	101	35	and	and	CCONJ
bitcs-6082	101	36	tea	tea	NOUN
bitcs-6082	101	37	enthusiasts	enthusiast	NOUN
bitcs-6082	101	38	who	who	PRON
bitcs-6082	101	39	often	often	ADV
bitcs-6082	101	40	accompany	accompany	VERB
bitcs-6082	101	41	their	their	PRON
bitcs-6082	101	42	beverages	beverage	NOUN
bitcs-6082	101	43	with	with	ADP
bitcs-6082	101	44	bread	bread	NOUN
bitcs-6082	101	45	,	,	PUNCT
bitcs-6082	101	46	cake	cake	NOUN
bitcs-6082	101	47	,	,	PUNCT
bitcs-6082	101	48	pastry	pastry	NOUN
bitcs-6082	101	49	,	,	PUNCT
bitcs-6082	101	50	and	and	CCONJ
bitcs-6082	101	51	sandwiches	sandwich	NOUN
bitcs-6082	101	52	.	.	PUNCT
bitcs-6082	102	1	vol	vol	NOUN
bitcs-6082	102	2	.	.	PROPN
bitcs-6082	103	1	5	5	NUM
bitcs-6082	103	2	,	,	PUNCT
bitcs-6082	103	3	no.2	no.2	PROPN
bitcs-6082	103	4	june	june	PROPN
bitcs-6082	103	5	2024	2024	NUM
bitcs-6082	103	6	|	|	ADV
bitcs-6082	103	7	57	57	NUM
bitcs-6082	103	8	furthermore	furthermore	ADV
bitcs-6082	103	9	,	,	PUNCT
bitcs-6082	103	10	figure	figure	NOUN
bitcs-6082	103	11	2	2	NUM
bitcs-6082	103	12	demonstrated	demonstrate	VERB
bitcs-6082	103	13	the	the	DET
bitcs-6082	103	14	identification	identification	NOUN
bitcs-6082	103	15	of	of	ADP
bitcs-6082	103	16	relationships	relationship	NOUN
bitcs-6082	103	17	between	between	ADP
bitcs-6082	103	18	items	item	NOUN
bitcs-6082	103	19	that	that	PRON
bitcs-6082	103	20	tend	tend	VERB
bitcs-6082	103	21	to	to	PART
bitcs-6082	103	22	cooccur	cooccur	VERB
bitcs-6082	103	23	frequently	frequently	ADV
bitcs-6082	103	24	in	in	ADP
bitcs-6082	103	25	transactions	transaction	NOUN
bitcs-6082	103	26	.	.	PUNCT
bitcs-6082	104	1	the	the	DET
bitcs-6082	104	2	analysis	analysis	NOUN
bitcs-6082	104	3	unveiled	unveil	VERB
bitcs-6082	104	4	sets	set	NOUN
bitcs-6082	104	5	of	of	ADP
bitcs-6082	104	6	products	product	NOUN
bitcs-6082	104	7	showing	show	VERB
bitcs-6082	104	8	strong	strong	ADJ
bitcs-6082	104	9	co	co	NOUN
bitcs-6082	104	10	-	-	NOUN
bitcs-6082	104	11	occurrence	occurrence	ADJ
bitcs-6082	104	12	patterns	pattern	NOUN
bitcs-6082	104	13	,	,	PUNCT
bitcs-6082	104	14	suggesting	suggest	VERB
bitcs-6082	104	15	that	that	SCONJ
bitcs-6082	104	16	consumers	consumer	NOUN
bitcs-6082	104	17	tend	tend	VERB
bitcs-6082	104	18	to	to	PART
bitcs-6082	104	19	buy	buy	VERB
bitcs-6082	104	20	these	these	DET
bitcs-6082	104	21	items	item	NOUN
bitcs-6082	104	22	together	together	ADV
bitcs-6082	104	23	during	during	ADP
bitcs-6082	104	24	their	their	PRON
bitcs-6082	104	25	shopping	shopping	NOUN
bitcs-6082	104	26	trips	trip	NOUN
bitcs-6082	104	27	,	,	PUNCT
bitcs-6082	104	28	as	as	SCONJ
bitcs-6082	104	29	illustrated	illustrate	VERB
bitcs-6082	104	30	in	in	ADP
bitcs-6082	104	31	fig	fig	NOUN
bitcs-6082	104	32	.	.	PUNCT
bitcs-6082	105	1	3	3	X
bitcs-6082	105	2	.	.	PUNCT
bitcs-6082	106	1	the	the	DET
bitcs-6082	106	2	results	result	NOUN
bitcs-6082	106	3	in	in	ADP
bitcs-6082	106	4	figure	figure	NOUN
bitcs-6082	106	5	3	3	NUM
bitcs-6082	106	6	particularly	particularly	ADV
bitcs-6082	106	7	highlighted	highlight	VERB
bitcs-6082	106	8	the	the	DET
bitcs-6082	106	9	co	co	NOUN
bitcs-6082	106	10	-	-	NOUN
bitcs-6082	106	11	occurrence	occurrence	NOUN
bitcs-6082	106	12	of	of	ADP
bitcs-6082	106	13	coffee	coffee	NOUN
bitcs-6082	106	14	,	,	PUNCT
bitcs-6082	106	15	bread	bread	NOUN
bitcs-6082	106	16	,	,	PUNCT
bitcs-6082	106	17	and	and	CCONJ
bitcs-6082	106	18	cake	cake	NOUN
bitcs-6082	106	19	in	in	ADP
bitcs-6082	106	20	numerous	numerous	ADJ
bitcs-6082	106	21	shopping	shopping	NOUN
bitcs-6082	106	22	baskets	basket	NOUN
bitcs-6082	106	23	,	,	PUNCT
bitcs-6082	106	24	potentially	potentially	ADV
bitcs-6082	106	25	attributed	attribute	VERB
bitcs-6082	106	26	to	to	ADP
bitcs-6082	106	27	their	their	PRON
bitcs-6082	106	28	complementary	complementary	ADJ
bitcs-6082	106	29	nature	nature	NOUN
bitcs-6082	106	30	.	.	PUNCT
bitcs-6082	107	1	in	in	ADP
bitcs-6082	107	2	addition	addition	NOUN
bitcs-6082	107	3	,	,	PUNCT
bitcs-6082	107	4	the	the	DET
bitcs-6082	107	5	analysis	analysis	NOUN
bitcs-6082	107	6	,	,	PUNCT
bitcs-6082	107	7	as	as	SCONJ
bitcs-6082	107	8	depicted	depict	VERB
bitcs-6082	107	9	in	in	ADP
bitcs-6082	107	10	fig	fig	NOUN
bitcs-6082	107	11	.	.	PUNCT
bitcs-6082	108	1	4	4	NUM
bitcs-6082	108	2	,	,	PUNCT
bitcs-6082	108	3	revealed	reveal	VERB
bitcs-6082	108	4	which	which	DET
bitcs-6082	108	5	products	product	NOUN
bitcs-6082	108	6	were	be	AUX
bitcs-6082	108	7	commonly	commonly	ADV
bitcs-6082	108	8	purchased	purchase	VERB
bitcs-6082	108	9	together	together	ADV
bitcs-6082	108	10	by	by	ADP
bitcs-6082	108	11	customers	customer	NOUN
bitcs-6082	108	12	,	,	PUNCT
bitcs-6082	108	13	along	along	ADP
bitcs-6082	108	14	with	with	ADP
bitcs-6082	108	15	their	their	PRON
bitcs-6082	108	16	respective	respective	ADJ
bitcs-6082	108	17	support	support	NOUN
bitcs-6082	108	18	levels	level	NOUN
bitcs-6082	108	19	.	.	PUNCT
bitcs-6082	109	1	the	the	DET
bitcs-6082	109	2	output	output	NOUN
bitcs-6082	109	3	highlighted	highlight	VERB
bitcs-6082	109	4	coffee	coffee	NOUN
bitcs-6082	109	5	as	as	ADP
bitcs-6082	109	6	a	a	DET
bitcs-6082	109	7	significantly	significantly	ADV
bitcs-6082	109	8	prevalent	prevalent	ADJ
bitcs-6082	109	9	item	item	NOUN
bitcs-6082	109	10	in	in	ADP
bitcs-6082	109	11	the	the	DET
bitcs-6082	109	12	majority	majority	NOUN
bitcs-6082	109	13	of	of	ADP
bitcs-6082	109	14	shopping	shopping	NOUN
bitcs-6082	109	15	baskets	basket	NOUN
bitcs-6082	109	16	,	,	PUNCT
bitcs-6082	109	17	indicating	indicate	VERB
bitcs-6082	109	18	its	its	PRON
bitcs-6082	109	19	popularity	popularity	NOUN
bitcs-6082	109	20	among	among	ADP
bitcs-6082	109	21	consumers	consumer	NOUN
bitcs-6082	109	22	.	.	PUNCT
bitcs-6082	110	1	2	2	X
bitcs-6082	110	2	.	.	X
bitcs-6082	110	3	association	association	NOUN
bitcs-6082	110	4	rules	rule	VERB
bitcs-6082	110	5	analysis	analysis	NOUN
bitcs-6082	110	6	fig	fig	NOUN
bitcs-6082	110	7	5	5	NUM
bitcs-6082	110	8	:	:	PUNCT
bitcs-6082	110	9	product	product	NOUN
bitcs-6082	110	10	association	association	NOUN
bitcs-6082	110	11	rules	rule	VERB
bitcs-6082	110	12	through	through	ADP
bitcs-6082	110	13	the	the	DET
bitcs-6082	110	14	application	application	NOUN
bitcs-6082	110	15	of	of	ADP
bitcs-6082	110	16	association	association	NOUN
bitcs-6082	110	17	rule	rule	NOUN
bitcs-6082	110	18	mining	mining	NOUN
bitcs-6082	110	19	to	to	ADP
bitcs-6082	110	20	the	the	DET
bitcs-6082	110	21	frequent	frequent	ADJ
bitcs-6082	110	22	item	item	NOUN
bitcs-6082	110	23	sets	set	NOUN
bitcs-6082	110	24	,	,	PUNCT
bitcs-6082	110	25	the	the	DET
bitcs-6082	110	26	study	study	NOUN
bitcs-6082	110	27	extracted	extract	VERB
bitcs-6082	110	28	meaningful	meaningful	ADJ
bitcs-6082	110	29	and	and	CCONJ
bitcs-6082	110	30	actionable	actionable	ADJ
bitcs-6082	110	31	42	42	NUM
bitcs-6082	110	32	rules	rule	NOUN
bitcs-6082	110	33	as	as	SCONJ
bitcs-6082	110	34	displayed	display	VERB
bitcs-6082	110	35	in	in	ADP
bitcs-6082	110	36	fig	fig	NOUN
bitcs-6082	110	37	.	.	PUNCT
bitcs-6082	111	1	5	5	X
bitcs-6082	111	2	.	.	PUNCT
bitcs-6082	112	1	these	these	DET
bitcs-6082	112	2	rules	rule	NOUN
bitcs-6082	112	3	shed	shed	VERB
bitcs-6082	112	4	light	light	NOUN
bitcs-6082	112	5	on	on	ADP
bitcs-6082	112	6	the	the	DET
bitcs-6082	112	7	likelihood	likelihood	NOUN
bitcs-6082	112	8	of	of	ADP
bitcs-6082	112	9	customers	customer	NOUN
bitcs-6082	112	10	purchasing	purchase	VERB
bitcs-6082	112	11	specific	specific	ADJ
bitcs-6082	112	12	items	item	NOUN
bitcs-6082	112	13	based	base	VERB
bitcs-6082	112	14	on	on	ADP
bitcs-6082	112	15	their	their	PRON
bitcs-6082	112	16	previous	previous	ADJ
bitcs-6082	112	17	purchases	purchase	NOUN
bitcs-6082	112	18	.	.	PUNCT
bitcs-6082	113	1	the	the	DET
bitcs-6082	113	2	data	data	NOUN
bitcs-6082	113	3	-	-	PUNCT
bitcs-6082	113	4	derived	derive	VERB
bitcs-6082	113	5	association	association	NOUN
bitcs-6082	113	6	rules	rule	NOUN
bitcs-6082	113	7	indicate	indicate	VERB
bitcs-6082	113	8	that	that	DET
bitcs-6082	113	9	coffee	coffee	NOUN
bitcs-6082	113	10	appears	appear	VERB
bitcs-6082	113	11	in	in	ADP
bitcs-6082	113	12	approximately	approximately	ADV
bitcs-6082	113	13	47	47	NUM
bitcs-6082	113	14	%	%	NOUN
bitcs-6082	113	15	of	of	ADP
bitcs-6082	113	16	all	all	DET
bitcs-6082	113	17	baskets	basket	NOUN
bitcs-6082	113	18	when	when	SCONJ
bitcs-6082	113	19	observing	observe	VERB
bitcs-6082	113	20	a	a	DET
bitcs-6082	113	21	customer	customer	NOUN
bitcs-6082	113	22	's	's	PART
bitcs-6082	113	23	behavior	behavior	NOUN
bitcs-6082	113	24	.	.	PUNCT
bitcs-6082	114	1	conversely	conversely	ADV
bitcs-6082	114	2	,	,	PUNCT
bitcs-6082	114	3	the	the	DET
bitcs-6082	114	4	occurrence	occurrence	NOUN
bitcs-6082	114	5	of	of	ADP
bitcs-6082	114	6	toast	toast	PROPN
bitcs-6082	114	7	intake	intake	NOUN
bitcs-6082	114	8	is	be	AUX
bitcs-6082	114	9	observed	observe	VERB
bitcs-6082	114	10	at	at	ADP
bitcs-6082	114	11	a	a	DET
bitcs-6082	114	12	rate	rate	NOUN
bitcs-6082	114	13	of	of	ADP
bitcs-6082	114	14	3	3	NUM
bitcs-6082	114	15	%	%	NOUN
bitcs-6082	114	16	.	.	PUNCT
bitcs-6082	115	1	additionally	additionally	ADV
bitcs-6082	115	2	,	,	PUNCT
bitcs-6082	115	3	it	it	PRON
bitcs-6082	115	4	was	be	AUX
bitcs-6082	115	5	observed	observe	VERB
bitcs-6082	115	6	that	that	DET
bitcs-6082	115	7	vol	vol	NOUN
bitcs-6082	115	8	.	.	PROPN
bitcs-6082	116	1	5	5	NUM
bitcs-6082	116	2	,	,	PUNCT
bitcs-6082	116	3	no.2	no.2	PROPN
bitcs-6082	116	4	june	june	PROPN
bitcs-6082	116	5	2024	2024	NUM
bitcs-6082	116	6	|	|	ADV
bitcs-6082	116	7	58	58	NUM
bitcs-6082	116	8	70	70	NUM
bitcs-6082	116	9	%	%	NOUN
bitcs-6082	116	10	of	of	ADP
bitcs-6082	116	11	customers	customer	NOUN
bitcs-6082	116	12	who	who	PRON
bitcs-6082	116	13	purchase	purchase	VERB
bitcs-6082	116	14	toast	toast	NOUN
bitcs-6082	116	15	also	also	ADV
bitcs-6082	116	16	buy	buy	VERB
bitcs-6082	116	17	coffee	coffee	NOUN
bitcs-6082	116	18	,	,	PUNCT
bitcs-6082	116	19	indicating	indicate	VERB
bitcs-6082	116	20	a	a	DET
bitcs-6082	116	21	strong	strong	ADJ
bitcs-6082	116	22	preference	preference	NOUN
bitcs-6082	116	23	for	for	ADP
bitcs-6082	116	24	coffee	coffee	NOUN
bitcs-6082	116	25	over	over	ADP
bitcs-6082	116	26	toast	toast	NOUN
bitcs-6082	116	27	due	due	ADP
bitcs-6082	116	28	to	to	ADP
bitcs-6082	116	29	a	a	DET
bitcs-6082	116	30	high	high	ADJ
bitcs-6082	116	31	confidence	confidence	NOUN
bitcs-6082	116	32	level	level	NOUN
bitcs-6082	116	33	and	and	CCONJ
bitcs-6082	116	34	a	a	DET
bitcs-6082	116	35	lift	lift	NOUN
bitcs-6082	116	36	metric	metric	NOUN
bitcs-6082	116	37	of	of	ADP
bitcs-6082	116	38	1.47	1.47	NUM
bitcs-6082	116	39	.	.	PUNCT
bitcs-6082	117	1	furthermore	furthermore	ADV
bitcs-6082	117	2	,	,	PUNCT
bitcs-6082	117	3	the	the	DET
bitcs-6082	117	4	association	association	NOUN
bitcs-6082	117	5	rules	rule	NOUN
bitcs-6082	117	6	suggest	suggest	VERB
bitcs-6082	117	7	a	a	DET
bitcs-6082	117	8	probability	probability	NOUN
bitcs-6082	117	9	of	of	ADP
bitcs-6082	117	10	1	1	NUM
bitcs-6082	117	11	%	%	NOUN
bitcs-6082	117	12	for	for	ADP
bitcs-6082	117	13	spanish	spanish	ADJ
bitcs-6082	117	14	brunch	brunch	NOUN
bitcs-6082	117	15	purchases	purchase	NOUN
bitcs-6082	117	16	.	.	PUNCT
bitcs-6082	118	1	the	the	DET
bitcs-6082	118	2	concurrent	concurrent	ADJ
bitcs-6082	118	3	support	support	NOUN
bitcs-6082	118	4	level	level	NOUN
bitcs-6082	118	5	of	of	ADP
bitcs-6082	118	6	coffee	coffee	NOUN
bitcs-6082	118	7	with	with	ADP
bitcs-6082	118	8	spanish	spanish	ADJ
bitcs-6082	118	9	brunch	brunch	NOUN
bitcs-6082	118	10	is	be	AUX
bitcs-6082	118	11	measured	measure	VERB
bitcs-6082	118	12	at	at	ADP
bitcs-6082	118	13	1	1	NUM
bitcs-6082	118	14	%	%	NOUN
bitcs-6082	118	15	,	,	PUNCT
bitcs-6082	118	16	and	and	CCONJ
bitcs-6082	118	17	these	these	DET
bitcs-6082	118	18	items	item	NOUN
bitcs-6082	118	19	exhibit	exhibit	VERB
bitcs-6082	118	20	a	a	DET
bitcs-6082	118	21	confidence	confidence	NOUN
bitcs-6082	118	22	level	level	NOUN
bitcs-6082	118	23	of	of	ADP
bitcs-6082	118	24	59	59	NUM
bitcs-6082	118	25	%	%	NOUN
bitcs-6082	118	26	.	.	PUNCT
bitcs-6082	119	1	this	this	PRON
bitcs-6082	119	2	implies	imply	VERB
bitcs-6082	119	3	that	that	SCONJ
bitcs-6082	119	4	spanish	spanish	ADJ
bitcs-6082	119	5	brunch	brunch	NOUN
bitcs-6082	119	6	serves	serve	VERB
bitcs-6082	119	7	as	as	ADP
bitcs-6082	119	8	a	a	DET
bitcs-6082	119	9	secondary	secondary	ADJ
bitcs-6082	119	10	preference	preference	NOUN
bitcs-6082	119	11	for	for	ADP
bitcs-6082	119	12	most	most	ADJ
bitcs-6082	119	13	consumers	consumer	NOUN
bitcs-6082	119	14	compared	compare	VERB
bitcs-6082	119	15	to	to	ADP
bitcs-6082	119	16	coffee	coffee	NOUN
bitcs-6082	119	17	.	.	PUNCT
bitcs-6082	120	1	regarding	regard	VERB
bitcs-6082	120	2	medialuna	medialuna	PROPN
bitcs-6082	120	3	,	,	PUNCT
bitcs-6082	120	4	the	the	DET
bitcs-6082	120	5	association	association	NOUN
bitcs-6082	120	6	rules	rule	NOUN
bitcs-6082	120	7	indicate	indicate	VERB
bitcs-6082	120	8	a	a	DET
bitcs-6082	120	9	probability	probability	NOUN
bitcs-6082	120	10	of	of	ADP
bitcs-6082	120	11	6	6	NUM
bitcs-6082	120	12	%	%	NOUN
bitcs-6082	120	13	for	for	ADP
bitcs-6082	120	14	its	its	PRON
bitcs-6082	120	15	purchases	purchase	NOUN
bitcs-6082	120	16	.	.	PUNCT
bitcs-6082	121	1	the	the	DET
bitcs-6082	121	2	support	support	NOUN
bitcs-6082	121	3	level	level	NOUN
bitcs-6082	121	4	of	of	ADP
bitcs-6082	121	5	coffee	coffee	NOUN
bitcs-6082	121	6	with	with	ADP
bitcs-6082	121	7	medialuna	medialuna	NOUN
bitcs-6082	121	8	is	be	AUX
bitcs-6082	121	9	measured	measure	VERB
bitcs-6082	121	10	at	at	ADP
bitcs-6082	121	11	3	3	NUM
bitcs-6082	121	12	%	%	NOUN
bitcs-6082	121	13	,	,	PUNCT
bitcs-6082	121	14	with	with	ADP
bitcs-6082	121	15	56	56	NUM
bitcs-6082	121	16	%	%	NOUN
bitcs-6082	121	17	of	of	ADP
bitcs-6082	121	18	those	those	PRON
bitcs-6082	121	19	who	who	PRON
bitcs-6082	121	20	buy	buy	VERB
bitcs-6082	121	21	medialuna	medialuna	NOUN
bitcs-6082	121	22	also	also	ADV
bitcs-6082	121	23	purchasing	purchase	VERB
bitcs-6082	121	24	coffee	coffee	NOUN
bitcs-6082	121	25	.	.	PUNCT
bitcs-6082	122	1	this	this	PRON
bitcs-6082	122	2	suggests	suggest	VERB
bitcs-6082	122	3	a	a	DET
bitcs-6082	122	4	significant	significant	ADJ
bitcs-6082	122	5	association	association	NOUN
bitcs-6082	122	6	between	between	ADP
bitcs-6082	122	7	coffee	coffee	NOUN
bitcs-6082	122	8	and	and	CCONJ
bitcs-6082	122	9	medialuna	medialuna	NOUN
bitcs-6082	122	10	,	,	PUNCT
bitcs-6082	122	11	indicating	indicate	VERB
bitcs-6082	122	12	that	that	SCONJ
bitcs-6082	122	13	they	they	PRON
bitcs-6082	122	14	are	be	AUX
bitcs-6082	122	15	often	often	ADV
