id	sid	tid	token	lemma	pos
cana-6193	1	1	communications	communication	NOUN
cana-6193	1	2	on	on	ADP
cana-6193	1	3	applied	apply	VERB
cana-6193	1	4	nonlinear	nonlinear	ADJ
cana-6193	1	5	analysis	analysis	NOUN
cana-6193	1	6	issn	issn	NOUN
cana-6193	1	7	:	:	PUNCT
cana-6193	1	8	1074	1074	NUM
cana-6193	1	9	-	-	PUNCT
cana-6193	1	10	133x	133x	NUM
cana-6193	1	11	vol	vol	NOUN
cana-6193	1	12	32	32	NUM
cana-6193	1	13	no	no	NOUN
cana-6193	1	14	.	.	NOUN
cana-6193	1	15	1	1	NUM
cana-6193	1	16	(	(	PUNCT
cana-6193	1	17	2025	2025	NUM
cana-6193	1	18	)	)	PUNCT
cana-6193	1	19	754	754	NUM
cana-6193	1	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-6193	1	21	exploring	explore	VERB
cana-6193	1	22	the	the	DET
cana-6193	1	23	transformation	transformation	NOUN
cana-6193	1	24	of	of	ADP
cana-6193	1	25	financial	financial	ADJ
cana-6193	1	26	analysis	analysis	NOUN
cana-6193	1	27	through	through	ADP
cana-6193	1	28	advanced	advanced	ADJ
cana-6193	1	29	analytics	analytic	NOUN
cana-6193	1	30	for	for	ADP
cana-6193	1	31	enhanced	enhanced	ADJ
cana-6193	1	32	performance	performance	NOUN
cana-6193	1	33	management	management	NOUN
cana-6193	1	34	ketaki	ketaki	NOUN
cana-6193	1	35	kulkarni	kulkarni	PROPN
cana-6193	1	36	,	,	PUNCT
cana-6193	1	37	.	.	PUNCT
cana-6193	2	1	p.v	p.v	PROPN
cana-6193	2	2	.	.	PROPN
cana-6193	3	1	g	g	PROPN
cana-6193	3	2	’s	’s	PART
cana-6193	3	3	college	college	NOUN
cana-6193	3	4	of	of	ADP
cana-6193	3	5	engineering	engineering	NOUN
cana-6193	3	6	and	and	CCONJ
cana-6193	3	7	technology	technology	NOUN
cana-6193	3	8	and	and	CCONJ
cana-6193	3	9	g.k.p(w	g.k.p(w	PROPN
cana-6193	3	10	)	)	PUNCT
cana-6193	3	11	institute	institute	PROPN
cana-6193	3	12	of	of	ADP
cana-6193	3	13	management	management	NOUN
cana-6193	3	14	.	.	PUNCT
cana-6193	4	1	pune	pune	PROPN
cana-6193	4	2	,	,	PUNCT
cana-6193	4	3	india	india	PROPN
cana-6193	4	4	ketaki.kulkarni2604@gmail.com	ketaki.kulkarni2604@gmail.com	PROPN
cana-6193	4	5	dr	dr	PROPN
cana-6193	4	6	.	.	PROPN
cana-6193	4	7	rajesh	rajesh	PROPN
cana-6193	4	8	jha	jha	PROPN
cana-6193	4	9	phdrajeshjha@gmail.com	phdrajeshjha@gmail.com	PROPN
cana-6193	5	1	d.y.patil	d.y.patil	PROPN
cana-6193	5	2	institute	institute	PROPN
cana-6193	5	3	of	of	ADP
cana-6193	5	4	management	management	NOUN
cana-6193	5	5	and	and	CCONJ
cana-6193	5	6	entrepreneur	entrepreneur	NOUN
cana-6193	5	7	development	development	NOUN
cana-6193	5	8	,	,	PUNCT
cana-6193	5	9	pune	pune	PROPN
cana-6193	5	10	,	,	PUNCT
cana-6193	5	11	india	india	PROPN
cana-6193	5	12	dr	dr	PROPN
cana-6193	5	13	.	.	PROPN
cana-6193	5	14	smita	smita	PROPN
cana-6193	5	15	rohidas	rohidas	PROPN
cana-6193	5	16	temgire	temgire	VERB
cana-6193	5	17	pvg	pvg	PROPN