bitcs-6082	122	16	bought	buy	VERB
bitcs-6082	122	17	together	together	ADV
bitcs-6082	122	18	.	.	PUNCT
bitcs-6082	123	1	in	in	ADP
bitcs-6082	123	2	contrast	contrast	NOUN
bitcs-6082	123	3	,	,	PUNCT
bitcs-6082	123	4	the	the	DET
bitcs-6082	123	5	association	association	NOUN
bitcs-6082	123	6	rules	rule	NOUN
bitcs-6082	123	7	derived	derive	VERB
bitcs-6082	123	8	from	from	ADP
bitcs-6082	123	9	the	the	DET
bitcs-6082	123	10	data	datum	NOUN
bitcs-6082	123	11	show	show	VERB
bitcs-6082	123	12	a	a	DET
bitcs-6082	123	13	4.9	4.9	NUM
bitcs-6082	123	14	%	%	NOUN
bitcs-6082	123	15	likelihood	likelihood	NOUN
bitcs-6082	123	16	of	of	ADP
bitcs-6082	123	17	encountering	encounter	VERB
bitcs-6082	123	18	both	both	CCONJ
bitcs-6082	123	19	coffee	coffee	NOUN
bitcs-6082	123	20	and	and	CCONJ
bitcs-6082	123	21	tea	tea	NOUN
bitcs-6082	123	22	in	in	ADP
bitcs-6082	123	23	customers	customer	NOUN
bitcs-6082	123	24	'	'	PART
bitcs-6082	123	25	purchases	purchase	NOUN
bitcs-6082	123	26	.	.	PUNCT
bitcs-6082	124	1	meanwhile	meanwhile	ADV
bitcs-6082	124	2	,	,	PUNCT
bitcs-6082	124	3	the	the	DET
bitcs-6082	124	4	occurrence	occurrence	NOUN
bitcs-6082	124	5	of	of	ADP
bitcs-6082	124	6	cake	cake	NOUN
bitcs-6082	124	7	in	in	ADP
bitcs-6082	124	8	conjunction	conjunction	NOUN
bitcs-6082	124	9	with	with	ADP
bitcs-6082	124	10	both	both	CCONJ
bitcs-6082	124	11	coffee	coffee	NOUN
bitcs-6082	124	12	and	and	CCONJ
bitcs-6082	124	13	tea	tea	NOUN
bitcs-6082	124	14	is	be	AUX
bitcs-6082	124	15	observed	observe	VERB
bitcs-6082	124	16	at	at	ADP
bitcs-6082	124	17	a	a	DET
bitcs-6082	124	18	rate	rate	NOUN
bitcs-6082	124	19	of	of	ADP
bitcs-6082	124	20	10	10	NUM
bitcs-6082	124	21	%	%	NOUN
bitcs-6082	124	22	.	.	PUNCT
bitcs-6082	125	1	furthermore	furthermore	ADV
bitcs-6082	125	2	,	,	PUNCT
bitcs-6082	125	3	9.6	9.6	NUM
bitcs-6082	125	4	%	%	NOUN
bitcs-6082	125	5	of	of	ADP
bitcs-6082	125	6	customers	customer	NOUN
bitcs-6082	125	7	who	who	PRON
bitcs-6082	125	8	purchase	purchase	VERB
bitcs-6082	125	9	cake	cake	NOUN
bitcs-6082	125	10	also	also	ADV
bitcs-6082	125	11	buy	buy	VERB
bitcs-6082	125	12	both	both	DET
bitcs-6082	125	13	coffee	coffee	NOUN
bitcs-6082	125	14	and	and	CCONJ
bitcs-6082	125	15	tea	tea	NOUN
bitcs-6082	125	16	,	,	PUNCT
bitcs-6082	125	17	suggesting	suggest	VERB
bitcs-6082	125	18	that	that	SCONJ
bitcs-6082	125	19	consumers	consumer	NOUN
bitcs-6082	125	20	tend	tend	VERB
bitcs-6082	125	21	to	to	PART
bitcs-6082	125	22	opt	opt	VERB
bitcs-6082	125	23	for	for	ADP
bitcs-6082	125	24	either	either	DET
bitcs-6082	125	25	tea	tea	NOUN
bitcs-6082	125	26	or	or	CCONJ
bitcs-6082	125	27	coffee	coffee	NOUN
bitcs-6082	125	28	,	,	PUNCT
bitcs-6082	125	29	but	but	CCONJ
bitcs-6082	125	30	not	not	PART
bitcs-6082	125	31	both	both	PRON
bitcs-6082	125	32	.	.	PUNCT
bitcs-6082	126	1	3	3	X
bitcs-6082	126	2	.	.	X
bitcs-6082	126	3	product	product	NOUN
bitcs-6082	126	4	affinities	affinity	NOUN
bitcs-6082	126	5	and	and	CCONJ
bitcs-6082	126	6	cross	cross	ADJ
bitcs-6082	126	7	-	-	ADJ
bitcs-6082	126	8	selling	selling	ADJ
bitcs-6082	126	9	opportunities	opportunity	NOUN
bitcs-6082	126	10	fig	fig	VERB
bitcs-6082	126	11	6	6	NUM
bitcs-6082	126	12	:	:	PUNCT
bitcs-6082	126	13	item	item	NOUN
bitcs-6082	126	14	affinities	affinity	NOUN
bitcs-6082	126	15	vol	vol	NOUN
bitcs-6082	126	16	.	.	PROPN
bitcs-6082	127	1	5	5	NUM
bitcs-6082	127	2	,	,	PUNCT
bitcs-6082	127	3	no.2	no.2	PROPN
bitcs-6082	127	4	june	june	PROPN
bitcs-6082	127	5	2024	2024	NUM
bitcs-6082	127	6	|	|	ADV
bitcs-6082	127	7	59	59	NUM
bitcs-6082	127	8	the	the	DET
bitcs-6082	127	9	examination	examination	NOUN
bitcs-6082	127	10	yielded	yield	VERB
bitcs-6082	127	11	significant	significant	ADJ
bitcs-6082	127	12	product	product	NOUN
bitcs-6082	127	13	affinities	affinity	NOUN
bitcs-6082	127	14	,	,	PUNCT
bitcs-6082	127	15	indicating	indicate	VERB
bitcs-6082	127	16	a	a	DET
bitcs-6082	127	17	pattern	pattern	NOUN
bitcs-6082	127	18	of	of	ADP
bitcs-6082	127	19	frequent	frequent	ADJ
bitcs-6082	127	20	co	co	NOUN
bitcs-6082	127	21	-	-	NOUN
bitcs-6082	127	22	purchases	purchase	NOUN
bitcs-6082	127	23	by	by	ADP
bitcs-6082	127	24	customers	customer	NOUN
bitcs-6082	127	25	.	.	PUNCT
bitcs-6082	128	1	as	as	SCONJ
bitcs-6082	128	2	depicted	depict	VERB
bitcs-6082	128	3	in	in	ADP
bitcs-6082	128	4	fig	fig	NOUN
bitcs-6082	128	5	.	.	PUNCT
bitcs-6082	129	1	6	6	NUM
bitcs-6082	129	2	,	,	PUNCT
bitcs-6082	129	3	the	the	DET
bitcs-6082	129	4	items	item	NOUN
bitcs-6082	129	5	strongly	strongly	ADV
bitcs-6082	129	6	associated	associate	VERB
bitcs-6082	129	7	with	with	ADP
bitcs-6082	129	8	coffee	coffee	NOUN
bitcs-6082	129	9	purchases	purchase	NOUN
bitcs-6082	129	10	include	include	VERB
bitcs-6082	129	11	toast	toast	NOUN
bitcs-6082	129	12	,	,	PUNCT
bitcs-6082	129	13	medialuna	medialuna	NOUN
bitcs-6082	129	14	,	,	PUNCT
bitcs-6082	129	15	spanish	spanish	ADJ
bitcs-6082	129	16	brunch	brunch	NOUN
bitcs-6082	129	17	,	,	PUNCT
bitcs-6082	129	18	pastry	pastry	NOUN
bitcs-6082	129	19	,	,	PUNCT
bitcs-6082	129	20	and	and	CCONJ
bitcs-6082	129	21	alfajores	alfajore	NOUN
bitcs-6082	129	22	.	.	PUNCT
bitcs-6082	130	1	this	this	DET
bitcs-6082	130	2	affinity	affinity	NOUN
bitcs-6082	130	3	could	could	AUX
bitcs-6082	130	4	be	be	AUX
bitcs-6082	130	5	attributed	attribute	VERB
bitcs-6082	130	6	to	to	ADP
bitcs-6082	130	7	consumer	consumer	NOUN
bitcs-6082	130	8	preferences	preference	NOUN
bitcs-6082	130	9	.	.	PUNCT
bitcs-6082	131	1	however	however	ADV
bitcs-6082	131	2	,	,	PUNCT
bitcs-6082	131	3	certain	certain	ADJ
bitcs-6082	131	4	items	item	NOUN
bitcs-6082	131	5	,	,	PUNCT
bitcs-6082	131	6	such	such	ADJ
bitcs-6082	131	7	as	as	ADP
bitcs-6082	131	8	cake	cake	NOUN
bitcs-6082	131	9	and	and	CCONJ
bitcs-6082	131	10	bread	bread	NOUN
bitcs-6082	131	11	,	,	PUNCT
bitcs-6082	131	12	displayed	display	VERB
bitcs-6082	131	13	lower	low	ADJ
bitcs-6082	131	14	affinities	affinity	NOUN
bitcs-6082	131	15	with	with	ADP
bitcs-6082	131	16	coffee	coffee	NOUN
bitcs-6082	131	17	.	.	PUNCT
bitcs-6082	132	1	this	this	PRON
bitcs-6082	132	2	could	could	AUX
bitcs-6082	132	3	be	be	AUX
bitcs-6082	132	4	explained	explain	VERB
bitcs-6082	132	5	by	by	ADP
bitcs-6082	132	6	the	the	DET
bitcs-6082	132	7	perception	perception	NOUN
bitcs-6082	132	8	among	among	ADP
bitcs-6082	132	9	consumers	consumer	NOUN
bitcs-6082	132	10	that	that	SCONJ
bitcs-6082	132	11	cakes	cake	NOUN
bitcs-6082	132	12	and	and	CCONJ
bitcs-6082	132	13	bread	bread	NOUN
bitcs-6082	132	14	contain	contain	VERB
bitcs-6082	132	15	higher	high	ADJ
bitcs-6082	132	16	sugar	sugar	NOUN
bitcs-6082	132	17	content	content	NOUN
bitcs-6082	132	18	,	,	PUNCT
bitcs-6082	132	19	leading	lead	VERB
bitcs-6082	132	20	to	to	ADP
bitcs-6082	132	21	reduced	reduce	VERB
bitcs-6082	132	22	consumption	consumption	NOUN
bitcs-6082	132	23	in	in	ADP
bitcs-6082	132	24	conjunction	conjunction	NOUN
bitcs-6082	132	25	with	with	ADP
bitcs-6082	132	26	coffee	coffee	NOUN
bitcs-6082	132	27	.	.	PUNCT
bitcs-6082	133	1	4	4	X
bitcs-6082	133	2	.	.	NOUN
bitcs-6082	133	3	time	time	NOUN
bitcs-6082	133	4	period	period	NOUN
bitcs-6082	133	5	trends	trend	NOUN
bitcs-6082	133	6	and	and	CCONJ
bitcs-6082	133	7	purchase	purchase	NOUN
bitcs-6082	133	8	behavior	behavior	NOUN
bitcs-6082	133	9	fig	fig	NOUN
bitcs-6082	133	10	7	7	NUM
bitcs-6082	133	11	:	:	PUNCT
bitcs-6082	133	12	time	time	NOUN
bitcs-6082	133	13	period	period	NOUN
bitcs-6082	133	14	trends	trend	NOUN
bitcs-6082	133	15	the	the	DET
bitcs-6082	133	16	research	research	NOUN
bitcs-6082	133	17	delved	delve	VERB
bitcs-6082	133	18	into	into	ADP
bitcs-6082	133	19	the	the	DET
bitcs-6082	133	20	seasonal	seasonal	ADJ
bitcs-6082	133	21	trends	trend	NOUN
bitcs-6082	133	22	in	in	ADP
bitcs-6082	133	23	consumer	consumer	NOUN
bitcs-6082	133	24	purchasing	purchasing	NOUN
bitcs-6082	133	25	behavior	behavior	NOUN
bitcs-6082	133	26	,	,	PUNCT
bitcs-6082	133	27	with	with	ADP
bitcs-6082	133	28	a	a	DET
bitcs-6082	133	29	focus	focus	NOUN
bitcs-6082	133	30	on	on	ADP
bitcs-6082	133	31	different	different	ADJ
bitcs-6082	133	32	time	time	NOUN
bitcs-6082	133	33	periods	period	NOUN
bitcs-6082	133	34	.	.	PUNCT
bitcs-6082	134	1	transactional	transactional	ADJ
bitcs-6082	134	2	data	datum	NOUN
bitcs-6082	134	3	analysis	analysis	NOUN
bitcs-6082	134	4	allowed	allow	VERB
bitcs-6082	134	5	the	the	DET
bitcs-6082	134	6	study	study	NOUN
bitcs-6082	134	7	to	to	PART
bitcs-6082	134	8	identify	identify	VERB
bitcs-6082	134	9	changes	change	NOUN
bitcs-6082	134	10	in	in	ADP
bitcs-6082	134	11	buying	buy	VERB
bitcs-6082	134	12	patterns	pattern	NOUN
bitcs-6082	134	13	throughout	throughout	ADP
bitcs-6082	134	14	the	the	DET
bitcs-6082	134	15	day	day	NOUN
bitcs-6082	134	16	—	—	PUNCT
bitcs-6082	134	17	morning	morning	NOUN
bitcs-6082	134	18	,	,	PUNCT
bitcs-6082	134	19	evening	evening	NOUN
bitcs-6082	134	20	,	,	PUNCT
bitcs-6082	134	21	afternoon	afternoon	NOUN
bitcs-6082	134	22	,	,	PUNCT
bitcs-6082	134	23	and	and	CCONJ
bitcs-6082	134	24	night	night	NOUN
bitcs-6082	134	25	.	.	PUNCT
bitcs-6082	135	1	fig	fig	NOUN
bitcs-6082	135	2	.	.	PUNCT
bitcs-6082	136	1	7	7	NUM
bitcs-6082	136	2	displays	display	VERB
bitcs-6082	136	3	the	the	DET
bitcs-6082	136	4	top	top	ADJ
bitcs-6082	136	5	10	10	NUM
bitcs-6082	136	6	items	item	NOUN
bitcs-6082	136	7	commonly	commonly	ADV
bitcs-6082	136	8	ordered	order	VERB
bitcs-6082	136	9	by	by	ADP
bitcs-6082	136	10	consumers	consumer	NOUN
bitcs-6082	136	11	during	during	ADP
bitcs-6082	136	12	these	these	DET
bitcs-6082	136	13	specific	specific	ADJ
bitcs-6082	136	14	time	time	NOUN
bitcs-6082	136	15	frames	frame	NOUN
bitcs-6082	136	16	.	.	PUNCT
bitcs-6082	137	1	during	during	ADP
bitcs-6082	137	2	morning	morning	NOUN
bitcs-6082	137	3	and	and	CCONJ
bitcs-6082	137	4	afternoon	afternoon	NOUN
bitcs-6082	137	5	hours	hour	NOUN
bitcs-6082	137	6	,	,	PUNCT
bitcs-6082	137	7	consumers	consumer	NOUN
bitcs-6082	137	8	showed	show	VERB
bitcs-6082	137	9	a	a	DET
bitcs-6082	137	10	higher	high	ADJ
bitcs-6082	137	11	tendency	tendency	NOUN
bitcs-6082	137	12	to	to	PART
bitcs-6082	137	13	purchase	purchase	VERB
bitcs-6082	137	14	significant	significant	ADJ
bitcs-6082	137	15	quantities	quantity	NOUN
bitcs-6082	137	16	of	of	ADP
bitcs-6082	137	17	coffee	coffee	NOUN
bitcs-6082	137	18	and	and	CCONJ
bitcs-6082	137	19	bread	bread	NOUN
bitcs-6082	137	20	.	.	PUNCT
bitcs-6082	138	1	however	however	ADV
bitcs-6082	138	2	,	,	PUNCT
bitcs-6082	138	3	no	no	DET
bitcs-6082	138	4	coffee	coffee	NOUN
bitcs-6082	138	5	was	be	AUX
bitcs-6082	138	6	observed	observe	VERB
bitcs-6082	138	7	in	in	ADP
bitcs-6082	138	8	night	night	NOUN
bitcs-6082	138	9	-	-	PUNCT
bitcs-6082	138	10	time	time	NOUN
bitcs-6082	138	11	orders	order	NOUN
bitcs-6082	138	12	,	,	PUNCT
bitcs-6082	138	13	where	where	SCONJ
bitcs-6082	138	14	vegan	vegan	NOUN
bitcs-6082	138	15	feast	feast	NOUN
bitcs-6082	138	16	and	and	CCONJ
bitcs-6082	138	17	hot	hot	ADJ
bitcs-6082	138	18	chocolate	chocolate	NOUN
bitcs-6082	138	19	toppings	topping	NOUN
bitcs-6082	138	20	were	be	AUX
bitcs-6082	138	21	more	more	ADV
bitcs-6082	138	22	prevalent	prevalent	ADJ
bitcs-6082	138	23	in	in	ADP
bitcs-6082	138	24	most	most	ADJ
bitcs-6082	138	25	shopping	shopping	NOUN
bitcs-6082	138	26	baskets	basket	NOUN
bitcs-6082	138	27	.	.	PUNCT
bitcs-6082	139	1	this	this	PRON
bitcs-6082	139	2	suggests	suggest	VERB
bitcs-6082	139	3	that	that	SCONJ
bitcs-6082	139	4	individuals	individual	NOUN
bitcs-6082	139	5	generally	generally	ADV
bitcs-6082	139	6	prefer	prefer	VERB
bitcs-6082	139	7	coffee	coffee	NOUN
bitcs-6082	139	8	during	during	ADP
bitcs-6082	139	9	morning	morning	NOUN
bitcs-6082	139	10	and	and	CCONJ
bitcs-6082	139	11	afternoon	afternoon	NOUN
bitcs-6082	139	12	hours	hour	NOUN
bitcs-6082	139	13	to	to	PART
bitcs-6082	139	14	stay	stay	VERB
bitcs-6082	139	15	refreshed	refresh	VERB
bitcs-6082	139	16	and	and	CCONJ
bitcs-6082	139	17	productive	productive	ADJ
bitcs-6082	139	18	throughout	throughout	ADP
bitcs-6082	139	19	the	the	DET
bitcs-6082	139	20	day	day	NOUN
bitcs-6082	139	21	.	.	PUNCT
bitcs-6082	140	1	conversely	conversely	ADV
bitcs-6082	140	2	,	,	PUNCT
bitcs-6082	140	3	during	during	ADP
bitcs-6082	140	4	nighttime	nighttime	NOUN
bitcs-6082	140	5	,	,	PUNCT
bitcs-6082	140	6	juice	juice	NOUN
bitcs-6082	140	7	,	,	PUNCT
bitcs-6082	140	8	and	and	CCONJ
bitcs-6082	140	9	mineral	mineral	NOUN
bitcs-6082	140	10	water	water	NOUN
bitcs-6082	140	11	were	be	AUX
bitcs-6082	140	12	the	the	DET
bitcs-6082	140	13	preferred	preferred	ADJ
bitcs-6082	140	14	choices	choice	NOUN
bitcs-6082	140	15	.	.	PUNCT
bitcs-6082	141	1	it	it	PRON
bitcs-6082	141	2	could	could	AUX
bitcs-6082	141	3	be	be	AUX
bitcs-6082	141	4	possible	possible	ADJ
bitcs-6082	141	5	that	that	SCONJ
bitcs-6082	141	6	consumers	consumer	NOUN
bitcs-6082	141	7	opt	opt	VERB
bitcs-6082	141	8	for	for	ADP
bitcs-6082	141	9	hydrating	hydrate	VERB
bitcs-6082	141	10	options	option	NOUN
bitcs-6082	141	11	in	in	ADP
bitcs-6082	141	12	the	the	DET
bitcs-6082	141	13	evening	evening	NOUN
bitcs-6082	141	14	and	and	CCONJ
bitcs-6082	141	15	may	may	AUX
bitcs-6082	141	16	also	also	ADV
bitcs-6082	141	17	purchase	purchase	VERB
bitcs-6082	141	18	sweet	sweet	ADJ
bitcs-6082	141	19	treats	treat	NOUN
bitcs-6082	141	20	for	for	ADP
bitcs-6082	141	21	their	their	PRON
bitcs-6082	141	22	families	family	NOUN
bitcs-6082	141	23	during	during	ADP
bitcs-6082	141	24	this	this	DET
bitcs-6082	141	25	period	period	NOUN
bitcs-6082	141	26	.	.	PUNCT
bitcs-6082	142	1	5	5	X
bitcs-6082	142	2	.	.	X
bitcs-6082	142	3	optimizing	optimize	VERB
bitcs-6082	142	4	store	store	NOUN
bitcs-6082	142	5	layout	layout	VERB
bitcs-6082	142	6	the	the	DET
bitcs-6082	142	7	analysis	analysis	NOUN
bitcs-6082	142	8	of	of	ADP
bitcs-6082	142	9	consumer	consumer	NOUN
bitcs-6082	142	10	buying	buying	NOUN
bitcs-6082	142	11	patterns	pattern	NOUN
bitcs-6082	142	12	provided	provide	VERB
bitcs-6082	142	13	insights	insight	NOUN
bitcs-6082	142	14	into	into	ADP
bitcs-6082	142	15	the	the	DET
bitcs-6082	142	16	optimization	optimization	NOUN
bitcs-6082	142	17	of	of	ADP
bitcs-6082	142	18	the	the	DET
bitcs-6082	142	19	supermarket	supermarket	NOUN
bitcs-6082	142	20	's	's	PART
bitcs-6082	142	21	store	store	NOUN
bitcs-6082	142	22	layout	layout	NOUN
bitcs-6082	142	23	.	.	PUNCT
bitcs-6082	143	1	by	by	ADP
bitcs-6082	143	2	strategically	strategically	ADV
bitcs-6082	143	3	placing	place	VERB
bitcs-6082	143	4	frequently	frequently	ADV
bitcs-6082	143	5	co	co	ADJ
bitcs-6082	143	6	-	-	ADJ
bitcs-6082	143	7	purchased	purchase	VERB
bitcs-6082	143	8	items	item	NOUN
bitcs-6082	143	9	closer	close	ADV
bitcs-6082	143	10	together	together	ADV
bitcs-6082	143	11	,	,	PUNCT
bitcs-6082	143	12	the	the	DET
bitcs-6082	143	13	supermarket	supermarket	NOUN
bitcs-6082	143	14	can	can	AUX
bitcs-6082	143	15	create	create	VERB
bitcs-6082	143	16	a	a	DET
bitcs-6082	143	17	more	more	ADV
bitcs-6082	143	18	convenient	convenient	ADJ
bitcs-6082	143	19	shopping	shopping	NOUN
bitcs-6082	143	20	experience	experience	NOUN
bitcs-6082	143	21	for	for	ADP
bitcs-6082	143	22	customers	customer	NOUN
bitcs-6082	143	23	and	and	CCONJ
bitcs-6082	143	24	potentially	potentially	ADV
bitcs-6082	143	25	increase	increase	VERB
bitcs-6082	143	26	impulse	impulse	ADJ
bitcs-6082	143	27	purchases	purchase	NOUN
bitcs-6082	143	28	.	.	PUNCT
bitcs-6082	144	1	in	in	ADP
bitcs-6082	144	2	conclusion	conclusion	NOUN
bitcs-6082	144	3	,	,	PUNCT
bitcs-6082	144	4	the	the	DET
bitcs-6082	144	5	application	application	NOUN
bitcs-6082	144	6	of	of	ADP
bitcs-6082	144	7	the	the	DET
bitcs-6082	144	8	apriori	apriori	ADJ
bitcs-6082	144	9	algorithm	algorithm	NOUN
bitcs-6082	144	10	and	and	CCONJ
bitcs-6082	144	11	market	market	NOUN
bitcs-6082	144	12	basket	basket	NOUN
bitcs-6082	144	13	analysis	analysis	NOUN
bitcs-6082	144	14	proved	prove	VERB
bitcs-6082	144	15	highly	highly	ADV
bitcs-6082	144	16	valuable	valuable	ADJ
bitcs-6082	144	17	in	in	ADP
bitcs-6082	144	18	uncovering	uncover	VERB
bitcs-6082	144	19	consumer	consumer	NOUN
bitcs-6082	144	20	buying	buying	NOUN
bitcs-6082	144	21	patterns	pattern	NOUN
bitcs-6082	144	22	in	in	ADP
bitcs-6082	144	23	the	the	DET
bitcs-6082	144	24	kenyan	kenyan	ADJ
bitcs-6082	144	25	supermarket	supermarket	NOUN
bitcs-6082	144	26	.	.	PUNCT
bitcs-6082	145	1	the	the	DET
bitcs-6082	145	2	findings	finding	NOUN
bitcs-6082	145	3	provided	provide	VERB
bitcs-6082	145	4	actionable	actionable	ADJ
bitcs-6082	145	5	insights	insight	NOUN
bitcs-6082	145	6	for	for	ADP
bitcs-6082	145	7	the	the	DET
bitcs-6082	145	8	supermarket	supermarket	NOUN
bitcs-6082	145	9	to	to	PART
bitcs-6082	145	10	optimize	optimize	VERB
bitcs-6082	145	11	marketing	marketing	NOUN
bitcs-6082	145	12	strategies	strategy	NOUN
bitcs-6082	145	13	,	,	PUNCT
bitcs-6082	145	14	enhance	enhance	VERB
bitcs-6082	145	15	product	product	NOUN
bitcs-6082	145	16	bundling	bundle	VERB
bitcs-6082	145	17	and	and	CCONJ
bitcs-6082	145	18	cross	cross	ADJ
bitcs-6082	145	19	-	-	ADJ
bitcs-6082	145	20	selling	selling	ADJ
bitcs-6082	145	21	opportunities	opportunity	NOUN
bitcs-6082	145	22	,	,	PUNCT
bitcs-6082	145	23	and	and	CCONJ
bitcs-6082	145	24	improve	improve	VERB
bitcs-6082	145	25	customer	customer	NOUN
bitcs-6082	145	26	satisfaction	satisfaction	NOUN
bitcs-6082	145	27	.	.	PUNCT
bitcs-6082	146	1	by	by	ADP
bitcs-6082	146	2	leveraging	leverage	VERB
bitcs-6082	146	3	these	these	DET
bitcs-6082	146	4	insights	insight	NOUN
bitcs-6082	146	5	,	,	PUNCT
bitcs-6082	146	6	the	the	DET
bitcs-6082	146	7	vol	vol	NOUN
bitcs-6082	146	8	.	.	PROPN
bitcs-6082	146	9	5	5	NUM
bitcs-6082	146	10	,	,	PUNCT
bitcs-6082	146	11	no.2	no.2	PROPN
bitcs-6082	146	12	june	june	PROPN
bitcs-6082	146	13	2024	2024	NUM
bitcs-6082	146	14	|	|	ADV
bitcs-6082	146	15	60	60	NUM
bitcs-6082	146	16	supermarket	supermarket	NOUN
bitcs-6082	146	17	can	can	AUX
bitcs-6082	146	18	stay	stay	VERB
bitcs-6082	146	19	competitive	competitive	ADJ
bitcs-6082	146	20	in	in	ADP
bitcs-6082	146	21	the	the	DET
bitcs-6082	146	22	market	market	NOUN
bitcs-6082	146	23	and	and	CCONJ
bitcs-6082	146	24	provide	provide	VERB
bitcs-6082	146	25	a	a	DET
bitcs-6082	146	26	more	more	ADV
bitcs-6082	146	27	personalized	personalized	ADJ
bitcs-6082	146	28	and	and	CCONJ
bitcs-6082	146	29	enjoyable	enjoyable	ADJ
bitcs-6082	146	30	shopping	shopping	NOUN
bitcs-6082	146	31	experience	experience	NOUN
bitcs-6082	146	32	for	for	ADP
bitcs-6082	146	33	its	its	PRON
bitcs-6082	146	34	customers	customer	NOUN
bitcs-6082	146	35	.	.	PUNCT
bitcs-6082	147	1	the	the	DET
bitcs-6082	147	2	findings	finding	NOUN
bitcs-6082	147	3	of	of	ADP
bitcs-6082	147	4	this	this	DET
bitcs-6082	147	5	study	study	NOUN
bitcs-6082	147	6	demonstrate	demonstrate	VERB
bitcs-6082	147	7	the	the	DET
bitcs-6082	147	8	effectiveness	effectiveness	NOUN
bitcs-6082	147	9	of	of	ADP
bitcs-6082	147	10	employing	employ	VERB
bitcs-6082	147	11	the	the	DET
bitcs-6082	147	12	apriori	apriori	ADJ
bitcs-6082	147	13	algorithm	algorithm	NOUN
bitcs-6082	147	14	and	and	CCONJ
bitcs-6082	147	15	market	market	NOUN
bitcs-6082	147	16	basket	basket	NOUN
bitcs-6082	147	17	analysis	analysis	NOUN
bitcs-6082	147	18	(	(	PUNCT
bitcs-6082	147	19	mba	mba	NOUN
bitcs-6082	147	20	)	)	PUNCT
bitcs-6082	147	21	to	to	PART
bitcs-6082	147	22	uncover	uncover	VERB
bitcs-6082	147	23	valuable	valuable	ADJ
bitcs-6082	147	24	insights	insight	NOUN
bitcs-6082	147	25	into	into	ADP
bitcs-6082	147	26	consumer	consumer	NOUN
bitcs-6082	147	27	buying	buying	NOUN
bitcs-6082	147	28	patterns	pattern	NOUN
bitcs-6082	147	29	in	in	ADP
bitcs-6082	147	30	a	a	DET
bitcs-6082	147	31	kenyan	kenyan	ADJ
bitcs-6082	147	32	supermarket	supermarket	NOUN
bitcs-6082	147	33	.	.	PUNCT
bitcs-6082	148	1	the	the	DET
bitcs-6082	148	2	analysis	analysis	NOUN
bitcs-6082	148	3	of	of	ADP
bitcs-6082	148	4	transactional	transactional	ADJ
bitcs-6082	148	5	data	datum	NOUN
bitcs-6082	148	6	provided	provide	VERB
bitcs-6082	148	7	significant	significant	ADJ
bitcs-6082	148	8	results	result	NOUN
bitcs-6082	148	9	that	that	PRON
bitcs-6082	148	10	can	can	AUX
bitcs-6082	148	11	be	be	AUX
bitcs-6082	148	12	utilized	utilize	VERB
bitcs-6082	148	13	by	by	ADP
bitcs-6082	148	14	the	the	DET
bitcs-6082	148	15	supermarket	supermarket	NOUN
bitcs-6082	148	16	to	to	PART
bitcs-6082	148	17	enhance	enhance	VERB
bitcs-6082	148	18	its	its	PRON
bitcs-6082	148	19	marketing	marketing	NOUN
bitcs-6082	148	20	strategies	strategy	NOUN
bitcs-6082	148	21	,	,	PUNCT
bitcs-6082	148	22	optimize	optimize	NOUN
bitcs-6082	148	23	product	product	NOUN
bitcs-6082	148	24	placements	placement	NOUN
bitcs-6082	148	25	,	,	PUNCT
bitcs-6082	148	26	and	and	CCONJ
bitcs-6082	148	27	improve	improve	VERB
bitcs-6082	148	28	customer	customer	NOUN
bitcs-6082	148	29	satisfaction	satisfaction	NOUN
bitcs-6082	148	30	.	.	PUNCT
bitcs-6082	149	1	1	1	X
bitcs-6082	149	2	.	.	X
bitcs-6082	149	3	market	market	NOUN
bitcs-6082	149	4	basket	basket	NOUN
bitcs-6082	149	5	analysis	analysis	NOUN
bitcs-6082	149	6	reveals	reveal	VERB
bitcs-6082	149	7	frequent	frequent	ADJ
bitcs-6082	149	8	item	item	NOUN
bitcs-6082	149	9	sets	set	VERB
bitcs-6082	149	10	the	the	DET
bitcs-6082	149	11	application	application	NOUN
bitcs-6082	149	12	of	of	ADP
bitcs-6082	149	13	the	the	DET
bitcs-6082	149	14	apriori	apriori	ADJ
bitcs-6082	149	15	algorithm	algorithm	NOUN
bitcs-6082	149	16	successfully	successfully	ADV
bitcs-6082	149	17	identified	identify	VERB
bitcs-6082	149	18	frequent	frequent	ADJ
bitcs-6082	149	19	item	item	NOUN
bitcs-6082	149	20	sets	set	NOUN
bitcs-6082	149	21	,	,	PUNCT
bitcs-6082	149	22	representing	represent	VERB
bitcs-6082	149	23	sets	set	NOUN
bitcs-6082	149	24	of	of	ADP
bitcs-6082	149	25	products	product	NOUN
bitcs-6082	149	26	that	that	PRON
bitcs-6082	149	27	are	be	AUX
bitcs-6082	149	28	frequently	frequently	ADV
bitcs-6082	149	29	purchased	purchase	VERB
bitcs-6082	149	30	together	together	ADV
bitcs-6082	149	31	by	by	ADP
bitcs-6082	149	32	customers	customer	NOUN
bitcs-6082	149	33	.	.	PUNCT
bitcs-6082	150	1	by	by	ADP
bitcs-6082	150	2	promoting	promote	VERB
bitcs-6082	150	3	cake	cake	NOUN
bitcs-6082	150	4	or	or	CCONJ
bitcs-6082	150	5	pastry	pastry	NOUN
bitcs-6082	150	6	discounts	discount	NOUN
bitcs-6082	150	7	alongside	alongside	ADP
bitcs-6082	150	8	coffee	coffee	NOUN
bitcs-6082	150	9	or	or	CCONJ
bitcs-6082	150	10	tea	tea	NOUN
bitcs-6082	150	11	purchases	purchase	NOUN
bitcs-6082	150	12	can	can	AUX
bitcs-6082	150	13	stimulate	stimulate	VERB
bitcs-6082	150	14	additional	additional	ADJ
bitcs-6082	150	15	sales	sale	NOUN
bitcs-6082	150	16	and	and	CCONJ
bitcs-6082	150	17	create	create	VERB
bitcs-6082	150	18	a	a	DET
bitcs-6082	150	19	sense	sense	NOUN
bitcs-6082	150	20	of	of	ADP
bitcs-6082	150	21	convenience	convenience	NOUN
bitcs-6082	150	22	for	for	ADP
bitcs-6082	150	23	consumers	consumer	NOUN
bitcs-6082	150	24	looking	look	VERB
bitcs-6082	150	25	for	for	ADP
bitcs-6082	150	26	complementary	complementary	ADJ
bitcs-6082	150	27	treats	treat	NOUN
bitcs-6082	150	28	.	.	PUNCT
bitcs-6082	151	1	according	accord	VERB
bitcs-6082	151	2	to	to	ADP
bitcs-6082	151	3	ünvan	ünvan	PROPN
bitcs-6082	151	4	[	[	X
bitcs-6082	151	5	20	20	NUM
bitcs-6082	151	6	]	]	PUNCT
bitcs-6082	151	7	,	,	PUNCT
bitcs-6082	151	8	it	it	PRON
bitcs-6082	151	9	is	be	AUX
bitcs-6082	151	10	recommended	recommend	VERB
bitcs-6082	151	11	to	to	PART
bitcs-6082	151	12	position	position	VERB
bitcs-6082	151	13	related	related	ADJ
bitcs-6082	151	14	products	product	NOUN
bitcs-6082	151	15	in	in	ADP
bitcs-6082	151	16	close	close	ADJ
bitcs-6082	151	17	proximity	proximity	NOUN
bitcs-6082	151	18	to	to	ADP
bitcs-6082	151	19	one	one	NUM
bitcs-6082	151	20	another	another	DET
bitcs-6082	151	21	.	.	PUNCT
bitcs-6082	152	1	moreover	moreover	ADV
bitcs-6082	152	2	,	,	PUNCT
bitcs-6082	152	3	given	give	VERB
bitcs-6082	152	4	the	the	DET
bitcs-6082	152	5	popularity	popularity	NOUN
bitcs-6082	152	6	of	of	ADP
bitcs-6082	152	7	coffee	coffee	NOUN
bitcs-6082	152	8	,	,	PUNCT
bitcs-6082	152	9	bread	bread	NOUN
bitcs-6082	152	10	,	,	PUNCT
bitcs-6082	152	11	and	and	CCONJ
bitcs-6082	152	12	cake	cake	NOUN
bitcs-6082	152	13	as	as	ADP
bitcs-6082	152	14	co	co	ADJ
bitcs-6082	152	15	-	-	ADJ
bitcs-6082	152	16	occurring	occurring	ADJ
bitcs-6082	152	17	items	item	NOUN
bitcs-6082	152	18	,	,	PUNCT
bitcs-6082	152	19	restaurants	restaurant	NOUN
bitcs-6082	152	20	,	,	PUNCT
bitcs-6082	152	21	cafes	cafe	NOUN
bitcs-6082	152	22	,	,	PUNCT
bitcs-6082	152	23	and	and	CCONJ
bitcs-6082	152	24	supermarkets	supermarket	NOUN
bitcs-6082	152	25	can	can	AUX
bitcs-6082	152	26	strategically	strategically	ADV
bitcs-6082	152	27	design	design	VERB
bitcs-6082	152	28	their	their	PRON
bitcs-6082	152	29	menus	menu	NOUN
bitcs-6082	152	30	and	and	CCONJ
bitcs-6082	152	31	displays	display	NOUN
bitcs-6082	152	32	to	to	PART
bitcs-6082	152	33	highlight	highlight	VERB
bitcs-6082	152	34	these	these	DET
bitcs-6082	152	35	combinations	combination	NOUN
bitcs-6082	152	36	.	.	PUNCT
bitcs-6082	153	1	creating	create	VERB
bitcs-6082	153	2	visually	visually	ADV
bitcs-6082	153	3	appealing	appealing	ADJ
bitcs-6082	153	4	displays	display	NOUN
bitcs-6082	153	5	showcasing	showcase	VERB
bitcs-6082	153	6	these	these	DET
bitcs-6082	153	7	items	item	NOUN
bitcs-6082	153	8	together	together	ADV
bitcs-6082	153	9	can	can	AUX
bitcs-6082	153	10	influence	influence	VERB
bitcs-6082	153	11	customer	customer	NOUN
bitcs-6082	153	12	choices	choice	NOUN
bitcs-6082	153	13	and	and	CCONJ
bitcs-6082	153	14	drive	drive	VERB
bitcs-6082	153	15	impulse	impulse	ADJ
bitcs-6082	153	16	purchases	purchase	NOUN
bitcs-6082	153	17	.	.	PUNCT
bitcs-6082	154	1	additionally	additionally	ADV
bitcs-6082	154	2	,	,	PUNCT
bitcs-6082	154	3	in	in	ADP
bitcs-6082	154	4	leveraging	leverage	VERB
bitcs-6082	154	5	the	the	DET
bitcs-6082	154	6	information	information	NOUN
bitcs-6082	154	7	about	about	ADP
bitcs-6082	154	8	coffee	coffee	NOUN
bitcs-6082	154	9	's	's	PART
bitcs-6082	154	10	high	high	ADJ
bitcs-6082	154	11	prevalence	prevalence	NOUN
bitcs-6082	154	12	in	in	ADP
bitcs-6082	154	13	shopping	shopping	NOUN
bitcs-6082	154	14	baskets	basket	NOUN
bitcs-6082	154	15	,	,	PUNCT
bitcs-6082	154	16	businesses	business	NOUN
bitcs-6082	154	17	can	can	AUX
bitcs-6082	154	18	design	design	VERB
bitcs-6082	154	19	loyalty	loyalty	NOUN
bitcs-6082	154	20	programs	program	NOUN
bitcs-6082	154	21	focused	focus	VERB
bitcs-6082	154	22	on	on	ADP
bitcs-6082	154	23	coffee	coffee	NOUN
bitcs-6082	154	24	enthusiasts	enthusiast	NOUN
bitcs-6082	154	25	.	.	PUNCT
bitcs-6082	155	1	offering	offer	VERB
bitcs-6082	155	2	exclusive	exclusive	ADJ
bitcs-6082	155	3	benefits	benefit	NOUN
bitcs-6082	155	4	or	or	CCONJ
bitcs-6082	155	5	rewards	reward	NOUN
bitcs-6082	155	6	for	for	ADP
bitcs-6082	155	7	coffee	coffee	NOUN
bitcs-6082	155	8	-	-	PUNCT
bitcs-6082	155	9	related	relate	VERB
bitcs-6082	155	10	purchases	purchase	NOUN
bitcs-6082	155	11	can	can	AUX
bitcs-6082	155	12	incentivize	incentivize	VERB
bitcs-6082	155	13	repeat	repeat	NOUN
bitcs-6082	155	14	visits	visit	NOUN
bitcs-6082	155	15	and	and	CCONJ
bitcs-6082	155	16	build	build	VERB
bitcs-6082	155	17	customer	customer	NOUN
bitcs-6082	155	18	loyalty	loyalty	NOUN
bitcs-6082	155	19	.	.	PUNCT
bitcs-6082	156	1	2	2	X
bitcs-6082	156	2	.	.	X
bitcs-6082	156	3	association	association	NOUN
bitcs-6082	156	4	rules	rule	NOUN
bitcs-6082	156	5	offer	offer	VERB
bitcs-6082	156	6	actionable	actionable	ADJ
bitcs-6082	156	7	insights	insight	NOUN
bitcs-6082	156	8	by	by	ADP
bitcs-6082	156	9	deriving	derive	VERB
bitcs-6082	156	10	association	association	NOUN
bitcs-6082	156	11	rules	rule	NOUN
bitcs-6082	156	12	from	from	ADP
bitcs-6082	156	13	the	the	DET
bitcs-6082	156	14	frequent	frequent	ADJ
bitcs-6082	156	15	item	item	NOUN
bitcs-6082	156	16	sets	set	NOUN
bitcs-6082	156	17	,	,	PUNCT
bitcs-6082	156	18	the	the	DET
bitcs-6082	156	19	study	study	NOUN
bitcs-6082	156	20	identified	identify	VERB
bitcs-6082	156	21	marketing	marketing	NOUN
bitcs-6082	156	22	implications	implication	NOUN
bitcs-6082	156	23	,	,	PUNCT
bitcs-6082	156	24	that	that	PRON
bitcs-6082	156	25	could	could	AUX
bitcs-6082	156	26	enhance	enhance	VERB
bitcs-6082	156	27	customer	customer	NOUN
bitcs-6082	156	28	satisfaction	satisfaction	NOUN
bitcs-6082	156	29	by	by	ADP
bitcs-6082	156	30	catering	cater	VERB
bitcs-6082	156	31	to	to	ADP
bitcs-6082	156	32	their	their	PRON
bitcs-6082	156	33	preferences	preference	NOUN
bitcs-6082	156	34	and	and	CCONJ
bitcs-6082	156	35	needs	need	NOUN
bitcs-6082	156	36	.	.	PUNCT
bitcs-6082	157	1	the	the	DET
bitcs-6082	157	2	association	association	NOUN
bitcs-6082	157	3	rule	rule	NOUN
bitcs-6082	157	4	indicating	indicate	VERB
bitcs-6082	157	5	that	that	SCONJ
bitcs-6082	157	6	70	70	NUM
bitcs-6082	157	7	%	%	NOUN
bitcs-6082	157	8	of	of	ADP
bitcs-6082	157	9	customers	customer	NOUN
bitcs-6082	157	10	who	who	PRON
bitcs-6082	157	11	purchase	purchase	VERB
bitcs-6082	157	12	toast	toast	NOUN
bitcs-6082	157	13	also	also	ADV