cana-6193	5	18	’s	’s	PART
cana-6193	5	19	college	college	PROPN
cana-6193	5	20	of	of	ADP
cana-6193	5	21	engineering	engineering	NOUN
cana-6193	5	22	and	and	CCONJ
cana-6193	5	23	technology	technology	NOUN
cana-6193	5	24	and	and	CCONJ
cana-6193	5	25	g	g	PROPN
cana-6193	5	26	k	k	PROPN
cana-6193	5	27	pate	pate	PROPN
cana-6193	5	28	(	(	PUNCT
cana-6193	5	29	wani	wani	PROPN
cana-6193	5	30	)	)	PUNCT
cana-6193	5	31	institute	institute	PROPN
cana-6193	5	32	of	of	ADP
cana-6193	5	33	management	management	NOUN
cana-6193	5	34	,	,	PUNCT
cana-6193	5	35	pune	pune	NOUN
cana-6193	5	36	prof	prof	NOUN
cana-6193	5	37	.	.	PUNCT
cana-6193	6	1	sonali	sonali	PROPN
cana-6193	6	2	joshi	joshi	PROPN
cana-6193	6	3	trinity	trinity	PROPN
cana-6193	6	4	institute	institute	PROPN
cana-6193	6	5	of	of	ADP
cana-6193	6	6	management	management	NOUN
cana-6193	6	7	and	and	CCONJ
cana-6193	6	8	research	research	NOUN
cana-6193	6	9	,	,	PUNCT
cana-6193	6	10	pune	pune	ADJ
cana-6193	6	11	article	article	NOUN
cana-6193	6	12	history	history	NOUN
cana-6193	6	13	:	:	PUNCT
cana-6193	6	14	received	receive	VERB
cana-6193	6	15	:	:	PUNCT
cana-6193	6	16	02/02/2025	02/02/2025	NUM
cana-6193	6	17	revised	revise	VERB
cana-6193	6	18	:	:	PUNCT
cana-6193	6	19	15/03/2025	15/03/2025	NUM
cana-6193	6	20	accepted	accept	VERB
cana-6193	6	21	:	:	PUNCT
cana-6193	6	22	25/03/2025	25/03/2025	NUM
cana-6193	6	23	abstract	abstract	NOUN
cana-6193	6	24	:	:	PUNCT
cana-6193	6	25	financial	financial	ADJ
cana-6193	6	26	planning	planning	NOUN
cana-6193	6	27	and	and	CCONJ
cana-6193	6	28	analysis	analysis	NOUN
cana-6193	6	29	has	have	AUX
cana-6193	6	30	seen	see	VERB
cana-6193	6	31	a	a	DET
cana-6193	6	32	significant	significant	ADJ
cana-6193	6	33	revolution	revolution	NOUN
cana-6193	6	34	,	,	PUNCT
cana-6193	6	35	moved	move	VERB
cana-6193	6	36	beyond	beyond	ADP
cana-6193	6	37	conventional	conventional	ADJ
cana-6193	6	38	budget	budget	NOUN
cana-6193	6	39	and	and	CCONJ
cana-6193	6	40	reporting	report	VERB
cana-6193	6	41	to	to	PART
cana-6193	6	42	incorporate	incorporate	VERB
cana-6193	6	43	several	several	ADJ
cana-6193	6	44	statistical	statistical	ADJ
cana-6193	6	45	tools	tool	NOUN
cana-6193	6	46	.	.	PUNCT
cana-6193	7	1	this	this	DET
cana-6193	7	2	modification	modification	NOUN
cana-6193	7	3	regained	regain	VERB
cana-6193	7	4	and	and	CCONJ
cana-6193	7	5	reshaped	reshape	VERB
cana-6193	7	6	fp&a	fp&a	PROPN
cana-6193	7	7	,	,	PUNCT
cana-6193	7	8	boosting	boost	VERB
cana-6193	7	9	its	its	PRON
cana-6193	7	10	efficiency	efficiency	NOUN
cana-6193	7	11	and	and	CCONJ
cana-6193	7	12	has	have	AUX
cana-6193	7	13	enabled	enable	VERB
cana-6193	7	14	evidence	evidence	NOUN