bitcs-6082	157	14	buy	buy	VERB
bitcs-6082	157	15	coffee	coffee	NOUN
bitcs-6082	157	16	suggests	suggest	VERB
bitcs-6082	157	17	a	a	DET
bitcs-6082	157	18	strong	strong	ADJ
bitcs-6082	157	19	preference	preference	NOUN
bitcs-6082	157	20	for	for	ADP
bitcs-6082	157	21	coffee	coffee	NOUN
bitcs-6082	157	22	over	over	ADP
bitcs-6082	157	23	toast	toast	NOUN
bitcs-6082	157	24	.	.	PUNCT
bitcs-6082	158	1	this	this	PRON
bitcs-6082	158	2	implies	imply	VERB
bitcs-6082	158	3	that	that	SCONJ
bitcs-6082	158	4	promoting	promote	VERB
bitcs-6082	158	5	coffee	coffee	NOUN
bitcs-6082	158	6	in	in	ADP
bitcs-6082	158	7	combination	combination	NOUN
bitcs-6082	158	8	with	with	ADP
bitcs-6082	158	9	toast	toast	NOUN
bitcs-6082	158	10	or	or	CCONJ
bitcs-6082	158	11	as	as	ADP
bitcs-6082	158	12	a	a	DET
bitcs-6082	158	13	complementary	complementary	ADJ
bitcs-6082	158	14	item	item	NOUN
bitcs-6082	158	15	could	could	AUX
bitcs-6082	158	16	further	far	ADV
bitcs-6082	158	17	boost	boost	VERB
bitcs-6082	158	18	coffee	coffee	NOUN
bitcs-6082	158	19	sales	sale	NOUN
bitcs-6082	158	20	.	.	PUNCT
bitcs-6082	159	1	these	these	DET
bitcs-6082	159	2	findings	finding	NOUN
bitcs-6082	159	3	align	align	VERB
bitcs-6082	159	4	with	with	ADP
bitcs-6082	159	5	the	the	DET
bitcs-6082	159	6	research	research	NOUN
bitcs-6082	159	7	conducted	conduct	VERB
bitcs-6082	159	8	by	by	ADP
bitcs-6082	159	9	suryadi	suryadi	NOUN
bitcs-6082	159	10	and	and	CCONJ
bitcs-6082	159	11	islami	islami	NOUN
bitcs-6082	159	12	[	[	X
bitcs-6082	159	13	18	18	NUM
bitcs-6082	159	14	]	]	PUNCT
bitcs-6082	159	15	,	,	PUNCT
bitcs-6082	159	16	which	which	PRON
bitcs-6082	159	17	highlights	highlight	VERB
bitcs-6082	159	18	the	the	DET
bitcs-6082	159	19	significance	significance	NOUN
bitcs-6082	159	20	of	of	ADP
bitcs-6082	159	21	strategically	strategically	ADV
bitcs-6082	159	22	placing	place	VERB
bitcs-6082	159	23	frequently	frequently	ADV
bitcs-6082	159	24	purchased	purchase	VERB
bitcs-6082	159	25	products	product	NOUN
bitcs-6082	159	26	to	to	PART
bitcs-6082	159	27	enhance	enhance	VERB
bitcs-6082	159	28	revenue	revenue	NOUN
bitcs-6082	159	29	generation	generation	NOUN
bitcs-6082	159	30	.	.	PUNCT
bitcs-6082	160	1	while	while	SCONJ
bitcs-6082	160	2	spanish	spanish	ADJ
bitcs-6082	160	3	brunch	brunch	NOUN
bitcs-6082	160	4	has	have	VERB
bitcs-6082	160	5	a	a	DET
bitcs-6082	160	6	low	low	ADJ
bitcs-6082	160	7	occurrence	occurrence	NOUN
bitcs-6082	160	8	rate	rate	NOUN
bitcs-6082	160	9	(	(	PUNCT
bitcs-6082	160	10	1	1	NUM
bitcs-6082	160	11	%	%	NOUN
bitcs-6082	160	12	)	)	PUNCT
bitcs-6082	160	13	,	,	PUNCT
bitcs-6082	160	14	it	it	PRON
bitcs-6082	160	15	is	be	AUX
bitcs-6082	160	16	the	the	DET
bitcs-6082	160	17	second	second	ADJ
bitcs-6082	160	18	preference	preference	NOUN
bitcs-6082	160	19	for	for	ADP
bitcs-6082	160	20	many	many	ADJ
bitcs-6082	160	21	customers	customer	NOUN
bitcs-6082	160	22	after	after	ADP
bitcs-6082	160	23	coffee	coffee	NOUN
bitcs-6082	160	24	.	.	PUNCT
bitcs-6082	161	1	to	to	PART
bitcs-6082	161	2	attract	attract	VERB
bitcs-6082	161	3	more	more	ADJ
bitcs-6082	161	4	customers	customer	NOUN
bitcs-6082	161	5	interested	interested	ADJ
bitcs-6082	161	6	in	in	ADP
bitcs-6082	161	7	spanish	spanish	ADJ
bitcs-6082	161	8	brunch	brunch	NOUN
bitcs-6082	161	9	,	,	PUNCT
bitcs-6082	161	10	targeted	target	VERB
bitcs-6082	161	11	marketing	marketing	NOUN
bitcs-6082	161	12	campaigns	campaign	NOUN
bitcs-6082	161	13	or	or	CCONJ
bitcs-6082	161	14	promotions	promotion	NOUN
bitcs-6082	161	15	highlighting	highlight	VERB
bitcs-6082	161	16	this	this	DET
bitcs-6082	161	17	item	item	NOUN
bitcs-6082	161	18	could	could	AUX
bitcs-6082	161	19	be	be	AUX
bitcs-6082	161	20	implemented	implement	VERB
bitcs-6082	161	21	.	.	PUNCT
bitcs-6082	162	1	medialuna	medialuna	PROPN
bitcs-6082	162	2	is	be	AUX
bitcs-6082	162	3	chosen	choose	VERB
bitcs-6082	162	4	by	by	ADP
bitcs-6082	162	5	6	6	NUM
bitcs-6082	162	6	%	%	NOUN
bitcs-6082	162	7	of	of	ADP
bitcs-6082	162	8	customers	customer	NOUN
bitcs-6082	162	9	,	,	PUNCT
bitcs-6082	162	10	and	and	CCONJ
bitcs-6082	162	11	56	56	NUM
bitcs-6082	162	12	%	%	NOUN
bitcs-6082	162	13	of	of	ADP
bitcs-6082	162	14	those	those	PRON
bitcs-6082	162	15	who	who	PRON
bitcs-6082	162	16	buy	buy	VERB
bitcs-6082	162	17	medialuna	medialuna	NOUN
bitcs-6082	162	18	also	also	ADV
bitcs-6082	162	19	buy	buy	VERB
bitcs-6082	162	20	coffee	coffee	NOUN
bitcs-6082	162	21	.	.	PUNCT
bitcs-6082	163	1	promoting	promote	VERB
bitcs-6082	163	2	medialuna	medialuna	NOUN
bitcs-6082	163	3	alongside	alongside	ADP
bitcs-6082	163	4	coffee	coffee	NOUN
bitcs-6082	163	5	or	or	CCONJ
bitcs-6082	163	6	creating	create	VERB
bitcs-6082	163	7	special	special	ADJ
bitcs-6082	163	8	offers	offer	NOUN
bitcs-6082	163	9	for	for	ADP
bitcs-6082	163	10	this	this	DET
bitcs-6082	163	11	combination	combination	NOUN
bitcs-6082	163	12	could	could	AUX
bitcs-6082	163	13	enhance	enhance	VERB
bitcs-6082	163	14	sales	sale	NOUN
bitcs-6082	163	15	and	and	CCONJ
bitcs-6082	163	16	encourage	encourage	VERB
bitcs-6082	163	17	customers	customer	NOUN
bitcs-6082	163	18	to	to	PART
bitcs-6082	163	19	try	try	VERB
bitcs-6082	163	20	both	both	DET
bitcs-6082	163	21	items	item	NOUN
bitcs-6082	163	22	together	together	ADV
bitcs-6082	163	23	.	.	PUNCT
bitcs-6082	164	1	the	the	DET
bitcs-6082	164	2	association	association	NOUN
bitcs-6082	164	3	rule	rule	NOUN
bitcs-6082	164	4	indicating	indicate	VERB
bitcs-6082	164	5	that	that	SCONJ
bitcs-6082	164	6	9.6	9.6	NUM
bitcs-6082	164	7	%	%	NOUN
bitcs-6082	164	8	of	of	ADP
bitcs-6082	164	9	customers	customer	NOUN
bitcs-6082	164	10	who	who	PRON
bitcs-6082	164	11	purchase	purchase	VERB
bitcs-6082	164	12	cake	cake	NOUN
bitcs-6082	164	13	also	also	ADV
bitcs-6082	164	14	buy	buy	VERB
bitcs-6082	164	15	coffee	coffee	NOUN
bitcs-6082	164	16	and	and	CCONJ
bitcs-6082	164	17	tea	tea	NOUN
bitcs-6082	164	18	suggests	suggest	VERB
bitcs-6082	164	19	that	that	SCONJ
bitcs-6082	164	20	consumers	consumer	NOUN
bitcs-6082	164	21	tend	tend	VERB
bitcs-6082	164	22	to	to	PART
bitcs-6082	164	23	choose	choose	VERB
bitcs-6082	164	24	either	either	CCONJ
bitcs-6082	164	25	coffee	coffee	NOUN
bitcs-6082	164	26	or	or	CCONJ
bitcs-6082	164	27	tea	tea	NOUN
bitcs-6082	164	28	,	,	PUNCT
bitcs-6082	164	29	but	but	CCONJ
bitcs-6082	164	30	not	not	PART
bitcs-6082	164	31	both	both	PRON
bitcs-6082	164	32	.	.	PUNCT
bitcs-6082	165	1	this	this	DET
bitcs-6082	165	2	insight	insight	NOUN
bitcs-6082	165	3	can	can	AUX
bitcs-6082	165	4	be	be	AUX
bitcs-6082	165	5	utilized	utilize	VERB
bitcs-6082	165	6	to	to	PART
bitcs-6082	165	7	offer	offer	VERB
bitcs-6082	165	8	specific	specific	ADJ
bitcs-6082	165	9	deals	deal	NOUN
bitcs-6082	165	10	or	or	CCONJ
bitcs-6082	165	11	promotions	promotion	NOUN
bitcs-6082	165	12	that	that	PRON
bitcs-6082	165	13	encourage	encourage	VERB
bitcs-6082	165	14	customers	customer	NOUN
bitcs-6082	165	15	to	to	PART
bitcs-6082	165	16	pair	pair	VERB
bitcs-6082	165	17	cake	cake	NOUN
bitcs-6082	165	18	with	with	ADP
bitcs-6082	165	19	their	their	PRON
bitcs-6082	165	20	preferred	preferred	ADJ
bitcs-6082	165	21	hot	hot	ADJ
bitcs-6082	165	22	beverage	beverage	NOUN
bitcs-6082	165	23	(	(	PUNCT
bitcs-6082	165	24	coffee	coffee	NOUN
bitcs-6082	165	25	or	or	CCONJ
bitcs-6082	165	26	tea	tea	NOUN
bitcs-6082	165	27	)	)	PUNCT
bitcs-6082	165	28	.	.	PUNCT
bitcs-6082	166	1	finally	finally	ADV
bitcs-6082	166	2	,	,	PUNCT
bitcs-6082	166	3	tea	tea	NOUN
bitcs-6082	166	4	appears	appear	VERB
bitcs-6082	166	5	in	in	ADP
bitcs-6082	166	6	approximately	approximately	ADV
bitcs-6082	166	7	4.9	4.9	NUM
bitcs-6082	166	8	%	%	NOUN
bitcs-6082	166	9	of	of	ADP
bitcs-6082	166	10	customer	customer	NOUN
bitcs-6082	166	11	baskets	basket	NOUN
bitcs-6082	166	12	,	,	PUNCT
bitcs-6082	166	13	which	which	PRON
bitcs-6082	166	14	is	be	AUX
bitcs-6082	166	15	relatively	relatively	ADV
bitcs-6082	166	16	low	low	ADJ
bitcs-6082	166	17	compared	compare	VERB
bitcs-6082	166	18	to	to	ADP
bitcs-6082	166	19	coffee	coffee	NOUN
bitcs-6082	166	20	.	.	PUNCT
bitcs-6082	167	1	marketing	marketing	NOUN
bitcs-6082	167	2	efforts	effort	NOUN
bitcs-6082	167	3	could	could	AUX
bitcs-6082	167	4	be	be	AUX
bitcs-6082	167	5	directed	direct	VERB
bitcs-6082	167	6	towards	towards	ADP
bitcs-6082	167	7	promoting	promote	VERB
bitcs-6082	167	8	tea	tea	NOUN
bitcs-6082	167	9	to	to	PART
bitcs-6082	167	10	increase	increase	VERB
bitcs-6082	167	11	its	its	PRON
bitcs-6082	167	12	occurrence	occurrence	NOUN
bitcs-6082	167	13	in	in	ADP
bitcs-6082	167	14	customer	customer	NOUN
bitcs-6082	167	15	purchases	purchase	NOUN
bitcs-6082	167	16	and	and	CCONJ
bitcs-6082	167	17	potentially	potentially	ADV
bitcs-6082	167	18	expand	expand	VERB
bitcs-6082	167	19	its	its	PRON
bitcs-6082	167	20	customer	customer	NOUN
bitcs-6082	167	21	base	base	NOUN
bitcs-6082	167	22	.	.	PUNCT
bitcs-6082	168	1	3	3	X
bitcs-6082	168	2	.	.	X
bitcs-6082	168	3	cross	cross	ADJ
bitcs-6082	168	4	-	-	ADJ
bitcs-6082	168	5	selling	sell	VERB
bitcs-6082	168	6	and	and	CCONJ
bitcs-6082	168	7	revenue	revenue	NOUN
bitcs-6082	168	8	generation	generation	NOUN
bitcs-6082	168	9	the	the	DET
bitcs-6082	168	10	study	study	NOUN
bitcs-6082	168	11	revealed	reveal	VERB
bitcs-6082	168	12	strong	strong	ADJ
bitcs-6082	168	13	product	product	NOUN
bitcs-6082	168	14	affinities	affinity	NOUN
bitcs-6082	168	15	and	and	CCONJ
bitcs-6082	168	16	co	co	ADJ
bitcs-6082	168	17	-	-	ADJ
bitcs-6082	168	18	purchasing	purchase	VERB
bitcs-6082	168	19	patterns	pattern	NOUN
bitcs-6082	168	20	,	,	PUNCT
bitcs-6082	168	21	which	which	PRON
bitcs-6082	168	22	offer	offer	VERB
bitcs-6082	168	23	opportunities	opportunity	NOUN
bitcs-6082	168	24	for	for	ADP
bitcs-6082	168	25	cross	cross	ADJ
bitcs-6082	168	26	-	-	ADJ
bitcs-6082	168	27	selling	sell	VERB
bitcs-6082	168	28	.	.	PUNCT
bitcs-6082	169	1	given	give	VERB
bitcs-6082	169	2	the	the	DET
bitcs-6082	169	3	strong	strong	ADJ
bitcs-6082	169	4	product	product	NOUN
bitcs-6082	169	5	affinities	affinity	NOUN
bitcs-6082	169	6	between	between	ADP
bitcs-6082	169	7	coffee	coffee	NOUN
bitcs-6082	169	8	and	and	CCONJ
bitcs-6082	169	9	items	item	NOUN
bitcs-6082	169	10	such	such	ADJ
bitcs-6082	169	11	as	as	ADP
bitcs-6082	169	12	toast	toast	NOUN
bitcs-6082	169	13	,	,	PUNCT
bitcs-6082	169	14	medialuna	medialuna	NOUN
bitcs-6082	169	15	,	,	PUNCT
bitcs-6082	169	16	spanish	spanish	ADJ
bitcs-6082	169	17	brunch	brunch	NOUN
bitcs-6082	169	18	,	,	PUNCT
bitcs-6082	169	19	pastry	pastry	NOUN
bitcs-6082	169	20	,	,	PUNCT
bitcs-6082	169	21	and	and	CCONJ
bitcs-6082	169	22	alfajores	alfajore	NOUN
bitcs-6082	169	23	,	,	PUNCT
bitcs-6082	169	24	there	there	PRON
bitcs-6082	169	25	is	be	VERB
bitcs-6082	169	26	an	an	DET
bitcs-6082	169	27	opportunity	opportunity	NOUN
bitcs-6082	169	28	for	for	SCONJ
bitcs-6082	169	29	the	the	DET
bitcs-6082	169	30	business	business	NOUN
bitcs-6082	169	31	to	to	PART
bitcs-6082	169	32	create	create	VERB
bitcs-6082	169	33	bundle	bundle	NOUN
bitcs-6082	169	34	offers	offer	NOUN
bitcs-6082	169	35	or	or	CCONJ
bitcs-6082	169	36	cross	cross	ADJ
bitcs-6082	169	37	-	-	ADJ
bitcs-6082	169	38	selling	selling	ADJ
bitcs-6082	169	39	promotions	promotion	NOUN
bitcs-6082	169	40	.	.	PUNCT
bitcs-6082	170	1	by	by	ADP
bitcs-6082	170	2	strategically	strategically	ADV
bitcs-6082	170	3	pairing	pair	VERB
bitcs-6082	170	4	these	these	DET
bitcs-6082	170	5	items	item	NOUN
bitcs-6082	170	6	with	with	ADP
bitcs-6082	170	7	coffee	coffee	NOUN
bitcs-6082	170	8	,	,	PUNCT
bitcs-6082	170	9	the	the	DET
bitcs-6082	170	10	business	business	NOUN
bitcs-6082	170	11	can	can	AUX
bitcs-6082	170	12	encourage	encourage	VERB
bitcs-6082	170	13	customers	customer	NOUN
bitcs-6082	170	14	to	to	PART
bitcs-6082	170	15	make	make	VERB
bitcs-6082	170	16	additional	additional	ADJ
bitcs-6082	170	17	purchases	purchase	NOUN
bitcs-6082	170	18	and	and	CCONJ
bitcs-6082	170	19	potentially	potentially	ADV
bitcs-6082	170	20	increase	increase	VERB
bitcs-6082	170	21	their	their	PRON
bitcs-6082	170	22	average	average	ADJ
bitcs-6082	170	23	transaction	transaction	NOUN
bitcs-6082	170	24	value	value	NOUN
bitcs-6082	170	25	.	.	PUNCT
bitcs-6082	171	1	the	the	DET
bitcs-6082	171	2	findings	finding	NOUN
bitcs-6082	171	3	presented	present	VERB
bitcs-6082	171	4	are	be	AUX
bitcs-6082	171	5	consistent	consistent	ADJ
bitcs-6082	171	6	with	with	ADP
bitcs-6082	171	7	the	the	DET
bitcs-6082	171	8	observations	observation	NOUN
bitcs-6082	171	9	made	make	VERB
bitcs-6082	171	10	by	by	ADP
bitcs-6082	171	11	hermina	hermina	NOUN
bitcs-6082	171	12	,	,	PUNCT
bitcs-6082	171	13	aishwaryalakshmi	aishwaryalakshmi	NOUN
bitcs-6082	171	14	,	,	PUNCT
bitcs-6082	171	15	and	and	CCONJ
bitcs-6082	171	16	vol	vol	NOUN
bitcs-6082	171	17	.	.	PROPN
bitcs-6082	172	1	5	5	NUM
bitcs-6082	172	2	,	,	PUNCT
bitcs-6082	172	3	no.2	no.2	PROPN
bitcs-6082	172	4	june	june	PROPN
bitcs-6082	172	5	2024	2024	NUM
bitcs-6082	172	6	|	|	ADV
bitcs-6082	172	7	61	61	NUM
bitcs-6082	172	8	gopalakrishnan	gopalakrishnan	NOUN
bitcs-6082	172	9	[	[	X
bitcs-6082	172	10	5	5	NUM
bitcs-6082	172	11	]	]	PUNCT
bitcs-6082	172	12	,	,	PUNCT
bitcs-6082	172	13	who	who	PRON
bitcs-6082	172	14	suggest	suggest	VERB
bitcs-6082	172	15	that	that	SCONJ
bitcs-6082	172	16	there	there	PRON
bitcs-6082	172	17	is	be	VERB
bitcs-6082	172	18	a	a	DET
bitcs-6082	172	19	possibility	possibility	NOUN
bitcs-6082	172	20	of	of	ADP
bitcs-6082	172	21	mineral	mineral	NOUN
bitcs-6082	172	22	water	water	NOUN
bitcs-6082	172	23	being	be	AUX
bitcs-6082	172	24	frequently	frequently	ADV
bitcs-6082	172	25	purchased	purchase	VERB
bitcs-6082	172	26	alongside	alongside	ADP
bitcs-6082	172	27	other	other	ADJ
bitcs-6082	172	28	products	product	NOUN
bitcs-6082	172	29	,	,	PUNCT
bitcs-6082	172	30	thereby	thereby	ADV
bitcs-6082	172	31	offering	offer	VERB
bitcs-6082	172	32	opportunities	opportunity	NOUN
bitcs-6082	172	33	for	for	ADP
bitcs-6082	172	34	strategic	strategic	ADJ
bitcs-6082	172	35	product	product	NOUN
bitcs-6082	172	36	placement	placement	NOUN
bitcs-6082	172	37	and	and	CCONJ
bitcs-6082	172	38	cross	cross	ADJ
bitcs-6082	172	39	-	-	ADJ
bitcs-6082	172	40	selling	selling	ADJ
bitcs-6082	172	41	strategies	strategy	NOUN
bitcs-6082	172	42	.	.	PUNCT
bitcs-6082	173	1	furthermore	furthermore	ADV
bitcs-6082	173	2	,	,	PUNCT
bitcs-6082	173	3	the	the	DET
bitcs-6082	173	4	products	product	NOUN
bitcs-6082	173	5	that	that	PRON
bitcs-6082	173	6	are	be	AUX
bitcs-6082	173	7	frequently	frequently	ADV
bitcs-6082	173	8	bought	buy	VERB
bitcs-6082	173	9	together	together	ADV
bitcs-6082	173	10	with	with	ADP
bitcs-6082	173	11	coffee	coffee	NOUN
bitcs-6082	173	12	can	can	AUX
bitcs-6082	173	13	be	be	AUX
bitcs-6082	173	14	strategically	strategically	ADV
bitcs-6082	173	15	placed	place	VERB
bitcs-6082	173	16	near	near	ADP
bitcs-6082	173	17	the	the	DET
bitcs-6082	173	18	coffee	coffee	NOUN
bitcs-6082	173	19	counter	counter	NOUN
bitcs-6082	173	20	.	.	PUNCT
bitcs-6082	174	1	this	this	PRON
bitcs-6082	174	2	can	can	AUX
bitcs-6082	174	3	influence	influence	VERB
bitcs-6082	174	4	impulse	impulse	ADJ
bitcs-6082	174	5	buying	buying	NOUN
bitcs-6082	174	6	and	and	CCONJ
bitcs-6082	174	7	encourage	encourage	VERB
bitcs-6082	174	8	customers	customer	NOUN
bitcs-6082	174	9	to	to	PART
bitcs-6082	174	10	add	add	VERB
bitcs-6082	174	11	these	these	DET
bitcs-6082	174	12	complementary	complementary	ADJ
bitcs-6082	174	13	items	item	NOUN
bitcs-6082	174	14	to	to	ADP
bitcs-6082	174	15	their	their	PRON
bitcs-6082	174	16	coffee	coffee	NOUN
bitcs-6082	174	17	orders	order	NOUN
bitcs-6082	174	18	.	.	PUNCT
bitcs-6082	175	1	understanding	understand	VERB
bitcs-6082	175	2	that	that	SCONJ
bitcs-6082	175	3	some	some	DET
bitcs-6082	175	4	items	item	NOUN
bitcs-6082	175	5	,	,	PUNCT
bitcs-6082	175	6	like	like	ADP
bitcs-6082	175	7	cakes	cake	NOUN
bitcs-6082	175	8	and	and	CCONJ
bitcs-6082	175	9	bread	bread	NOUN
bitcs-6082	175	10	,	,	PUNCT
bitcs-6082	175	11	have	have	VERB
bitcs-6082	175	12	lower	low	ADJ
bitcs-6082	175	13	affinities	affinity	NOUN
bitcs-6082	175	14	with	with	ADP
bitcs-6082	175	15	coffee	coffee	NOUN
bitcs-6082	175	16	due	due	ADP
bitcs-6082	175	17	to	to	ADP
bitcs-6082	175	18	perceived	perceive	VERB
bitcs-6082	175	19	higher	high	ADJ
bitcs-6082	175	20	sugar	sugar	NOUN
bitcs-6082	175	21	content	content	NOUN
bitcs-6082	175	22	,	,	PUNCT
bitcs-6082	175	23	the	the	DET
bitcs-6082	175	24	business	business	NOUN
bitcs-6082	175	25	can	can	AUX
bitcs-6082	175	26	promote	promote	VERB
bitcs-6082	175	27	healthier	healthy	ADJ
bitcs-6082	175	28	alternatives	alternative	NOUN
bitcs-6082	175	29	or	or	CCONJ
bitcs-6082	175	30	low	low	ADJ
bitcs-6082	175	31	-	-	PUNCT
bitcs-6082	175	32	sugar	sugar	NOUN
bitcs-6082	175	33	options	option	NOUN
bitcs-6082	175	34	for	for	ADP
bitcs-6082	175	35	health	health	NOUN
bitcs-6082	175	36	-	-	PUNCT
bitcs-6082	175	37	conscious	conscious	ADJ
bitcs-6082	175	38	customers	customer	NOUN
bitcs-6082	175	39	.	.	PUNCT
bitcs-6082	176	1	this	this	PRON
bitcs-6082	176	2	could	could	AUX
bitcs-6082	176	3	involve	involve	VERB
bitcs-6082	176	4	introducing	introduce	VERB
bitcs-6082	176	5	sugar	sugar	NOUN
bitcs-6082	176	6	-	-	PUNCT
bitcs-6082	176	7	free	free	ADJ
bitcs-6082	176	8	or	or	CCONJ
bitcs-6082	176	9	reduced	reduce	VERB
bitcs-6082	176	10	-	-	PUNCT
bitcs-6082	176	11	sugar	sugar	NOUN
bitcs-6082	176	12	variations	variation	NOUN
bitcs-6082	176	13	of	of	ADP
bitcs-6082	176	14	cakes	cake	NOUN
bitcs-6082	176	15	and	and	CCONJ
bitcs-6082	176	16	bread	bread	NOUN
bitcs-6082	176	17	on	on	ADP
bitcs-6082	176	18	the	the	DET
bitcs-6082	176	19	menu	menu	NOUN
bitcs-6082	176	20	.	.	PUNCT
bitcs-6082	177	1	4	4	X
bitcs-6082	177	2	.	.	X
bitcs-6082	177	3	understanding	understand	VERB
bitcs-6082	177	4	time	time	NOUN
bitcs-6082	177	5	period	period	NOUN
bitcs-6082	177	6	trends	trend	NOUN
bitcs-6082	177	7	the	the	DET
bitcs-6082	177	8	study	study	NOUN
bitcs-6082	177	9	also	also	ADV
bitcs-6082	177	10	highlighted	highlight	VERB
bitcs-6082	177	11	seasonal	seasonal	ADJ
bitcs-6082	177	12	trends	trend	NOUN
bitcs-6082	177	13	in	in	ADP
bitcs-6082	177	14	consumer	consumer	NOUN
bitcs-6082	177	15	purchasing	purchasing	NOUN
bitcs-6082	177	16	behavior	behavior	NOUN
bitcs-6082	177	17	.	.	PUNCT
bitcs-6082	178	1	offering	offer	VERB
bitcs-6082	178	2	a	a	DET
bitcs-6082	178	3	variety	variety	NOUN
bitcs-6082	178	4	of	of	ADP
bitcs-6082	178	5	coffee	coffee	NOUN
bitcs-6082	178	6	options	option	NOUN
bitcs-6082	178	7	and	and	CCONJ
bitcs-6082	178	8	bread	bread	NOUN
bitcs-6082	178	9	choices	choice	NOUN
bitcs-6082	178	10	during	during	ADP
bitcs-6082	178	11	morning	morning	NOUN
bitcs-6082	178	12	and	and	CCONJ
bitcs-6082	178	13	afternoon	afternoon	NOUN
bitcs-6082	178	14	hours	hour	NOUN
bitcs-6082	178	15	can	can	AUX
bitcs-6082	178	16	attract	attract	VERB
bitcs-6082	178	17	more	more	ADJ
bitcs-6082	178	18	customers	customer	NOUN
bitcs-6082	178	19	during	during	ADP
bitcs-6082	178	20	those	those	DET
bitcs-6082	178	21	periods	period	NOUN
bitcs-6082	178	22	.	.	PUNCT
bitcs-6082	179	1	additionally	additionally	ADV
bitcs-6082	179	2	,	,	PUNCT
bitcs-6082	179	3	featuring	feature	VERB
bitcs-6082	179	4	vegan	vegan	NOUN
bitcs-6082	179	5	feast	feast	NOUN
bitcs-6082	179	6	and	and	CCONJ
bitcs-6082	179	7	hot	hot	ADJ
bitcs-6082	179	8	chocolate	chocolate	NOUN
bitcs-6082	179	9	toppings	topping	NOUN
bitcs-6082	179	10	in	in	ADP
bitcs-6082	179	11	the	the	DET
bitcs-6082	179	12	evenings	evening	NOUN
bitcs-6082	179	13	can	can	AUX
bitcs-6082	179	14	appeal	appeal	VERB
bitcs-6082	179	15	to	to	ADP
bitcs-6082	179	16	consumers	consumer	NOUN
bitcs-6082	179	17	seeking	seek	VERB
bitcs-6082	179	18	comfort	comfort	NOUN
bitcs-6082	179	19	or	or	CCONJ
bitcs-6082	179	20	indulgence	indulgence	NOUN
bitcs-6082	179	21	during	during	ADP
bitcs-6082	179	22	nighttime	nighttime	NOUN
bitcs-6082	179	23	.	.	PUNCT
bitcs-6082	180	1	the	the	DET
bitcs-6082	180	2	store	store	NOUN
bitcs-6082	180	3	could	could	AUX
bitcs-6082	180	4	also	also	ADV
bitcs-6082	180	5	offer	offer	VERB
bitcs-6082	180	6	promotional	promotional	ADJ
bitcs-6082	180	7	deals	deal	NOUN
bitcs-6082	180	8	on	on	ADP
bitcs-6082	180	9	coffee	coffee	NOUN
bitcs-6082	180	10	at	at	ADP
bitcs-6082	180	11	night	night	NOUN
bitcs-6082	180	12	or	or	CCONJ
bitcs-6082	180	13	bundling	bundle	VERB
bitcs-6082	180	14	sweet	sweet	ADJ
bitcs-6082	180	15	treats	treat	NOUN
bitcs-6082	180	16	with	with	ADP
bitcs-6082	180	17	juice	juice	NOUN
bitcs-6082	180	18	purchases	purchase	NOUN
bitcs-6082	180	19	can	can	AUX
bitcs-6082	180	20	encourage	encourage	VERB
bitcs-6082	180	21	consumers	consumer	NOUN
bitcs-6082	180	22	to	to	PART
bitcs-6082	180	23	make	make	VERB
bitcs-6082	180	24	purchases	purchase	NOUN
bitcs-6082	180	25	during	during	ADP
bitcs-6082	180	26	off	off	ADP
bitcs-6082	180	27	-	-	PUNCT
bitcs-6082	180	28	peak	peak	NOUN
bitcs-6082	180	29	hours	hour	NOUN
bitcs-6082	180	30	.	.	PUNCT
bitcs-6082	181	1	moreover	moreover	ADV
bitcs-6082	181	2	,	,	PUNCT
bitcs-6082	181	3	the	the	DET
bitcs-6082	181	4	store	store	NOUN
bitcs-6082	181	5	could	could	AUX
bitcs-6082	181	6	ensure	ensure	VERB
bitcs-6082	181	7	a	a	DET
bitcs-6082	181	8	swift	swift	ADJ
bitcs-6082	181	9	and	and	CCONJ
bitcs-6082	181	10	efficient	efficient	ADJ
bitcs-6082	181	11	coffee	coffee	NOUN
bitcs-6082	181	12	service	service	NOUN
bitcs-6082	181	13	during	during	ADP
bitcs-6082	181	14	busy	busy	ADJ
bitcs-6082	181	15	morning	morning	NOUN
bitcs-6082	181	16	hours	hour	NOUN
bitcs-6082	181	17	can	can	AUX
bitcs-6082	181	18	contribute	contribute	VERB
bitcs-6082	181	19	to	to	ADP
bitcs-6082	181	20	positive	positive	ADJ
bitcs-6082	181	21	customer	customer	NOUN
bitcs-6082	181	22	experiences	experience	NOUN
bitcs-6082	181	23	and	and	CCONJ
bitcs-6082	181	24	encourage	encourage	VERB
bitcs-6082	181	25	repeat	repeat	NOUN
bitcs-6082	181	26	visits	visit	NOUN
bitcs-6082	181	27	.	.	PUNCT
bitcs-6082	182	1	overall	overall	ADV
bitcs-6082	182	2	,	,	PUNCT
bitcs-6082	182	3	understanding	understand	VERB
bitcs-6082	182	4	the	the	DET
bitcs-6082	182	5	time	time	NOUN
bitcs-6082	182	6	period	period	NOUN
bitcs-6082	182	7	trends	trend	NOUN
bitcs-6082	182	8	in	in	ADP
bitcs-6082	182	9	consumer	consumer	NOUN
bitcs-6082	182	10	behavior	behavior	NOUN
bitcs-6082	182	11	can	can	AUX
bitcs-6082	182	12	empower	empower	VERB
bitcs-6082	182	13	businesses	business	NOUN
bitcs-6082	182	14	to	to	PART
bitcs-6082	182	15	make	make	VERB
bitcs-6082	182	16	data	data	NOUN
bitcs-6082	182	17	-	-	PUNCT
bitcs-6082	182	18	driven	drive	VERB
bitcs-6082	182	19	decisions	decision	NOUN
bitcs-6082	182	20	,	,	PUNCT
bitcs-6082	182	21	enhance	enhance	VERB
bitcs-6082	182	22	customer	customer	NOUN
bitcs-6082	182	23	satisfaction	satisfaction	NOUN
bitcs-6082	182	24	,	,	PUNCT
bitcs-6082	182	25	optimize	optimize	NOUN
bitcs-6082	182	26	operations	operation	NOUN
bitcs-6082	182	27	,	,	PUNCT
bitcs-6082	182	28	and	and	CCONJ
bitcs-6082	182	29	ultimately	ultimately	ADV
bitcs-6082	182	30	drive	drive	VERB
bitcs-6082	182	31	revenue	revenue	NOUN
bitcs-6082	182	32	growth	growth	NOUN
bitcs-6082	182	33	.	.	PUNCT
bitcs-6082	183	1	the	the	DET
bitcs-6082	183	2	application	application	NOUN
bitcs-6082	183	3	of	of	ADP
bitcs-6082	183	4	the	the	DET
bitcs-6082	183	5	apriori	apriori	ADJ
bitcs-6082	183	6	algorithm	algorithm	NOUN
bitcs-6082	183	7	and	and	CCONJ
bitcs-6082	183	8	market	market	NOUN
bitcs-6082	183	9	basket	basket	NOUN
bitcs-6082	183	10	analysis	analysis	NOUN
bitcs-6082	183	11	in	in	ADP
bitcs-6082	183	12	this	this	DET
bitcs-6082	183	13	case	case	NOUN
bitcs-6082	183	14	of	of	ADP
bitcs-6082	183	15	a	a	DET
bitcs-6082	183	16	kenyan	kenyan	ADJ
bitcs-6082	183	17	supermarket	supermarket	NOUN
bitcs-6082	183	18	has	have	AUX
bitcs-6082	183	19	proven	prove	VERB
bitcs-6082	183	20	to	to	PART
bitcs-6082	183	21	be	be	AUX
bitcs-6082	183	22	a	a	DET
bitcs-6082	183	23	valuable	valuable	ADJ
bitcs-6082	183	24	approach	approach	NOUN
bitcs-6082	183	25	for	for	ADP
bitcs-6082	183	26	uncovering	uncover	VERB
bitcs-6082	183	27	consumer	consumer	NOUN
bitcs-6082	183	28	buying	buying	NOUN
bitcs-6082	183	29	patterns	pattern	NOUN
bitcs-6082	183	30	,	,	PUNCT
bitcs-6082	183	31	providing	provide	VERB
bitcs-6082	183	32	a	a	DET
bitcs-6082	183	33	competitive	competitive	ADJ
bitcs-6082	183	34	edge	edge	NOUN
bitcs-6082	183	35	in	in	ADP
bitcs-6082	183	36	the	the	DET
bitcs-6082	183	37	dynamic	dynamic	ADJ
bitcs-6082	183	38	retail	retail	ADJ
bitcs-6082	183	39	industry	industry	NOUN
bitcs-6082	183	40	.	.	PUNCT
bitcs-6082	184	1	the	the	DET
bitcs-6082	184	2	utilization	utilization	NOUN
bitcs-6082	184	3	of	of	ADP
bitcs-6082	184	4	transactional	transactional	ADJ
bitcs-6082	184	5	data	datum	NOUN
bitcs-6082	184	6	has	have	AUX
bitcs-6082	184	7	allowed	allow	VERB
bitcs-6082	184	8	us	we	PRON
bitcs-6082	184	9	to	to	PART
bitcs-6082	184	10	uncover	uncover	VERB
bitcs-6082	184	11	meaningful	meaningful	ADJ
bitcs-6082	184	12	associations	association	NOUN
bitcs-6082	184	13	and	and	CCONJ
bitcs-6082	184	14	gain	gain	VERB
bitcs-6082	184	15	insights	insight	NOUN
bitcs-6082	184	16	from	from	ADP
bitcs-6082	184	17	the	the	DET
bitcs-6082	184	18	analysis	analysis	NOUN
bitcs-6082	184	19	that	that	PRON
bitcs-6082	184	20	can	can	AUX
bitcs-6082	184	21	be	be	AUX
bitcs-6082	184	22	used	use	VERB
bitcs-6082	184	23	to	to	PART
bitcs-6082	184	24	optimize	optimize	VERB
bitcs-6082	184	25	marketing	marketing	NOUN
bitcs-6082	184	26	efforts	effort	NOUN
bitcs-6082	184	27	,	,	PUNCT
bitcs-6082	184	28	enhance	enhance	VERB
bitcs-6082	184	29	product	product	NOUN
bitcs-6082	184	30	recommendations	recommendation	NOUN
bitcs-6082	184	31	,	,	PUNCT
bitcs-6082	184	32	and	and	CCONJ
bitcs-6082	184	33	improve	improve	VERB
bitcs-6082	184	34	the	the	DET
bitcs-6082	184	35	overall	overall	ADJ
bitcs-6082	184	36	shopping	shopping	NOUN
bitcs-6082	184	37	experience	experience	NOUN
bitcs-6082	184	38	for	for	ADP
bitcs-6082	184	39	customers	customer	NOUN
bitcs-6082	184	40	.	.	PUNCT
bitcs-6082	185	1	implementing	implement	VERB
bitcs-6082	185	2	these	these	DET
bitcs-6082	185	3	findings	finding	NOUN
bitcs-6082	185	4	can	can	AUX
bitcs-6082	185	5	enable	enable	VERB
bitcs-6082	185	6	the	the	DET
bitcs-6082	185	7	supermarket	supermarket	NOUN
bitcs-6082	185	8	to	to	PART
bitcs-6082	185	9	stay	stay	VERB
bitcs-6082	185	10	competitive	competitive	ADJ
bitcs-6082	185	11	in	in	ADP
bitcs-6082	185	12	the	the	DET
bitcs-6082	185	13	market	market	NOUN
bitcs-6082	185	14	,	,	PUNCT
bitcs-6082	185	15	increase	increase	VERB
bitcs-6082	185	16	customer	customer	NOUN
bitcs-6082	185	17	satisfaction	satisfaction	NOUN
bitcs-6082	185	18	,	,	PUNCT
bitcs-6082	185	19	and	and	CCONJ
bitcs-6082	185	20	drive	drive	VERB
bitcs-6082	185	21	revenue	revenue	NOUN
bitcs-6082	185	22	growth	growth	NOUN
bitcs-6082	185	23	.	.	PUNCT
bitcs-6082	186	1	v.	v.	ADP
bitcs-6082	186	2	conclusion	conclusion	NOUN
bitcs-6082	186	3	the	the	DET
bitcs-6082	186	4	findings	finding	NOUN
bitcs-6082	186	5	of	of	ADP
bitcs-6082	186	6	this	this	DET
bitcs-6082	186	7	study	study	NOUN
bitcs-6082	186	8	underscore	underscore	VERB
bitcs-6082	186	9	the	the	DET
bitcs-6082	186	10	effectiveness	effectiveness	NOUN
bitcs-6082	186	11	of	of	ADP
bitcs-6082	186	12	employing	employ	VERB
bitcs-6082	186	13	the	the	DET
bitcs-6082	186	14	apriori	apriori	ADJ
bitcs-6082	186	15	algorithm	algorithm	NOUN
bitcs-6082	186	16	and	and	CCONJ
bitcs-6082	186	17	market	market	NOUN
bitcs-6082	186	18	basket	basket	NOUN
bitcs-6082	186	19	analysis	analysis	NOUN
bitcs-6082	186	20	(	(	PUNCT
bitcs-6082	186	21	mba	mba	NOUN
bitcs-6082	186	22	)	)	PUNCT
bitcs-6082	186	23	in	in	ADP
bitcs-6082	186	24	revealing	reveal	VERB
bitcs-6082	186	25	significant	significant	ADJ
bitcs-6082	186	26	insights	insight	NOUN
bitcs-6082	186	27	into	into	ADP
bitcs-6082	186	28	consumer	consumer	NOUN
bitcs-6082	186	29	buying	buying	NOUN
bitcs-6082	186	30	patterns	pattern	NOUN
bitcs-6082	186	31	within	within	ADP
bitcs-6082	186	32	a	a	DET
bitcs-6082	186	33	kenyan	kenyan	ADJ
bitcs-6082	186	34	supermarket	supermarket	NOUN
bitcs-6082	186	35	.	.	PUNCT
bitcs-6082	187	1	the	the	DET
bitcs-6082	187	2	analysis	analysis	NOUN
bitcs-6082	187	3	of	of	ADP
bitcs-6082	187	4	transactional	transactional	ADJ
bitcs-6082	187	5	data	datum	NOUN
bitcs-6082	187	6	has	have	AUX
bitcs-6082	187	7	illuminated	illuminate	VERB
bitcs-6082	187	8	actionable	actionable	ADJ
bitcs-6082	187	9	strategies	strategy	NOUN
bitcs-6082	187	10	that	that	PRON
bitcs-6082	187	11	can	can	AUX
bitcs-6082	187	12	be	be	AUX
bitcs-6082	187	13	leveraged	leverage	VERB
bitcs-6082	187	14	to	to	PART
bitcs-6082	187	15	enhance	enhance	VERB
bitcs-6082	187	16	marketing	marketing	NOUN
bitcs-6082	187	17	approaches	approach	NOUN
bitcs-6082	187	18	,	,	PUNCT
bitcs-6082	187	19	optimize	optimize	VERB
bitcs-6082	187	20	product	product	NOUN
bitcs-6082	187	21	placements	placement	NOUN
bitcs-6082	187	22	,	,	PUNCT
bitcs-6082	187	23	and	and	CCONJ
bitcs-6082	187	24	elevate	elevate	VERB
bitcs-6082	187	25	customer	customer	NOUN