cana-6193	7	15	-	-	PUNCT
cana-6193	7	16	based	base	VERB
cana-6193	7	17	decisions	decision	NOUN
cana-6193	7	18	,	,	PUNCT
cana-6193	7	19	establishing	establish	VERB
cana-6193	7	20	it	it	PRON
cana-6193	7	21	as	as	ADP
cana-6193	7	22	a	a	DET
cana-6193	7	23	strategic	strategic	ADJ
cana-6193	7	24	alliance	alliance	NOUN
cana-6193	7	25	in	in	ADP
cana-6193	7	26	various	various	ADJ
cana-6193	7	27	operations	operation	NOUN
cana-6193	7	28	.	.	PUNCT
cana-6193	8	1	despite	despite	SCONJ
cana-6193	8	2	various	various	ADJ
cana-6193	8	3	benefits	benefit	NOUN
cana-6193	8	4	,	,	PUNCT
cana-6193	8	5	including	include	VERB
cana-6193	8	6	improved	improved	ADJ
cana-6193	8	7	decision	decision	NOUN
cana-6193	8	8	-	-	PUNCT
cana-6193	8	9	making	making	NOUN
cana-6193	8	10	,	,	PUNCT
cana-6193	8	11	streamlined	streamlined	ADJ
cana-6193	8	12	data	datum	NOUN
cana-6193	8	13	management	management	NOUN
cana-6193	8	14	,	,	PUNCT
cana-6193	8	15	enhanced	enhance	VERB
cana-6193	8	16	operational	operational	ADJ
cana-6193	8	17	efficiency	efficiency	NOUN
cana-6193	8	18	,	,	PUNCT
cana-6193	8	19	and	and	CCONJ
cana-6193	8	20	conformity	conformity	NOUN
cana-6193	8	21	industries	industry	NOUN
cana-6193	8	22	are	be	AUX
cana-6193	8	23	hesitant	hesitant	ADJ
cana-6193	8	24	in	in	ADP
cana-6193	8	25	adopting	adopt	VERB
cana-6193	8	26	advanced	advanced	ADJ
cana-6193	8	27	analytics	analytic	NOUN
cana-6193	8	28	in	in	ADP
cana-6193	8	29	fp&a	fp&a	PROPN
cana-6193	8	30	,	,	PUNCT
cana-6193	8	31	considering	consider	VERB
cana-6193	8	32	difficulties	difficulty	NOUN
cana-6193	8	33	related	relate	VERB
cana-6193	8	34	to	to	ADP
cana-6193	8	35	framework	framework	NOUN
cana-6193	8	36	,	,	PUNCT
cana-6193	8	37	recruitment	recruitment	NOUN
cana-6193	8	38	and	and	CCONJ
cana-6193	8	39	selection	selection	NOUN
cana-6193	8	40	,	,	PUNCT
cana-6193	8	41	and	and	CCONJ
cana-6193	8	42	administration	administration	NOUN
cana-6193	8	43	.	.	PUNCT
cana-6193	9	1	a	a	DET
cana-6193	9	2	study	study	NOUN
cana-6193	9	3	inspects	inspect	VERB
cana-6193	9	4	utilization	utilization	NOUN
cana-6193	9	5	,	,	PUNCT
cana-6193	9	6	assistance	assistance	NOUN
cana-6193	9	7	,	,	PUNCT
cana-6193	9	8	benefits	benefit	NOUN
cana-6193	9	9	,	,	PUNCT
cana-6193	9	10	challenges	challenge	NOUN
cana-6193	9	11	,	,	PUNCT
cana-6193	9	12	importance	importance	NOUN
cana-6193	9	13	in	in	ADP
cana-6193	9	14	endorsing	endorse	VERB
cana-6193	9	15	the	the	DET
cana-6193	9	16	newest	new	ADJ
cana-6193	9	17	analytical	analytical	ADJ
cana-6193	9	18	techniques	technique	NOUN
cana-6193	9	19	by	by	ADP
cana-6193	9	20	improving	improve	VERB
cana-6193	9	21	and	and	CCONJ
cana-6193	9	22	optimizing	optimize	VERB
cana-6193	9	23	financial	financial	ADJ
cana-6193	9	24	decisionmakingprocedures	decisionmakingprocedure	NOUN
cana-6193	9	25	.	.	PUNCT
cana-6193	10	1	the	the	DET
cana-6193	10	2	study	study	NOUN
cana-6193	10	3	considers	consider	VERB
cana-6193	10	4	2	2	NUM
cana-6193	10	5	companies	company	NOUN
cana-6193	10	6	like	like	ADP
cana-6193	10	7	decathlon	decathlon	NOUN
cana-6193	10	8	employs	employ	VERB
cana-6193	10	9	machine	machine	NOUN
cana-6193	10	10	learning	learning	NOUN
cana-6193	10	11	for	for	ADP
cana-6193	10	12	managerial	managerial	ADJ
cana-6193	10	13	,	,	PUNCT
cana-6193	10	14	anticipating	anticipating	NOUN
cana-6193	10	15	,	,	PUNCT
cana-6193	10	16	monetary	monetary	ADJ
cana-6193	10	17	development	development	NOUN
cana-6193	10	18	,	,	PUNCT
cana-6193	10	19	and	and	CCONJ
cana-6193	10	20	challenges	challenge	NOUN
cana-6193	10	21	scrutinize	scrutinize	VERB
cana-6193	10	22	,	,	PUNCT
cana-6193	10	23	effectively	effectively	ADV
cana-6193	10	24	maximizing	maximize	VERB
cana-6193	10	25	wealth	wealth	NOUN
cana-6193	10	26	and	and	CCONJ
cana-6193	10	27	consumer	consumer	NOUN
cana-6193	10	28	loyalty	loyalty	NOUN
cana-6193	10	29	.	.	PUNCT
cana-6193	11	1	also	also	ADV
cana-6193	11	2	has	have	AUX
cana-6193	11	3	led	lead	VERB
cana-6193	11	4	the	the	DET
cana-6193	11	5	way	way	NOUN
cana-6193	11	6	in	in	ADP
cana-6193	11	7	implementing	implement	VERB
cana-6193	11	8	a	a	DET
cana-6193	11	9	unique	unique	ADJ
cana-6193	11	10	technology	technology	NOUN
cana-6193	11	11	to	to	PART
cana-6193	11	12	improve	improve	VERB
cana-6193	11	13	the	the	DET
cana-6193	11	14	experience	experience	NOUN
cana-6193	11	15	for	for	ADP
cana-6193	11	16	both	both	CCONJ
cana-6193	11	17	its	its	PRON
cana-6193	11	18	employees	employee	NOUN
cana-6193	11	19	and	and	CCONJ
cana-6193	11	20	customers	customer	NOUN
cana-6193	11	21	.	.	PUNCT
cana-6193	12	1	spotify	spotify	VERB
cana-6193	12	2	a	a	DET
cana-6193	12	3	podcast	podcast	NOUN
cana-6193	12	4	listening	listen	VERB
cana-6193	12	5	app	app	NOUN
cana-6193	12	6	utilizes	utilize	VERB
cana-6193	12	7	ai	ai	VERB
cana-6193	12	8	models	model	NOUN
cana-6193	12	9	to	to	PART
cana-6193	12	10	deliver	deliver	VERB
cana-6193	12	11	personalized	personalized	ADJ
cana-6193	12	12	recommendations	recommendation	NOUN
cana-6193	12	13	for	for	ADP
cana-6193	12	14	music	music	NOUN
cana-6193	12	15	,	,	PUNCT
cana-6193	12	16	podcasts	podcast	NOUN
cana-6193	12	17	,	,	PUNCT
cana-6193	12	18	playlists	playlist	NOUN
cana-6193	12	19	,	,	PUNCT
cana-6193	12	20	and	and	CCONJ
cana-6193	12	21	other	other	ADJ
cana-6193	12	22	content	content	NOUN
cana-6193	12	23	to	to	ADP
cana-6193	12	24	users	user	NOUN
cana-6193	12	25	.	.	PUNCT