bitcs-6082	187	26	satisfaction	satisfaction	NOUN
bitcs-6082	187	27	.	.	PUNCT
bitcs-6082	188	1	the	the	DET
bitcs-6082	188	2	application	application	NOUN
bitcs-6082	188	3	of	of	ADP
bitcs-6082	188	4	the	the	DET
bitcs-6082	188	5	apriori	apriori	ADJ
bitcs-6082	188	6	algorithm	algorithm	NOUN
bitcs-6082	188	7	successfully	successfully	ADV
bitcs-6082	188	8	identified	identify	VERB
bitcs-6082	188	9	frequent	frequent	ADJ
bitcs-6082	188	10	item	item	NOUN
bitcs-6082	188	11	sets	set	NOUN
bitcs-6082	188	12	,	,	PUNCT
bitcs-6082	188	13	such	such	ADJ
bitcs-6082	188	14	as	as	ADP
bitcs-6082	188	15	the	the	DET
bitcs-6082	188	16	co	co	NOUN
bitcs-6082	188	17	-	-	NOUN
bitcs-6082	188	18	occurrence	occurrence	NOUN
bitcs-6082	188	19	of	of	ADP
bitcs-6082	188	20	cakes	cake	NOUN
bitcs-6082	188	21	or	or	CCONJ
bitcs-6082	188	22	pastries	pastry	NOUN
bitcs-6082	188	23	with	with	ADP
bitcs-6082	188	24	coffee	coffee	NOUN
bitcs-6082	188	25	or	or	CCONJ
bitcs-6082	188	26	tea	tea	NOUN
bitcs-6082	188	27	purchases	purchase	NOUN
bitcs-6082	188	28	,	,	PUNCT
bitcs-6082	188	29	suggesting	suggest	VERB
bitcs-6082	188	30	opportunities	opportunity	NOUN
bitcs-6082	188	31	for	for	ADP
bitcs-6082	188	32	targeted	target	VERB
bitcs-6082	188	33	promotions	promotion	NOUN
bitcs-6082	188	34	and	and	CCONJ
bitcs-6082	188	35	convenience	convenience	NOUN
bitcs-6082	188	36	-	-	PUNCT
bitcs-6082	188	37	driven	drive	VERB
bitcs-6082	188	38	sales	sale	NOUN
bitcs-6082	188	39	.	.	PUNCT
bitcs-6082	189	1	association	association	NOUN
bitcs-6082	189	2	rules	rule	NOUN
bitcs-6082	189	3	derived	derive	VERB
bitcs-6082	189	4	from	from	ADP
bitcs-6082	189	5	these	these	DET
bitcs-6082	189	6	frequent	frequent	ADJ
bitcs-6082	189	7	item	item	NOUN
bitcs-6082	189	8	sets	set	NOUN
bitcs-6082	189	9	provide	provide	VERB
bitcs-6082	189	10	actionable	actionable	ADJ
bitcs-6082	189	11	insights	insight	NOUN
bitcs-6082	189	12	,	,	PUNCT
bitcs-6082	189	13	revealing	reveal	VERB
bitcs-6082	189	14	customer	customer	NOUN
bitcs-6082	189	15	preferences	preference	NOUN
bitcs-6082	189	16	and	and	CCONJ
bitcs-6082	189	17	suggesting	suggest	VERB
bitcs-6082	189	18	avenues	avenue	NOUN
bitcs-6082	189	19	for	for	ADP
bitcs-6082	189	20	enhancing	enhance	VERB
bitcs-6082	189	21	revenue	revenue	NOUN
bitcs-6082	189	22	generation	generation	NOUN
bitcs-6082	189	23	through	through	ADP
bitcs-6082	189	24	strategic	strategic	ADJ
bitcs-6082	189	25	product	product	NOUN
bitcs-6082	189	26	pairings	pairing	NOUN
bitcs-6082	189	27	.	.	PUNCT
bitcs-6082	190	1	furthermore	furthermore	ADV
bitcs-6082	190	2	,	,	PUNCT
bitcs-6082	190	3	the	the	DET
bitcs-6082	190	4	study	study	NOUN
bitcs-6082	190	5	revealed	reveal	VERB
bitcs-6082	190	6	strong	strong	ADJ
bitcs-6082	190	7	product	product	NOUN
bitcs-6082	190	8	affinities	affinity	NOUN
bitcs-6082	190	9	,	,	PUNCT
bitcs-6082	190	10	paving	pave	VERB
bitcs-6082	190	11	the	the	DET
bitcs-6082	190	12	way	way	NOUN
bitcs-6082	190	13	for	for	ADP
bitcs-6082	190	14	cross	cross	ADJ
bitcs-6082	190	15	-	-	ADJ
bitcs-6082	190	16	selling	selling	ADJ
bitcs-6082	190	17	opportunities	opportunity	NOUN
bitcs-6082	190	18	through	through	ADP
bitcs-6082	190	19	bundle	bundle	NOUN
bitcs-6082	190	20	offers	offer	NOUN
bitcs-6082	190	21	and	and	CCONJ
bitcs-6082	190	22	co	co	ADJ
bitcs-6082	190	23	-	-	NOUN
bitcs-6082	190	24	placement	placement	ADJ
bitcs-6082	190	25	strategies	strategy	NOUN
bitcs-6082	190	26	.	.	PUNCT
bitcs-6082	191	1	the	the	DET
bitcs-6082	191	2	understanding	understanding	NOUN
bitcs-6082	191	3	of	of	ADP
bitcs-6082	191	4	seasonal	seasonal	ADJ
bitcs-6082	191	5	trends	trend	NOUN
bitcs-6082	191	6	in	in	ADP
bitcs-6082	191	7	consumer	consumer	NOUN
bitcs-6082	191	8	purchasing	purchasing	NOUN
bitcs-6082	191	9	behavior	behavior	NOUN
bitcs-6082	191	10	enables	enable	VERB
bitcs-6082	191	11	businesses	business	NOUN
bitcs-6082	191	12	to	to	PART
bitcs-6082	191	13	tailor	tailor	VERB
bitcs-6082	191	14	their	their	PRON
bitcs-6082	191	15	offerings	offering	NOUN
bitcs-6082	191	16	to	to	ADP
bitcs-6082	191	17	different	different	ADJ
bitcs-6082	191	18	time	time	NOUN
bitcs-6082	191	19	periods	period	NOUN
bitcs-6082	191	20	,	,	PUNCT
bitcs-6082	191	21	such	such	ADJ
bitcs-6082	191	22	as	as	ADP
bitcs-6082	191	23	featuring	feature	VERB
bitcs-6082	191	24	specific	specific	ADJ
bitcs-6082	191	25	coffee	coffee	NOUN
bitcs-6082	191	26	and	and	CCONJ
bitcs-6082	191	27	bread	bread	NOUN
bitcs-6082	191	28	choices	choice	NOUN
bitcs-6082	191	29	during	during	ADP
bitcs-6082	191	30	morning	morning	NOUN
bitcs-6082	191	31	and	and	CCONJ
bitcs-6082	191	32	afternoon	afternoon	NOUN
bitcs-6082	191	33	hours	hour	NOUN
bitcs-6082	191	34	or	or	CCONJ
bitcs-6082	191	35	introducing	introduce	VERB
bitcs-6082	191	36	evening	evening	NOUN
bitcs-6082	191	37	options	option	NOUN
bitcs-6082	191	38	like	like	ADP
bitcs-6082	191	39	vegan	vegan	NOUN
bitcs-6082	191	40	feasts	feast	NOUN
bitcs-6082	191	41	and	and	CCONJ
bitcs-6082	191	42	hot	hot	ADJ
bitcs-6082	191	43	chocolate	chocolate	NOUN
bitcs-6082	191	44	toppings	topping	NOUN
bitcs-6082	191	45	.	.	PUNCT
bitcs-6082	192	1	overall	overall	ADJ
bitcs-6082	192	2	,	,	PUNCT
bitcs-6082	192	3	the	the	DET
bitcs-6082	192	4	integration	integration	NOUN
bitcs-6082	192	5	of	of	ADP
bitcs-6082	192	6	the	the	DET
bitcs-6082	192	7	apriori	apriori	ADJ
bitcs-6082	192	8	algorithm	algorithm	NOUN
bitcs-6082	192	9	and	and	CCONJ
bitcs-6082	192	10	market	market	NOUN
bitcs-6082	192	11	basket	basket	NOUN
bitcs-6082	192	12	analysis	analysis	NOUN
bitcs-6082	192	13	has	have	AUX
bitcs-6082	192	14	provided	provide	VERB
bitcs-6082	192	15	valuable	valuable	ADJ
bitcs-6082	192	16	insights	insight	NOUN
bitcs-6082	192	17	that	that	PRON
bitcs-6082	192	18	empower	empower	VERB
bitcs-6082	192	19	the	the	DET
bitcs-6082	192	20	kenyan	kenyan	ADJ
bitcs-6082	192	21	supermarket	supermarket	NOUN
bitcs-6082	192	22	to	to	PART
bitcs-6082	192	23	optimize	optimize	VERB
bitcs-6082	192	24	operations	operation	NOUN
bitcs-6082	192	25	,	,	PUNCT
bitcs-6082	192	26	enhance	enhance	VERB
bitcs-6082	192	27	customer	customer	NOUN
bitcs-6082	192	28	satisfaction	satisfaction	NOUN
bitcs-6082	192	29	,	,	PUNCT
bitcs-6082	192	30	and	and	CCONJ
bitcs-6082	192	31	drive	drive	VERB
bitcs-6082	192	32	revenue	revenue	NOUN
bitcs-6082	192	33	growth	growth	NOUN
bitcs-6082	192	34	,	,	PUNCT
bitcs-6082	192	35	thereby	thereby	ADV
bitcs-6082	192	36	securing	secure	VERB
bitcs-6082	192	37	a	a	DET
bitcs-6082	192	38	competitive	competitive	ADJ
bitcs-6082	192	39	edge	edge	NOUN
bitcs-6082	192	40	in	in	ADP
bitcs-6082	192	41	the	the	DET
bitcs-6082	192	42	dynamic	dynamic	ADJ
bitcs-6082	192	43	retail	retail	ADJ
bitcs-6082	192	44	landscape	landscape	NOUN
bitcs-6082	192	45	.	.	PUNCT
bitcs-6082	193	1	vol	vol	NOUN
bitcs-6082	193	2	.	.	PROPN
bitcs-6082	194	1	5	5	NUM
bitcs-6082	194	2	,	,	PUNCT
bitcs-6082	194	3	no.2	no.2	PROPN
bitcs-6082	194	4	june	june	PROPN
bitcs-6082	194	5	2024	2024	NUM
bitcs-6082	194	6	|	|	ADV
bitcs-6082	194	7	62	62	NUM
bitcs-6082	194	8	acknowledgments	acknowledgment	NOUN
bitcs-6082	194	9	we	we	PRON
bitcs-6082	194	10	are	be	AUX
bitcs-6082	194	11	grateful	grateful	ADJ
bitcs-6082	194	12	to	to	ADP
bitcs-6082	194	13	the	the	DET
bitcs-6082	194	14	researchers	researcher	NOUN
bitcs-6082	194	15	,	,	PUNCT
bitcs-6082	194	16	scholars	scholar	NOUN
bitcs-6082	194	17	,	,	PUNCT
bitcs-6082	194	18	and	and	CCONJ
bitcs-6082	194	19	authors	author	NOUN
bitcs-6082	194	20	whose	whose	DET
bitcs-6082	194	21	work	work	NOUN
bitcs-6082	194	22	we	we	PRON
bitcs-6082	194	23	have	have	AUX
bitcs-6082	194	24	referenced	reference	VERB
bitcs-6082	194	25	in	in	ADP
bitcs-6082	194	26	this	this	DET
bitcs-6082	194	27	paper	paper	NOUN
bitcs-6082	194	28	.	.	PUNCT
bitcs-6082	195	1	conflict	conflict	NOUN
bitcs-6082	195	2	of	of	ADP
bitcs-6082	195	3	interest	interest	NOUN
bitcs-6082	195	4	the	the	DET
bitcs-6082	195	5	authors	author	NOUN
bitcs-6082	195	6	have	have	VERB
bitcs-6082	195	7	no	no	DET
bitcs-6082	195	8	conflicts	conflict	NOUN
bitcs-6082	195	9	of	of	ADP
bitcs-6082	195	10	interest	interest	NOUN
bitcs-6082	195	11	to	to	PART
bitcs-6082	195	12	disclose	disclose	VERB
bitcs-6082	195	13	.	.	PUNCT
bitcs-6082	196	1	references	reference	NOUN
bitcs-6082	196	2	1	1	NUM
bitcs-6082	196	3	.	.	PUNCT
bitcs-6082	196	4	omol	omol	PROPN
bitcs-6082	196	5	,	,	PUNCT
bitcs-6082	196	6	e.	e.	PROPN
bitcs-6082	196	7	j.	j.	PROPN
bitcs-6082	196	8	(	(	PUNCT
bitcs-6082	196	9	2023	2023	NUM
bitcs-6082	196	10	)	)	PUNCT
bitcs-6082	196	11	.	.	PUNCT
bitcs-6082	197	1	organizational	organizational	ADJ
bitcs-6082	197	2	digital	digital	ADJ
bitcs-6082	197	3	transformation	transformation	NOUN
bitcs-6082	197	4	:	:	PUNCT
bitcs-6082	197	5	from	from	ADP
bitcs-6082	197	6	evolution	evolution	NOUN
bitcs-6082	197	7	to	to	ADP
bitcs-6082	197	8	future	future	ADJ
bitcs-6082	197	9	trends	trend	NOUN
bitcs-6082	197	10	.	.	PUNCT
bitcs-6082	198	1	digital	digital	ADJ
bitcs-6082	198	2	transformation	transformation	NOUN
bitcs-6082	198	3	and	and	CCONJ
bitcs-6082	198	4	society	society	NOUN
bitcs-6082	198	5	.	.	PUNCT
bitcs-6082	199	1	2	2	X
bitcs-6082	199	2	.	.	X
bitcs-6082	199	3	omol	omol	PROPN
bitcs-6082	199	4	,	,	PUNCT
bitcs-6082	199	5	e.	e.	PROPN
bitcs-6082	199	6	,	,	PUNCT
bitcs-6082	199	7	mburu	mburu	PROPN
bitcs-6082	199	8	,	,	PUNCT
bitcs-6082	199	9	l.	l.	PROPN
bitcs-6082	199	10	,	,	PUNCT
bitcs-6082	199	11	&	&	CCONJ
bitcs-6082	199	12	abuonji	abuonji	PROPN
bitcs-6082	199	13	,	,	PUNCT
bitcs-6082	199	14	p	p	X
bitcs-6082	199	15	(	(	PUNCT
bitcs-6082	199	16	2023	2023	NUM
bitcs-6082	199	17	)	)	PUNCT
bitcs-6082	199	18	.	.	PUNCT
bitcs-6082	200	1	digital	digital	ADJ
bitcs-6082	200	2	maturity	maturity	NOUN
bitcs-6082	200	3	action	action	NOUN
bitcs-6082	200	4	fields	field	NOUN
bitcs-6082	200	5	for	for	ADP
bitcs-6082	200	6	smes	sme	NOUN
bitcs-6082	200	7	in	in	ADP
bitcs-6082	200	8	developing	develop	VERB
bitcs-6082	200	9	economies	economy	NOUN
bitcs-6082	200	10	.	.	PUNCT
bitcs-6082	201	1	journal	journal	NOUN
bitcs-6082	201	2	of	of	ADP
bitcs-6082	201	3	environmental	environmental	ADJ
bitcs-6082	201	4	science	science	NOUN
bitcs-6082	201	5	,	,	PUNCT
bitcs-6082	201	6	computer	computer	NOUN
bitcs-6082	201	7	science	science	NOUN
bitcs-6082	201	8	,	,	PUNCT
bitcs-6082	201	9	and	and	CCONJ
bitcs-6082	201	10	engineering	engineering	NOUN
bitcs-6082	201	11	&	&	CCONJ
bitcs-6082	201	12	technology	technology	NOUN
bitcs-6082	201	13	,	,	PUNCT
bitcs-6082	201	14	12(3	12(3	NUM
bitcs-6082	201	15	)	)	PUNCT
bitcs-6082	201	16	,	,	PUNCT
bitcs-6082	201	17	https://doi.org/10.24214/jecet.b.12.3.10114	https://doi.org/10.24214/jecet.b.12.3.10114	X
bitcs-6082	201	18	.	.	NOUN
bitcs-6082	201	19	3	3	NUM
bitcs-6082	201	20	.	.	X
bitcs-6082	201	21	aldino	aldino	NOUN
bitcs-6082	201	22	,	,	PUNCT
bitcs-6082	201	23	a.	a.	NOUN
bitcs-6082	201	24	a.	a.	PROPN
bitcs-6082	201	25	,	,	PUNCT
bitcs-6082	201	26	pratiwi	pratiwi	NOUN
bitcs-6082	201	27	,	,	PUNCT
bitcs-6082	201	28	e.	e.	PROPN
bitcs-6082	201	29	d.	d.	PROPN
bitcs-6082	201	30	,	,	PUNCT
bitcs-6082	201	31	sintaro	sintaro	NOUN
bitcs-6082	201	32	,	,	PUNCT
bitcs-6082	201	33	s.	s.	PROPN
bitcs-6082	201	34	,	,	PUNCT
bitcs-6082	201	35	&	&	CCONJ
bitcs-6082	201	36	putra	putra	PROPN
bitcs-6082	201	37	,	,	PUNCT
bitcs-6082	201	38	a.	a.	PROPN
bitcs-6082	201	39	d.	d.	PROPN
bitcs-6082	201	40	(	(	PUNCT
bitcs-6082	201	41	2021	2021	NUM
bitcs-6082	201	42	,	,	PUNCT
bitcs-6082	201	43	october	october	PROPN
bitcs-6082	201	44	)	)	PUNCT
bitcs-6082	201	45	.	.	PUNCT
bitcs-6082	202	1	comparison	comparison	NOUN
bitcs-6082	202	2	of	of	ADP
bitcs-6082	202	3	market	market	NOUN
bitcs-6082	202	4	basket	basket	NOUN
bitcs-6082	202	5	analysis	analysis	NOUN
bitcs-6082	202	6	to	to	PART
bitcs-6082	202	7	determine	determine	VERB
bitcs-6082	202	8	consumer	consumer	NOUN
bitcs-6082	202	9	purchasing	purchasing	NOUN
bitcs-6082	202	10	patterns	pattern	NOUN
bitcs-6082	202	11	using	use	VERB
bitcs-6082	202	12	fp	fp	NOUN
bitcs-6082	202	13	-	-	PUNCT
bitcs-6082	202	14	growth	growth	NOUN
bitcs-6082	202	15	and	and	CCONJ
bitcs-6082	202	16	apriori	apriori	ADV
bitcs-6082	202	17	algorithm	algorithm	NOUN
bitcs-6082	202	18	.	.	PUNCT
bitcs-6082	203	1	in	in	ADP
bitcs-6082	203	2	2021	2021	NUM
bitcs-6082	203	3	international	international	ADJ
bitcs-6082	203	4	conference	conference	NOUN
bitcs-6082	203	5	on	on	ADP
bitcs-6082	203	6	computer	computer	NOUN
bitcs-6082	203	7	science	science	NOUN
bitcs-6082	203	8	,	,	PUNCT
bitcs-6082	203	9	information	information	NOUN
bitcs-6082	203	10	technology	technology	NOUN
bitcs-6082	203	11	,	,	PUNCT
bitcs-6082	203	12	and	and	CCONJ
bitcs-6082	203	13	electrical	electrical	ADJ
bitcs-6082	203	14	engineering	engineering	NOUN
bitcs-6082	203	15	(	(	PUNCT
bitcs-6082	203	16	icomitee	icomitee	NOUN
bitcs-6082	203	17	)	)	PUNCT
bitcs-6082	203	18	(	(	PUNCT
bitcs-6082	203	19	pp	pp	X
bitcs-6082	203	20	.	.	PUNCT
bitcs-6082	204	1	29	29	NUM
bitcs-6082	204	2	-	-	SYM
bitcs-6082	204	3	34	34	NUM
bitcs-6082	204	4	)	)	PUNCT
bitcs-6082	204	5	.	.	PUNCT
bitcs-6082	205	1	ieee	ieee	PROPN
bitcs-6082	205	2	.	.	PUNCT
bitcs-6082	206	1	4	4	X
bitcs-6082	206	2	.	.	X
bitcs-6082	206	3	chen	chen	PROPN
bitcs-6082	206	4	,	,	PUNCT
bitcs-6082	206	5	h.	h.	PROPN
bitcs-6082	206	6	,	,	PUNCT
bitcs-6082	206	7	&	&	CCONJ
bitcs-6082	206	8	zhang	zhang	PROPN
bitcs-6082	206	9	,	,	PUNCT
bitcs-6082	206	10	k.	k.	PROPN
bitcs-6082	206	11	(	(	PUNCT
bitcs-6082	206	12	2018	2018	NUM
bitcs-6082	206	13	)	)	PUNCT
bitcs-6082	206	14	.	.	PUNCT
bitcs-6082	207	1	a	a	DET
bitcs-6082	207	2	comparative	comparative	ADJ
bitcs-6082	207	3	study	study	NOUN
bitcs-6082	207	4	of	of	ADP
bitcs-6082	207	5	apriori	apriori	PROPN
bitcs-6082	207	6	and	and	CCONJ
bitcs-6082	207	7	fp	fp	ADJ
bitcs-6082	207	8	-	-	PUNCT
bitcs-6082	207	9	growth	growth	NOUN
bitcs-6082	207	10	algorithms	algorithm	NOUN
bitcs-6082	207	11	for	for	ADP
bitcs-6082	207	12	market	market	NOUN
bitcs-6082	207	13	basket	basket	NOUN
bitcs-6082	207	14	analysis	analysis	NOUN
bitcs-6082	207	15	.	.	PUNCT
bitcs-6082	208	1	journal	journal	PROPN
bitcs-6082	208	2	of	of	ADP
bitcs-6082	208	3	data	data	PROPN
bitcs-6082	208	4	science	science	NOUN
bitcs-6082	208	5	,	,	PUNCT
bitcs-6082	208	6	16(4	16(4	NUM
bitcs-6082	208	7	)	)	PUNCT
bitcs-6082	208	8	,	,	PUNCT
bitcs-6082	208	9	577	577	NUM
bitcs-6082	208	10	-	-	SYM
bitcs-6082	208	11	592	592	NUM
bitcs-6082	208	12	.	.	PUNCT
bitcs-6082	209	1	doi:10.6339	doi:10.6339	PROPN
bitcs-6082	209	2	/	/	SYM