cana-6193	13	1	by	by	ADP
cana-6193	13	2	analysing	analyse	VERB
cana-6193	13	3	user	user	NOUN
cana-6193	13	4	behaviour	behaviour	NOUN
cana-6193	13	5	and	and	CCONJ
cana-6193	13	6	preferences	preference	NOUN
cana-6193	13	7	,	,	PUNCT
cana-6193	13	8	including	include	VERB
cana-6193	13	9	listening	listen	VERB
cana-6193	13	10	habits	habit	NOUN
cana-6193	13	11	and	and	CCONJ
cana-6193	13	12	playlist	playlist	NOUN
cana-6193	13	13	creation	creation	NOUN
cana-6193	13	14	,	,	PUNCT
cana-6193	13	15	these	these	DET
cana-6193	13	16	ai	ai	NOUN
cana-6193	13	17	models	model	NOUN
cana-6193	13	18	predict	predict	VERB
cana-6193	13	19	and	and	CCONJ
cana-6193	13	20	offer	offer	VERB
cana-6193	13	21	tailored	tailor	VERB
cana-6193	13	22	suggestions	suggestion	NOUN
cana-6193	13	23	.	.	PUNCT
cana-6193	14	1	these	these	DET
cana-6193	14	2	case	case	NOUN
cana-6193	14	3	studies	study	NOUN
cana-6193	14	4	underscore	underscore	VERB
cana-6193	14	5	the	the	DET
cana-6193	14	6	concrete	concrete	ADJ
cana-6193	14	7	interestof	interestof	NOUN
cana-6193	14	8	incorporating	incorporate	VERB
cana-6193	14	9	models	model	NOUN
cana-6193	14	10	into	into	ADP
cana-6193	14	11	enabling	enable	VERB
cana-6193	14	12	corporations	corporation	NOUN
cana-6193	14	13	to	to	PART
cana-6193	14	14	take	take	VERB
cana-6193	14	15	judgements	judgement	NOUN
cana-6193	14	16	and	and	CCONJ
cana-6193	14	17	obtain	obtain	VERB
cana-6193	14	18	financial	financial	ADJ
cana-6193	14	19	utilisation	utilisation	NOUN
cana-6193	14	20	and	and	CCONJ
cana-6193	14	21	mobilisation	mobilisation	NOUN
cana-6193	14	22	of	of	ADP
cana-6193	14	23	funds	fund	NOUN
cana-6193	14	24	.	.	PUNCT
cana-6193	15	1	regardless	regardless	ADV
cana-6193	15	2	of	of	ADP
cana-6193	15	3	obstacles	obstacle	NOUN
cana-6193	15	4	,	,	PUNCT
cana-6193	15	5	it	it	PRON
cana-6193	15	6	offers	offer	VERB
cana-6193	15	7	capacity	capacity	NOUN
cana-6193	15	8	to	to	PART
cana-6193	15	9	reorganize	reorganize	VERB
cana-6193	15	10	fiscal	fiscal	ADJ
cana-6193	15	11	management	management	NOUN
cana-6193	15	12	and	and	CCONJ
cana-6193	15	13	elevate	elevate	VERB
cana-6193	15	14	entire	entire	ADJ
cana-6193	15	15	industry	industry	NOUN
cana-6193	15	16	.	.	PUNCT
cana-6193	16	1	keywords	keyword	NOUN
cana-6193	16	2	—	—	PUNCT
cana-6193	16	3	financial	financial	ADJ
cana-6193	16	4	analytics	analytic	NOUN
cana-6193	16	5	,	,	PUNCT
cana-6193	16	6	performance	performance	NOUN
cana-6193	16	7	management	management	NOUN
cana-6193	16	8	,	,	PUNCT
cana-6193	16	9	smart	smart	ADJ
cana-6193	16	10	intelligence	intelligence	NOUN
cana-6193	16	11	machine	machine	NOUN
cana-6193	16	12	learning	learning	NOUN
cana-6193	16	13	,	,	PUNCT