bitcs-6082	209	3	jds.201811_16(4).0009	jds.201811_16(4).0009	PROPN
bitcs-6082	209	4	5	5	NUM
bitcs-6082	209	5	.	.	PUNCT
bitcs-6082	209	6	hermina	hermina	NOUN
bitcs-6082	209	7	,	,	PUNCT
bitcs-6082	209	8	c.	c.	PROPN
bitcs-6082	209	9	i.	i.	PROPN
bitcs-6082	209	10	,	,	PUNCT
bitcs-6082	209	11	aishwaryalakshmi	aishwaryalakshmi	PROPN
bitcs-6082	209	12	,	,	PUNCT
bitcs-6082	209	13	b.	b.	PROPN
bitcs-6082	209	14	,	,	PUNCT
bitcs-6082	209	15	&	&	CCONJ
bitcs-6082	209	16	gopalakrishnan	gopalakrishnan	PROPN
bitcs-6082	209	17	,	,	PUNCT
bitcs-6082	209	18	b.	b.	PROPN
bitcs-6082	209	19	(	(	PUNCT
bitcs-6082	209	20	2022	2022	NUM
bitcs-6082	209	21	)	)	PUNCT
bitcs-6082	209	22	.	.	PUNCT
bitcs-6082	210	1	market	market	NOUN
bitcs-6082	210	2	basket	basket	NOUN
bitcs-6082	210	3	analysis	analysis	NOUN
bitcs-6082	210	4	for	for	ADP
bitcs-6082	210	5	a	a	DET
bitcs-6082	210	6	supermarket	supermarket	NOUN
bitcs-6082	210	7	.	.	PUNCT
bitcs-6082	211	1	international	international	ADJ
bitcs-6082	211	2	journal	journal	PROPN
bitcs-6082	211	3	of	of	ADP
bitcs-6082	211	4	management	management	NOUN
bitcs-6082	211	5	,	,	PUNCT
bitcs-6082	211	6	technology	technology	NOUN
bitcs-6082	211	7	and	and	CCONJ
bitcs-6082	211	8	engineering	engineering	NOUN
bitcs-6082	211	9	,	,	PUNCT
bitcs-6082	211	10	volume	volume	NOUN
bitcs-6082	211	11	xii,(issue	xii,(issue	PROPN
bitcs-6082	211	12	xi	xi	PROPN
bitcs-6082	211	13	,	,	PUNCT
bitcs-6082	211	14	)	)	PUNCT
bitcs-6082	211	15	,	,	PUNCT
bitcs-6082	211	16	issn	issn	VERB
bitcs-6082	211	17	no	no	PRON
bitcs-6082	211	18	 	 	SPACE
bitcs-6082	211	19	:	:	PUNCT
bitcs-6082	211	20	2249	2249	NUM
bitcs-6082	211	21	-	-	SYM
bitcs-6082	211	22	7455	7455	NUM
bitcs-6082	211	23	.	.	PUNCT
bitcs-6082	212	1	6	6	NUM
bitcs-6082	212	2	.	.	X
bitcs-6082	212	3	omol	omol	PROPN
bitcs-6082	212	4	,	,	PUNCT
bitcs-6082	212	5	e.	e.	PROPN
bitcs-6082	212	6	,	,	PUNCT
bitcs-6082	212	7	&	&	CCONJ
bitcs-6082	212	8	ondiek	ondiek	PROPN
bitcs-6082	212	9	,	,	PUNCT
bitcs-6082	212	10	c.	c.	PROPN
bitcs-6082	212	11	(	(	PUNCT
bitcs-6082	212	12	2021	2021	NUM
bitcs-6082	212	13	)	)	PUNCT
bitcs-6082	212	14	.	.	PUNCT
bitcs-6082	213	1	technological	technological	ADJ
bitcs-6082	213	2	innovations	innovation	NOUN
bitcs-6082	213	3	utilization	utilization	NOUN
bitcs-6082	213	4	framework	framework	NOUN
bitcs-6082	213	5	:	:	PUNCT
bitcs-6082	213	6	the	the	DET
bitcs-6082	213	7	complementary	complementary	ADJ
bitcs-6082	213	8	powers	power	NOUN
bitcs-6082	213	9	of	of	ADP
bitcs-6082	213	10	utaut	utaut	ADJ
bitcs-6082	213	11	,	,	PUNCT
bitcs-6082	213	12	hot	hot	ADJ
bitcs-6082	213	13	–	–	PUNCT
bitcs-6082	213	14	fit	fit	ADJ
bitcs-6082	213	15	framework	framework	NOUN
bitcs-6082	213	16	and	and	CCONJ
bitcs-6082	213	17	;	;	PUNCT
bitcs-6082	213	18	delone	delone	PROPN
bitcs-6082	213	19	and	and	CCONJ
bitcs-6082	213	20	mclean	mclean	PROPN
bitcs-6082	213	21	is	be	AUX
bitcs-6082	213	22	model	model	NOUN
bitcs-6082	213	23	.	.	PUNCT
bitcs-6082	214	1	international	international	ADJ
bitcs-6082	214	2	journal	journal	PROPN
bitcs-6082	214	3	of	of	ADP
bitcs-6082	214	4	scientific	scientific	ADJ
bitcs-6082	214	5	and	and	CCONJ
bitcs-6082	214	6	research	research	NOUN
bitcs-6082	214	7	publications	publication	NOUN
bitcs-6082	214	8	(	(	PUNCT
bitcs-6082	214	9	ijsrp	ijsrp	PROPN
bitcs-6082	214	10	)	)	PUNCT
bitcs-6082	214	11	,	,	PUNCT
bitcs-6082	214	12	11(9	11(9	PROPN
bitcs-6082	214	13	)	)	PUNCT
bitcs-6082	214	14	,	,	PUNCT
bitcs-6082	214	15	146	146	NUM
bitcs-6082	214	16	-	-	SYM
bitcs-6082	214	17	151	151	NUM
bitcs-6082	214	18	.	.	PUNCT
bitcs-6082	215	1	doi	doi	NOUN
bitcs-6082	215	2	:	:	PUNCT
bitcs-6082	215	3	10.29322	10.29322	NUM
bitcs-6082	215	4	/	/	SYM
bitcs-6082	215	5	ijsrp.11.09	ijsrp.11.09	ADJ
bitcs-6082	215	6	.	.	PUNCT
bitcs-6082	216	1	2021.p11720	2021.p11720	ADJ
bitcs-6082	216	2	http://dx.doi.org/10.29322/ijsrp.11.09.2021.p11720	http://dx.doi.org/10.29322/ijsrp.11.09.2021.p11720	PROPN
bitcs-6082	216	3	7	7	NUM
bitcs-6082	216	4	.	.	PUNCT
bitcs-6082	217	1	pillai	pillai	PROPN
bitcs-6082	217	2	,	,	PUNCT
bitcs-6082	217	3	a.	a.	PROPN
bitcs-6082	217	4	r.	r.	PROPN
bitcs-6082	217	5	,	,	PUNCT
bitcs-6082	217	6	&	&	CCONJ
bitcs-6082	217	7	jolhe	jolhe	PROPN
bitcs-6082	217	8	,	,	PUNCT
bitcs-6082	217	9	d.	d.	PROPN
bitcs-6082	217	10	a.	a.	PROPN
bitcs-6082	217	11	(	(	PUNCT
bitcs-6082	217	12	2020	2020	NUM
bitcs-6082	217	13	)	)	PUNCT
bitcs-6082	217	14	.	.	PUNCT
bitcs-6082	218	1	market	market	NOUN
bitcs-6082	218	2	basket	basket	NOUN
bitcs-6082	218	3	analysis	analysis	NOUN
bitcs-6082	218	4	:	:	PUNCT
bitcs-6082	218	5	a	a	DET
bitcs-6082	218	6	case	case	NOUN
bitcs-6082	218	7	study	study	NOUN
bitcs-6082	218	8	of	of	ADP
bitcs-6082	218	9	a	a	DET
bitcs-6082	218	10	supermarket	supermarket	NOUN
bitcs-6082	218	11	.	.	PUNCT
bitcs-6082	219	1	in	in	ADP
bitcs-6082	219	2	advances	advance	NOUN
bitcs-6082	219	3	in	in	ADP
bitcs-6082	219	4	mechanical	mechanical	ADJ
bitcs-6082	219	5	engineering	engineering	NOUN
bitcs-6082	219	6	:	:	PUNCT
bitcs-6082	219	7	select	select	ADJ
bitcs-6082	219	8	proceedings	proceeding	NOUN
bitcs-6082	219	9	of	of	ADP
bitcs-6082	219	10	icame	icame	NOUN
bitcs-6082	219	11	2020	2020	NUM
bitcs-6082	219	12	(	(	PUNCT
bitcs-6082	219	13	pp	pp	ADJ
bitcs-6082	219	14	.	.	PUNCT
bitcs-6082	220	1	727	727	NUM
bitcs-6082	220	2	-	-	SYM
bitcs-6082	220	3	734	734	NUM
bitcs-6082	220	4	)	)	PUNCT
bitcs-6082	220	5	.	.	PUNCT
bitcs-6082	221	1	singapore	singapore	PROPN
bitcs-6082	221	2	:	:	PUNCT
bitcs-6082	221	3	springer	springer	PROPN
bitcs-6082	221	4	singapore	singapore	PROPN
bitcs-6082	221	5	.	.	PUNCT
bitcs-6082	222	1	8	8	X
bitcs-6082	222	2	.	.	X
bitcs-6082	223	1	kurniawan	kurniawan	PROPN
bitcs-6082	223	2	,	,	PUNCT
bitcs-6082	223	3	f.	f.	PROPN
bitcs-6082	223	4	,	,	PUNCT
bitcs-6082	223	5	umayah	umayah	PROPN
bitcs-6082	223	6	,	,	PUNCT
bitcs-6082	223	7	b.	b.	PROPN
bitcs-6082	223	8	,	,	PUNCT
bitcs-6082	223	9	hammad	hammad	PROPN
bitcs-6082	223	10	,	,	PUNCT
bitcs-6082	223	11	j.	j.	PROPN
bitcs-6082	223	12	,	,	PUNCT
bitcs-6082	223	13	nugroho	nugroho	PROPN
bitcs-6082	223	14	,	,	PUNCT
bitcs-6082	223	15	s.	s.	PROPN
bitcs-6082	223	16	m.	m.	PROPN
bitcs-6082	223	17	s.	s.	PROPN
bitcs-6082	223	18	,	,	PUNCT
bitcs-6082	223	19	&	&	CCONJ
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bitcs-6082	223	21	,	,	PUNCT
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bitcs-6082	223	23	(	(	PUNCT
bitcs-6082	223	24	2018	2018	NUM
bitcs-6082	223	25	)	)	PUNCT
bitcs-6082	223	26	.	.	PUNCT
bitcs-6082	224	1	market	market	NOUN
bitcs-6082	224	2	basket	basket	NOUN
bitcs-6082	224	3	analysis	analysis	NOUN
bitcs-6082	224	4	to	to	PART
bitcs-6082	224	5	identify	identify	VERB
bitcs-6082	224	6	customer	customer	NOUN
bitcs-6082	224	7	behaviours	behaviour	NOUN
bitcs-6082	224	8	by	by	ADP
bitcs-6082	224	9	way	way	NOUN
bitcs-6082	224	10	of	of	ADP
bitcs-6082	224	11	transaction	transaction	NOUN
bitcs-6082	224	12	data	datum	NOUN
bitcs-6082	224	13	.	.	PUNCT
bitcs-6082	225	1	knowledge	knowledge	NOUN
bitcs-6082	225	2	engineering	engineering	NOUN
bitcs-6082	225	3	and	and	CCONJ
bitcs-6082	225	4	data	datum	NOUN
bitcs-6082	225	5	science	science	NOUN
bitcs-6082	225	6	,	,	PUNCT
bitcs-6082	225	7	1(1	1(1	NUM
bitcs-6082	225	8	)	)	PUNCT
bitcs-6082	225	9	,	,	PUNCT
bitcs-6082	225	10	20	20	NUM
bitcs-6082	225	11	.	.	NOUN
bitcs-6082	225	12	9	9	NUM
bitcs-6082	225	13	.	.	X
bitcs-6082	226	1	li	li	PROPN
bitcs-6082	226	2	,	,	PUNCT
bitcs-6082	226	3	x.	x.	PROPN
bitcs-6082	226	4	,	,	PUNCT
bitcs-6082	226	5	&	&	CCONJ
bitcs-6082	226	6	tan	tan	PROPN
bitcs-6082	226	7	,	,	PUNCT
bitcs-6082	226	8	y.	y.	PROPN
bitcs-6082	226	9	(	(	PUNCT
bitcs-6082	226	10	2017	2017	NUM
bitcs-6082	226	11	)	)	PUNCT
bitcs-6082	226	12	.	.	PUNCT
bitcs-6082	227	1	sequential	sequential	ADJ
bitcs-6082	227	2	pattern	pattern	NOUN
bitcs-6082	227	3	mining	mining	NOUN
bitcs-6082	227	4	in	in	ADP
bitcs-6082	227	5	market	market	NOUN
bitcs-6082	227	6	basket	basket	NOUN
bitcs-6082	227	7	analysis	analysis	NOUN
bitcs-6082	227	8	:	:	PUNCT
bitcs-6082	227	9	a	a	DET
bitcs-6082	227	10	review	review	NOUN
bitcs-6082	227	11	.	.	PUNCT
bitcs-6082	228	1	decision	decision	NOUN
bitcs-6082	228	2	support	support	NOUN
bitcs-6082	228	3	systems	system	NOUN
bitcs-6082	228	4	,	,	PUNCT
bitcs-6082	228	5	95	95	NUM
bitcs-6082	228	6	,	,	PUNCT
bitcs-6082	228	7	1	1	NUM
bitcs-6082	228	8	-	-	SYM
bitcs-6082	228	9	12	12	NUM
bitcs-6082	228	10	.	.	PUNCT
bitcs-6082	229	1	doi:10.1016	doi:10.1016	PROPN
bitcs-6082	229	2	/	/	SYM
bitcs-6082	229	3	j.dss.2017.01.004	j.dss.2017.01.004	PROPN
bitcs-6082	229	4	10	10	NUM
bitcs-6082	229	5	.	.	PUNCT
bitcs-6082	230	1	omol	omol	PROPN
bitcs-6082	230	2	,	,	PUNCT
bitcs-6082	230	3	e.	e.	PROPN
bitcs-6082	230	4	j.	j.	PROPN
bitcs-6082	230	5	,	,	PUNCT
bitcs-6082	230	6	ogalo	ogalo	PROPN
bitcs-6082	230	7	,	,	PUNCT
bitcs-6082	230	8	j.	j.	PROPN
bitcs-6082	230	9	o.	o.	PROPN
bitcs-6082	230	10	,	,	PUNCT
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bitcs-6082	230	12	,	,	PUNCT
bitcs-6082	230	13	s.	s.	PROPN
bitcs-6082	230	14	o.	o.	PROPN
bitcs-6082	230	15	,	,	PUNCT
bitcs-6082	230	16	&	&	CCONJ
bitcs-6082	230	17	omieno	omieno	PROPN
bitcs-6082	230	18	,	,	PUNCT
bitcs-6082	230	19	k.	k.	PROPN
bitcs-6082	230	20	k.	k.	PROPN
bitcs-6082	231	1	(	(	PUNCT
bitcs-6082	231	2	2016	2016	NUM
bitcs-6082	231	3	)	)	PUNCT
bitcs-6082	231	4	.	.	PUNCT
bitcs-6082	232	1	mobile	mobile	ADJ
bitcs-6082	232	2	money	money	NOUN
bitcs-6082	232	3	payment	payment	NOUN
bitcs-6082	232	4	acceptance	acceptance	NOUN
bitcs-6082	232	5	model	model	NOUN
bitcs-6082	232	6	in	in	ADP
bitcs-6082	232	7	enterprise	enterprise	NOUN
bitcs-6082	232	8	management	management	NOUN
bitcs-6082	232	9	:	:	PUNCT
bitcs-6082	232	10	a	a	DET
bitcs-6082	232	11	case	case	NOUN
bitcs-6082	232	12	study	study	NOUN
bitcs-6082	232	13	of	of	ADP
bitcs-6082	232	14	mse	mse	PROPN
bitcs-6082	232	15	’s	’s	PART
bitcs-6082	232	16	in	in	ADP
bitcs-6082	232	17	kisumu	kisumu	PROPN
bitcs-6082	232	18	city	city	PROPN
bitcs-6082	232	19	,	,	PUNCT
bitcs-6082	232	20	kenya	kenya	PROPN
bitcs-6082	232	21	.	.	PUNCT
bitcs-6082	233	1	mara	mara	PROPN
bitcs-6082	233	2	research	research	PROPN
bitcs-6082	233	3	journal	journal	PROPN
bitcs-6082	233	4	of	of	ADP
bitcs-6082	233	5	information	information	NOUN
bitcs-6082	233	6	science	science	PROPN
bitcs-6082	233	7	&	&	CCONJ
bitcs-6082	233	8	technology	technology	PROPN
bitcs-6082	233	9	vol	vol	NOUN
bitcs-6082	233	10	.	.	PROPN
bitcs-6082	233	11	1	1	NUM
bitcs-6082	233	12	,	,	PUNCT
bitcs-6082	233	13	1	1	NUM
bitcs-6082	233	14	-	-	SYM
bitcs-6082	233	15	12	12	NUM
bitcs-6082	233	16	.	.	PUNCT
bitcs-6082	234	1	11	11	NUM
bitcs-6082	234	2	.	.	X
bitcs-6082	235	1	omol	omol	PROPN
bitcs-6082	235	2	,	,	PUNCT
bitcs-6082	235	3	e.	e.	PROPN
bitcs-6082	235	4	,	,	PUNCT
bitcs-6082	235	5	abeka	abeka	PROPN
bitcs-6082	235	6	,	,	PUNCT
bitcs-6082	235	7	s.	s.	PROPN
bitcs-6082	235	8	,	,	PUNCT
bitcs-6082	235	9	&	&	CCONJ
bitcs-6082	235	10	wauyo	wauyo	PROPN
bitcs-6082	235	11	,	,	PUNCT
bitcs-6082	235	12	f.	f.	PROPN
bitcs-6082	235	13	(	(	PUNCT
bitcs-6082	235	14	2017	2017	NUM
bitcs-6082	235	15	)	)	PUNCT
bitcs-6082	235	16	.	.	PUNCT
bitcs-6082	236	1	e	e	X
bitcs-6082	236	2	-	-	ADJ
bitcs-6082	236	3	proctored	proctor	VERB
bitcs-6082	236	4	model	model	NOUN
bitcs-6082	236	5	:	:	PUNCT
bitcs-6082	236	6	electronic	electronic	ADJ
bitcs-6082	236	7	solution	solution	NOUN
bitcs-6082	236	8	architect	architect	NOUN
bitcs-6082	236	9	for	for	ADP
bitcs-6082	236	10	exam	exam	NOUN
bitcs-6082	236	11	dereliction	dereliction	NOUN
bitcs-6082	236	12	in	in	ADP
bitcs-6082	236	13	kenya	kenya	PROPN
bitcs-6082	236	14	.	.	PUNCT
bitcs-6082	237	1	12	12	NUM
bitcs-6082	237	2	.	.	PUNCT
bitcs-6082	237	3	omol	omol	PROPN
bitcs-6082	237	4	,	,	PUNCT
bitcs-6082	237	5	e.	e.	PROPN
bitcs-6082	237	6	,	,	PUNCT
bitcs-6082	237	7	abeka	abeka	PROPN
bitcs-6082	237	8	,	,	PUNCT
bitcs-6082	237	9	s.	s.	PROPN
bitcs-6082	237	10	,	,	PUNCT
bitcs-6082	237	11	&	&	CCONJ
bitcs-6082	237	12	wauyo	wauyo	PROPN
bitcs-6082	237	13	,	,	PUNCT
bitcs-6082	237	14	f.	f.	PROPN
bitcs-6082	237	15	(	(	PUNCT
bitcs-6082	237	16	2017	2017	NUM
bitcs-6082	237	17	)	)	PUNCT
bitcs-6082	237	18	.	.	PUNCT
bitcs-6082	238	1	factors	factor	NOUN
bitcs-6082	238	2	influencing	influence	VERB
bitcs-6082	238	3	acceptance	acceptance	NOUN
bitcs-6082	238	4	of	of	ADP
bitcs-6082	238	5	mobile	mobile	ADJ
bitcs-6082	238	6	money	money	NOUN
bitcs-6082	238	7	applications	application	NOUN
bitcs-6082	238	8	in	in	ADP
bitcs-6082	238	9	enterprise	enterprise	NOUN
bitcs-6082	238	10	management	management	NOUN
bitcs-6082	238	11	:	:	PUNCT
bitcs-6082	238	12	a	a	DET
bitcs-6082	238	13	case	case	NOUN
bitcs-6082	238	14	study	study	NOUN
bitcs-6082	238	15	of	of	ADP
bitcs-6082	238	16	micro	micro	ADJ
bitcs-6082	238	17	and	and	CCONJ
bitcs-6082	238	18	small	small	ADJ
bitcs-6082	238	19	enterprise	enterprise	NOUN
bitcs-6082	238	20	owners	owner	NOUN
bitcs-6082	238	21	in	in	ADP
bitcs-6082	238	22	kisumu	kisumu	PROPN
bitcs-6082	238	23	central	central	PROPN
bitcs-6082	238	24	business	business	PROPN
bitcs-6082	238	25	district	district	PROPN
bitcs-6082	238	26	,	,	PUNCT
bitcs-6082	238	27	kenya	kenya	PROPN
bitcs-6082	238	28	.	.	PUNCT
bitcs-6082	239	1	international	international	ADJ
bitcs-6082	239	2	journal	journal	PROPN
bitcs-6082	239	3	of	of	ADP
bitcs-6082	239	4	advanced	advanced	ADJ
bitcs-6082	239	5	research	research	NOUN
bitcs-6082	239	6	in	in	ADP
bitcs-6082	239	7	computer	computer	NOUN
bitcs-6082	239	8	and	and	CCONJ
bitcs-6082	239	9	communication	communication	NOUN
bitcs-6082	239	10	engineering	engineering	NOUN
bitcs-6082	239	11	(	(	PUNCT
bitcs-6082	239	12	ijarcce	ijarcce	NOUN
bitcs-6082	239	13	)	)	PUNCT
bitcs-6082	239	14	,	,	PUNCT
bitcs-6082	239	15	6	6	NUM
bitcs-6082	239	16	,	,	PUNCT
bitcs-6082	239	17	208	208	NUM
bitcs-6082	239	18	-	-	SYM
bitcs-6082	239	19	219	219	NUM
bitcs-6082	239	20	.	.	PUNCT
bitcs-6082	240	1	doi	doi	NOUN
bitcs-6082	240	2	10.17148	10.17148	NUM
bitcs-6082	240	3	/	/	SYM
bitcs-6082	240	4	ijarcce.2017.6140	ijarcce.2017.6140	ADJ
bitcs-6082	240	5	13	13	NUM
bitcs-6082	240	6	.	.	PUNCT
bitcs-6082	241	1	sagin	sagin	PROPN
bitcs-6082	241	2	,	,	PUNCT
bitcs-6082	241	3	a.	a.	NOUN
bitcs-6082	241	4	n.	n.	PROPN
bitcs-6082	241	5	,	,	PUNCT
bitcs-6082	241	6	&	&	CCONJ
bitcs-6082	241	7	ayvaz	ayvaz	PROPN
bitcs-6082	241	8	,	,	PUNCT
bitcs-6082	241	9	b.	b.	PROPN
bitcs-6082	241	10	(	(	PUNCT
bitcs-6082	241	11	2018	2018	NUM
bitcs-6082	241	12	)	)	PUNCT
bitcs-6082	241	13	.	.	PUNCT
bitcs-6082	242	1	determination	determination	NOUN