cana-6193	16	14	aitools	aitool	NOUN
cana-6193	16	15	and	and	CCONJ
cana-6193	16	16	techniques	technique	NOUN
cana-6193	16	17	,	,	PUNCT
cana-6193	16	18	complex	complex	ADJ
cana-6193	16	19	programming	programming	NOUN
cana-6193	16	20	.	.	PUNCT
cana-6193	17	1	mailto:ketaki.kulkarni2604@gmail.com	mailto:ketaki.kulkarni2604@gmail.com	X
cana-6193	17	2	mailto:phdrajeshjha@gmail.com	mailto:phdrajeshjha@gmail.com	PROPN
cana-6193	17	3	communications	communication	NOUN
cana-6193	17	4	on	on	ADP
cana-6193	17	5	applied	apply	VERB
cana-6193	17	6	nonlinear	nonlinear	ADJ
cana-6193	17	7	analysis	analysis	NOUN
cana-6193	17	8	issn	issn	NOUN
cana-6193	17	9	:	:	PUNCT
cana-6193	17	10	1074	1074	NUM
cana-6193	17	11	-	-	PUNCT
cana-6193	17	12	133x	133x	NUM
cana-6193	17	13	vol	vol	NOUN
cana-6193	17	14	32	32	NUM
cana-6193	17	15	no	no	NOUN
cana-6193	17	16	.	.	NOUN
cana-6193	17	17	1	1	NUM
cana-6193	17	18	(	(	PUNCT
cana-6193	17	19	2025	2025	NUM
cana-6193	17	20	)	)	PUNCT
cana-6193	17	21	755	755	NUM
cana-6193	17	22	https://internationalpubls.com	https://internationalpubls.com	X
cana-6193	17	23	introduction	introduction	NOUN
cana-6193	17	24	in	in	ADP
cana-6193	17	25	today	today	NOUN
cana-6193	17	26	's	's	PART
cana-6193	17	27	competitive	competitive	ADJ
cana-6193	17	28	environment	environment	NOUN
cana-6193	17	29	,	,	PUNCT
cana-6193	17	30	accurate	accurate	ADJ
cana-6193	17	31	and	and	CCONJ
cana-6193	17	32	proper	proper	ADJ
cana-6193	17	33	financial	financial	ADJ
cana-6193	17	34	planning	planning	NOUN
cana-6193	17	35	and	and	CCONJ
cana-6193	17	36	forecasting	forecasting	NOUN
cana-6193	17	37	is	be	AUX
cana-6193	17	38	must	must	AUX
cana-6193	17	39	are	are	VERB
cana-6193	17	40	efficient	efficient	ADJ
cana-6193	17	41	and	and	CCONJ
cana-6193	17	42	effective	effective	ADJ
cana-6193	17	43	resource	resource	NOUN
cana-6193	17	44	utilization	utilization	NOUN
cana-6193	17	45	and	and	CCONJ
cana-6193	17	46	allocation	allocation	NOUN
cana-6193	17	47	.	.	PUNCT
cana-6193	18	1	many	many	ADJ
cana-6193	18	2	industries	industry	NOUN
cana-6193	18	3	have	have	AUX
cana-6193	18	4	established	establish	VERB
cana-6193	18	5	dedicated	dedicated	ADJ
cana-6193	18	6	financial	financial	ADJ
cana-6193	18	7	planning	planning	NOUN
cana-6193	18	8	&	&	CCONJ
cana-6193	18	9	analysis	analysis	NOUN
cana-6193	18	10	experts	expert	NOUN
cana-6193	18	11	within	within	ADP
cana-6193	18	12	themselves	themselves	PRON
cana-6193	18	13	.	.	PUNCT
cana-6193	19	1	with	with	ADP
cana-6193	19	2	help	help	NOUN
cana-6193	19	3	of	of	ADP
cana-6193	19	4	latest	late	ADJ
cana-6193	19	5	new	new	ADJ
cana-6193	19	6	analytical	analytical	ADJ
cana-6193	19	7	tools	tool	NOUN
cana-6193	19	8	&	&	CCONJ