bitcs-6082	242	2	of	of	ADP
bitcs-6082	242	3	association	association	NOUN
bitcs-6082	242	4	rules	rule	NOUN
bitcs-6082	242	5	with	with	ADP
bitcs-6082	242	6	market	market	NOUN
bitcs-6082	242	7	basket	basket	NOUN
bitcs-6082	242	8	analysis	analysis	NOUN
bitcs-6082	242	9	:	:	PUNCT
bitcs-6082	242	10	application	application	NOUN
bitcs-6082	242	11	in	in	ADP
bitcs-6082	242	12	the	the	DET
bitcs-6082	242	13	retail	retail	ADJ
bitcs-6082	242	14	sector	sector	NOUN
bitcs-6082	242	15	.	.	PUNCT
bitcs-6082	243	1	southeast	southeast	PROPN
bitcs-6082	243	2	europe	europe	PROPN
bitcs-6082	243	3	journal	journal	PROPN
bitcs-6082	243	4	of	of	ADP
bitcs-6082	243	5	soft	soft	ADJ
bitcs-6082	243	6	computing	computing	NOUN
bitcs-6082	243	7	,	,	PUNCT
bitcs-6082	243	8	7(1	7(1	NUM
bitcs-6082	243	9	)	)	PUNCT
bitcs-6082	243	10	.	.	PUNCT
bitcs-6082	244	1	14	14	NUM
bitcs-6082	244	2	.	.	X
bitcs-6082	244	3	santoso	santoso	NOUN
bitcs-6082	244	4	,	,	PUNCT
bitcs-6082	244	5	m.	m.	NOUN
bitcs-6082	244	6	h.	h.	PROPN
bitcs-6082	244	7	(	(	PUNCT
bitcs-6082	244	8	2021	2021	NUM
bitcs-6082	244	9	)	)	PUNCT
bitcs-6082	244	10	.	.	PUNCT
bitcs-6082	245	1	application	application	NOUN
bitcs-6082	245	2	of	of	ADP
bitcs-6082	245	3	association	association	NOUN
bitcs-6082	245	4	rule	rule	NOUN
bitcs-6082	245	5	method	method	NOUN
bitcs-6082	245	6	using	use	VERB
bitcs-6082	245	7	apriori	apriori	ADJ
bitcs-6082	245	8	algorithm	algorithm	NOUN
bitcs-6082	245	9	to	to	PART
bitcs-6082	245	10	find	find	VERB
bitcs-6082	245	11	sales	sale	NOUN
bitcs-6082	245	12	patterns	pattern	NOUN
bitcs-6082	245	13	case	case	NOUN
bitcs-6082	245	14	study	study	NOUN
bitcs-6082	245	15	of	of	ADP
bitcs-6082	245	16	indomaret	indomaret	PROPN
bitcs-6082	245	17	tanjung	tanjung	PROPN
bitcs-6082	245	18	anom	anom	PROPN
bitcs-6082	245	19	.	.	PUNCT
bitcs-6082	246	1	brilliance	brilliance	PROPN
bitcs-6082	246	2	:	:	PUNCT
bitcs-6082	246	3	research	research	NOUN
bitcs-6082	246	4	of	of	ADP
bitcs-6082	246	5	artificial	artificial	ADJ
bitcs-6082	246	6	intelligence	intelligence	NOUN
bitcs-6082	246	7	,	,	PUNCT
bitcs-6082	246	8	1(2	1(2	NUM
bitcs-6082	246	9	)	)	PUNCT
bitcs-6082	246	10	,	,	PUNCT
bitcs-6082	246	11	54	54	NUM
bitcs-6082	246	12	-	-	SYM
bitcs-6082	246	13	66	66	NUM
bitcs-6082	246	14	.	.	PUNCT
bitcs-6082	247	1	https://doi.org/10.24214/jecet.b.12.3.10114	https://doi.org/10.24214/jecet.b.12.3.10114	X
bitcs-6082	247	2	http://dx.doi.org/10.29322/ijsrp.11.09.2021.p11720	http://dx.doi.org/10.29322/ijsrp.11.09.2021.p11720	NOUN
bitcs-6082	247	3	vol	vol	NOUN
bitcs-6082	247	4	.	.	PROPN
bitcs-6082	248	1	5	5	NUM
bitcs-6082	248	2	,	,	PUNCT
bitcs-6082	248	3	no.2	no.2	PROPN
bitcs-6082	248	4	june	june	PROPN
bitcs-6082	248	5	2024	2024	NUM
bitcs-6082	249	1	|	|	ADV
bitcs-6082	249	2	63	63	NUM
bitcs-6082	249	3	15	15	NUM
bitcs-6082	249	4	.	.	PUNCT
bitcs-6082	250	1	sjarif	sjarif	NOUN
bitcs-6082	250	2	,	,	PUNCT
bitcs-6082	250	3	n.	n.	PROPN
bitcs-6082	250	4	n.	n.	PROPN
bitcs-6082	250	5	a.	a.	PROPN
bitcs-6082	250	6	,	,	PUNCT
bitcs-6082	250	7	azmi	azmi	PROPN
bitcs-6082	250	8	,	,	PUNCT
bitcs-6082	250	9	n.	n.	PROPN
bitcs-6082	250	10	f.	f.	PROPN
bitcs-6082	250	11	m.	m.	PROPN
bitcs-6082	250	12	,	,	PUNCT
bitcs-6082	250	13	yuhaniz	yuhaniz	NOUN
bitcs-6082	250	14	,	,	PUNCT
bitcs-6082	250	15	s.	s.	PROPN
bitcs-6082	250	16	s.	s.	PROPN
bitcs-6082	250	17	,	,	PUNCT
bitcs-6082	250	18	&	&	CCONJ
bitcs-6082	250	19	wong	wong	PROPN
bitcs-6082	250	20	,	,	PUNCT
bitcs-6082	251	1	d.	d.	PROPN
bitcs-6082	251	2	h.	h.	PROPN
bitcs-6082	251	3	t.	t.	PROPN
bitcs-6082	251	4	(	(	PUNCT
bitcs-6082	251	5	2021	2021	NUM
bitcs-6082	251	6	)	)	PUNCT
bitcs-6082	251	7	.	.	PUNCT
bitcs-6082	252	1	a	a	DET
bitcs-6082	252	2	review	review	NOUN
bitcs-6082	252	3	of	of	ADP
bitcs-6082	252	4	market	market	NOUN
bitcs-6082	252	5	basket	basket	NOUN
bitcs-6082	252	6	analysis	analysis	NOUN
bitcs-6082	252	7	on	on	ADP
bitcs-6082	252	8	business	business	NOUN
bitcs-6082	252	9	intelligence	intelligence	NOUN
bitcs-6082	252	10	and	and	CCONJ
bitcs-6082	252	11	data	datum	NOUN
bitcs-6082	252	12	mining	mining	NOUN
bitcs-6082	252	13	.	.	PUNCT
bitcs-6082	253	1	international	international	ADJ
bitcs-6082	253	2	journal	journal	PROPN
bitcs-6082	253	3	of	of	ADP
bitcs-6082	253	4	business	business	NOUN
bitcs-6082	253	5	intelligence	intelligence	NOUN
bitcs-6082	253	6	and	and	CCONJ
bitcs-6082	253	7	data	datum	NOUN
bitcs-6082	253	8	mining	mining	NOUN
bitcs-6082	253	9	,	,	PUNCT
bitcs-6082	253	10	18(3	18(3	NUM
bitcs-6082	253	11	)	)	PUNCT
bitcs-6082	253	12	,	,	PUNCT
bitcs-6082	253	13	383	383	NUM
bitcs-6082	253	14	-	-	SYM
bitcs-6082	253	15	394	394	NUM
bitcs-6082	253	16	.	.	PUNCT
bitcs-6082	254	1	16	16	NUM
bitcs-6082	254	2	.	.	PUNCT
bitcs-6082	255	1	smith	smith	PROPN
bitcs-6082	255	2	,	,	PUNCT
bitcs-6082	255	3	j.	j.	PROPN
bitcs-6082	255	4	a.	a.	PROPN
bitcs-6082	255	5	,	,	PUNCT
bitcs-6082	255	6	&	&	CCONJ
bitcs-6082	255	7	johnson	johnson	PROPN
bitcs-6082	255	8	,	,	PUNCT
bitcs-6082	255	9	m.	m.	NOUN
bitcs-6082	255	10	(	(	PUNCT
bitcs-6082	255	11	2020	2020	NUM
bitcs-6082	255	12	)	)	PUNCT
bitcs-6082	255	13	.	.	PUNCT
bitcs-6082	256	1	using	use	VERB
bitcs-6082	256	2	the	the	DET
bitcs-6082	256	3	apriori	apriori	ADJ
bitcs-6082	256	4	algorithm	algorithm	NOUN
bitcs-6082	256	5	for	for	ADP
bitcs-6082	256	6	market	market	NOUN
bitcs-6082	256	7	basket	basket	NOUN
bitcs-6082	256	8	analysis	analysis	NOUN
bitcs-6082	256	9	in	in	ADP
bitcs-6082	256	10	retail	retail	NOUN
bitcs-6082	256	11	.	.	PUNCT
bitcs-6082	257	1	journal	journal	PROPN
bitcs-6082	257	2	of	of	ADP
bitcs-6082	257	3	consumer	consumer	NOUN
bitcs-6082	257	4	behavior	behavior	NOUN
bitcs-6082	257	5	,	,	PUNCT
bitcs-6082	257	6	15(3	15(3	NUM
bitcs-6082	257	7	)	)	PUNCT
bitcs-6082	257	8	,	,	PUNCT
bitcs-6082	257	9	245	245	NUM
bitcs-6082	257	10	-	-	SYM
bitcs-6082	257	11	258	258	NUM
bitcs-6082	257	12	.	.	PUNCT
bitcs-6082	258	1	doi:10.1002	doi:10.1002	NOUN
bitcs-6082	258	2	/	/	SYM
bitcs-6082	258	3	jcb.1234	jcb.1234	NUM
bitcs-6082	258	4	17	17	NUM
bitcs-6082	258	5	.	.	PUNCT
bitcs-6082	259	1	sornalakshmi	sornalakshmi	NOUN
bitcs-6082	259	2	,	,	PUNCT
bitcs-6082	259	3	m.	m.	NOUN
bitcs-6082	259	4	,	,	PUNCT
bitcs-6082	259	5	balamurali	balamurali	PROPN
bitcs-6082	259	6	,	,	PUNCT
bitcs-6082	259	7	s.	s.	PROPN
bitcs-6082	259	8	,	,	PUNCT
bitcs-6082	259	9	venkatesulu	venkatesulu	ADJ
bitcs-6082	259	10	,	,	PUNCT
bitcs-6082	259	11	m.	m.	NOUN
bitcs-6082	259	12	,	,	PUNCT
bitcs-6082	259	13	krishnan	krishnan	PROPN
bitcs-6082	259	14	,	,	PUNCT
bitcs-6082	259	15	m.	m.	NOUN
bitcs-6082	259	16	n.	n.	PROPN
bitcs-6082	259	17	,	,	PUNCT
bitcs-6082	259	18	ramasamy	ramasamy	PROPN
bitcs-6082	259	19	,	,	PUNCT
bitcs-6082	259	20	l.	l.	PROPN
bitcs-6082	259	21	k.	k.	PROPN
bitcs-6082	259	22	,	,	PUNCT
bitcs-6082	259	23	kadry	kadry	PROPN
bitcs-6082	259	24	,	,	PUNCT
bitcs-6082	259	25	s.	s.	PROPN
bitcs-6082	259	26	,	,	PUNCT
bitcs-6082	259	27	&	&	CCONJ
bitcs-6082	259	28	lim	lim	PROPN
bitcs-6082	259	29	,	,	PUNCT
bitcs-6082	259	30	s.	s.	PROPN
bitcs-6082	259	31	(	(	PUNCT
bitcs-6082	259	32	2021	2021	NUM
bitcs-6082	259	33	)	)	PUNCT
bitcs-6082	259	34	.	.	PUNCT
bitcs-6082	260	1	an	an	DET
bitcs-6082	260	2	efficient	efficient	ADJ
bitcs-6082	260	3	apriori	apriori	ADJ
bitcs-6082	260	4	algorithm	algorithm	NOUN
bitcs-6082	260	5	for	for	ADP
bitcs-6082	260	6	frequent	frequent	ADJ
bitcs-6082	260	7	pattern	pattern	NOUN
bitcs-6082	260	8	mining	mining	NOUN
bitcs-6082	260	9	using	use	VERB
bitcs-6082	260	10	mapreduce	mapreduce	PROPN
bitcs-6082	260	11	in	in	ADP
bitcs-6082	260	12	healthcare	healthcare	PROPN
bitcs-6082	260	13	data	data	PROPN
bitcs-6082	260	14	.	.	PUNCT
bitcs-6082	261	1	bulletin	bulletin	NOUN
bitcs-6082	261	2	of	of	ADP
bitcs-6082	261	3	electrical	electrical	ADJ
bitcs-6082	261	4	engineering	engineering	NOUN
bitcs-6082	261	5	and	and	CCONJ
bitcs-6082	261	6	informatics	informatic	NOUN
bitcs-6082	261	7	,	,	PUNCT
bitcs-6082	261	8	10(1	10(1	NUM
bitcs-6082	261	9	)	)	PUNCT
bitcs-6082	261	10	,	,	PUNCT
bitcs-6082	261	11	390	390	NUM
bitcs-6082	261	12	-	-	SYM
bitcs-6082	261	13	403	403	NUM
bitcs-6082	261	14	.	.	PUNCT
bitcs-6082	262	1	18	18	NUM
bitcs-6082	262	2	.	.	X
bitcs-6082	262	3	suryadi	suryadi	PROPN
bitcs-6082	262	4	,	,	PUNCT
bitcs-6082	262	5	a.	a.	PROPN
bitcs-6082	262	6	,	,	PUNCT
bitcs-6082	262	7	&	&	CCONJ
bitcs-6082	262	8	islami	islami	PROPN
bitcs-6082	262	9	,	,	PUNCT
bitcs-6082	262	10	m.	m.	NOUN
bitcs-6082	262	11	c.	c.	PROPN
bitcs-6082	262	12	p.	p.	PROPN
bitcs-6082	262	13	a.	a.	NOUN
bitcs-6082	263	1	(	(	PUNCT
bitcs-6082	263	2	2022	2022	NUM
bitcs-6082	263	3	)	)	PUNCT
bitcs-6082	263	4	.	.	PUNCT
bitcs-6082	264	1	analysis	analysis	NOUN
bitcs-6082	264	2	of	of	ADP
bitcs-6082	264	3	data	datum	NOUN
bitcs-6082	264	4	mining	mining	NOUN
bitcs-6082	264	5	at	at	ADP
bitcs-6082	264	6	supermarket	supermarket	NOUN
bitcs-6082	264	7	x	x	PUNCT
bitcs-6082	264	8	in	in	ADP
bitcs-6082	264	9	surabaya	surabaya	PROPN
bitcs-6082	264	10	using	use	VERB
bitcs-6082	264	11	market	market	NOUN
bitcs-6082	264	12	basket	basket	NOUN
bitcs-6082	264	13	analysis	analysis	NOUN
bitcs-6082	264	14	to	to	PART
bitcs-6082	264	15	determine	determine	VERB
bitcs-6082	264	16	consumer	consumer	NOUN
bitcs-6082	264	17	buying	buying	NOUN
bitcs-6082	264	18	patterns	pattern	NOUN
bitcs-6082	264	19	.	.	PUNCT
bitcs-6082	265	1	nusantara	nusantara	PROPN
bitcs-6082	265	2	science	science	NOUN
bitcs-6082	265	3	and	and	CCONJ
bitcs-6082	265	4	technology	technology	NOUN
bitcs-6082	265	5	proceedings	proceeding	NOUN
bitcs-6082	265	6	,	,	PUNCT
bitcs-6082	265	7	28	28	NUM
bitcs-6082	265	8	-	-	SYM
bitcs-6082	265	9	32	32	NUM
bitcs-6082	265	10	.	.	PUNCT
bitcs-6082	266	1	19	19	NUM
bitcs-6082	266	2	.	.	PUNCT
bitcs-6082	267	1	tatiana	tatiana	PROPN
bitcs-6082	267	2	,	,	PUNCT
bitcs-6082	267	3	k.	k.	PROPN
bitcs-6082	267	4	,	,	PUNCT
bitcs-6082	267	5	&	&	CCONJ
bitcs-6082	267	6	mikhail	mikhail	PROPN
bitcs-6082	267	7	,	,	PUNCT
bitcs-6082	267	8	m.	m.	NOUN
bitcs-6082	267	9	(	(	PUNCT
bitcs-6082	267	10	2018	2018	NUM
bitcs-6082	267	11	)	)	PUNCT
bitcs-6082	267	12	.	.	PUNCT
bitcs-6082	268	1	market	market	NOUN
bitcs-6082	268	2	basket	basket	NOUN
bitcs-6082	268	3	analysis	analysis	NOUN
bitcs-6082	268	4	of	of	ADP
bitcs-6082	268	5	heterogeneous	heterogeneous	ADJ
bitcs-6082	268	6	data	datum	NOUN
bitcs-6082	268	7	sources	source	NOUN
bitcs-6082	268	8	for	for	ADP
bitcs-6082	268	9	recommendation	recommendation	NOUN
bitcs-6082	268	10	system	system	NOUN
bitcs-6082	268	11	improvement	improvement	NOUN
bitcs-6082	268	12	.	.	PUNCT
bitcs-6082	269	1	procedia	procedia	PROPN
bitcs-6082	269	2	computer	computer	NOUN
bitcs-6082	269	3	science	science	NOUN
bitcs-6082	269	4	,	,	PUNCT
bitcs-6082	269	5	136	136	NUM
bitcs-6082	269	6	,	,	PUNCT
bitcs-6082	269	7	246	246	NUM
bitcs-6082	269	8	-	-	SYM
bitcs-6082	269	9	254	254	NUM
bitcs-6082	269	10	.	.	PUNCT
bitcs-6082	270	1	20	20	NUM
bitcs-6082	270	2	.	.	PUNCT
bitcs-6082	271	1	ünvan	ünvan	PROPN
bitcs-6082	271	2	,	,	PUNCT
bitcs-6082	271	3	y.	y.	PROPN
bitcs-6082	271	4	a.	a.	NOUN
bitcs-6082	271	5	(	(	PUNCT
bitcs-6082	271	6	2021	2021	NUM
bitcs-6082	271	7	)	)	PUNCT
bitcs-6082	271	8	.	.	PUNCT
bitcs-6082	272	1	market	market	NOUN
bitcs-6082	272	2	basket	basket	NOUN
bitcs-6082	272	3	analysis	analysis	NOUN
bitcs-6082	272	4	with	with	ADP
bitcs-6082	272	5	association	association	NOUN
bitcs-6082	272	6	rules	rule	NOUN
bitcs-6082	272	7	.	.	PUNCT
bitcs-6082	273	1	communications	communication	NOUN
bitcs-6082	273	2	in	in	ADP
bitcs-6082	273	3	statisticstheory	statisticstheory	NOUN
bitcs-6082	273	4	and	and	CCONJ
bitcs-6082	273	5	methods	method	NOUN
bitcs-6082	273	6	,	,	PUNCT
bitcs-6082	273	7	50(7	50(7	NUM
bitcs-6082	273	8	)	)	PUNCT
bitcs-6082	273	9	,	,	PUNCT
bitcs-6082	273	10	1615	1615	NUM
bitcs-6082	273	11	-	-	SYM
bitcs-6082	273	12	1628	1628	NUM
bitcs-6082	273	13	.	.	PUNCT
bitcs-6082	274	1	21	21	NUM
bitcs-6082	274	2	.	.	X
bitcs-6082	275	1	wang	wang	PROPN
bitcs-6082	275	2	,	,	PUNCT
bitcs-6082	275	3	l.	l.	PROPN
bitcs-6082	275	4	,	,	PUNCT
bitcs-6082	275	5	&	&	CCONJ
bitcs-6082	275	6	lee	lee	PROPN
bitcs-6082	275	7	,	,	PUNCT
bitcs-6082	275	8	c.	c.	PROPN
bitcs-6082	275	9	(	(	PUNCT
bitcs-6082	275	10	2019	2019	NUM
bitcs-6082	275	11	)	)	PUNCT
bitcs-6082	275	12	.	.	PUNCT
bitcs-6082	276	1	uncovering	uncover	VERB
bitcs-6082	276	2	consumer	consumer	NOUN
bitcs-6082	276	3	buying	buying	NOUN
bitcs-6082	276	4	patterns	pattern	NOUN
bitcs-6082	276	5	in	in	ADP
bitcs-6082	276	6	e	e	NOUN
bitcs-6082	276	7	-	-	NOUN
bitcs-6082	276	8	commerce	commerce	NOUN
bitcs-6082	276	9	using	use	VERB
bitcs-6082	276	10	market	market	NOUN
bitcs-6082	276	11	basket	basket	NOUN
bitcs-6082	276	12	analysis	analysis	NOUN
bitcs-6082	276	13	and	and	CCONJ
bitcs-6082	276	14	big	big	ADJ
bitcs-6082	276	15	data	datum	NOUN
bitcs-6082	276	16	techniques	technique	NOUN
bitcs-6082	276	17	.	.	PUNCT
bitcs-6082	277	1	international	international	ADJ
bitcs-6082	277	2	journal	journal	PROPN
bitcs-6082	277	3	of	of	ADP
bitcs-6082	277	4	electronic	electronic	ADJ
bitcs-6082	277	5	commerce	commerce	NOUN
bitcs-6082	277	6	,	,	PUNCT
bitcs-6082	277	7	24(2	24(2	NUM
bitcs-6082	277	8	)	)	PUNCT
bitcs-6082	277	9	,	,	PUNCT
bitcs-6082	277	10	123	123	NUM
bitcs-6082	277	11	-	-	SYM
bitcs-6082	277	12	137	137	NUM
bitcs-6082	277	13	.	.	PUNCT
bitcs-6082	278	1	doi:10.1080/10864415.2019.1576622	doi:10.1080/10864415.2019.1576622	ADJ
bitcs-6082	278	2	22	22	NUM
bitcs-6082	278	3	.	.	PUNCT
bitcs-6082	279	1	xie	xie	PROPN
bitcs-6082	279	2	,	,	PUNCT
bitcs-6082	279	3	h.	h.	PROPN
bitcs-6082	279	4	(	(	PUNCT
bitcs-6082	279	5	2021	2021	NUM
bitcs-6082	279	6	)	)	PUNCT
bitcs-6082	279	7	.	.	PUNCT
bitcs-6082	280	1	research	research	NOUN
bitcs-6082	280	2	and	and	CCONJ
bitcs-6082	280	3	case	case	NOUN
bitcs-6082	280	4	analysis	analysis	NOUN
bitcs-6082	280	5	of	of	ADP
bitcs-6082	280	6	apriori	apriori	ADJ
bitcs-6082	280	7	algorithm	algorithm	NOUN
bitcs-6082	280	8	based	base	VERB
bitcs-6082	280	9	on	on	ADP
bitcs-6082	280	10	mining	mining	NOUN
bitcs-6082	280	11	frequent	frequent	ADJ
bitcs-6082	280	12	item	item	NOUN
bitcs-6082	280	13	-	-	PUNCT
bitcs-6082	280	14	sets	set	NOUN
bitcs-6082	280	15	.	.	PUNCT
bitcs-6082	281	1	open	open	ADJ
bitcs-6082	281	2	journal	journal	NOUN
bitcs-6082	281	3	of	of	ADP
bitcs-6082	281	4	social	social	ADJ
bitcs-6082	281	5	sciences	science	NOUN
bitcs-6082	281	6	,	,	PUNCT
bitcs-6082	281	7	9(04	9(04	NOUN
bitcs-6082	281	8	)	)	PUNCT
bitcs-6082	281	9	,	,	PUNCT
bitcs-6082	281	10	458	458	NUM
bitcs-6082	281	11	.	.	PUNCT