cana-6193	19	9	techniques	technique	NOUN
cana-6193	19	10	,	,	PUNCT
cana-6193	19	11	rise	rise	VERB
cana-6193	19	12	in	in	ADP
cana-6193	19	13	competition	competition	NOUN
cana-6193	19	14	can	can	AUX
cana-6193	19	15	be	be	AUX
cana-6193	19	16	measured	measure	VERB
cana-6193	19	17	wherein	wherein	SCONJ
cana-6193	19	18	several	several	ADJ
cana-6193	19	19	data	data	NOUN
cana-6193	19	20	-	-	PUNCT
cana-6193	19	21	driven	drive	VERB
cana-6193	19	22	decisions	decision	NOUN
cana-6193	19	23	can	can	AUX
cana-6193	19	24	be	be	AUX
cana-6193	19	25	taken	take	VERB
cana-6193	19	26	.	.	PUNCT
cana-6193	20	1	in	in	ADP
cana-6193	20	2	this	this	DET
cana-6193	20	3	technological	technological	ADJ
cana-6193	20	4	era	era	NOUN
cana-6193	20	5	advanced	advanced	ADJ
cana-6193	20	6	analytics	analytic	NOUN
cana-6193	20	7	has	have	AUX
cana-6193	20	8	become	become	VERB
cana-6193	20	9	a	a	DET
cana-6193	20	10	crucial	crucial	ADJ
cana-6193	20	11	set	set	NOUN
cana-6193	20	12	of	of	ADP
cana-6193	20	13	techniques	technique	NOUN
cana-6193	20	14	,	,	PUNCT
cana-6193	20	15	where	where	SCONJ
cana-6193	20	16	leveraging	leverage	VERB
cana-6193	20	17	data	datum	NOUN
cana-6193	20	18	,	,	PUNCT
cana-6193	20	19	various	various	ADJ
cana-6193	20	20	algorithms	algorithm	NOUN
cana-6193	20	21	,	,	PUNCT
cana-6193	20	22	and	and	CCONJ
cana-6193	20	23	analytical	analytical	ADJ
cana-6193	20	24	methods	method	NOUN
cana-6193	20	25	,	,	PUNCT
cana-6193	20	26	can	can	AUX
cana-6193	20	27	be	be	AUX
cana-6193	20	28	used	use	VERB
cana-6193	20	29	for	for	ADP
cana-6193	20	30	forecasting	forecasting	NOUN
cana-6193	20	31	using	use	VERB
cana-6193	20	32	historical	historical	ADJ
cana-6193	20	33	data	datum	NOUN
cana-6193	20	34	.	.	PUNCT
cana-6193	21	1	according	accord	VERB
cana-6193	21	2	to	to	ADP
cana-6193	21	3	2024	2024	NUM
cana-6193	21	4	survey	survey	NOUN
cana-6193	21	5	report	report	NOUN
cana-6193	21	6	of	of	ADP
cana-6193	21	7	financial	financial	ADJ
cana-6193	21	8	planning	planning	NOUN
cana-6193	21	9	and	and	CCONJ
cana-6193	21	10	analysis	analysis	NOUN
cana-6193	21	11	shows	show	VERB
cana-6193	21	12	that	that	SCONJ
cana-6193	21	13	there	there	PRON
cana-6193	21	14	are	be	VERB
cana-6193	21	15	professional	professional	ADJ
cana-6193	21	16	and	and	CCONJ
cana-6193	21	17	expertise	expertise	NOUN
cana-6193	21	18	who	who	PRON
cana-6193	21	19	can	can	AUX
cana-6193	21	20	positively	positively	ADV
cana-6193	21	21	handle	handle	VERB
cana-6193	21	22	mechanization	mechanization	NOUN
cana-6193	21	23	which	which	PRON
cana-6193	21	24	can	can	AUX
cana-6193	21	25	serve	serve	VERB
cana-6193	21	26	the	the	DET
cana-6193	21	27	working	work	VERB
cana-6193	21	28	purpose	purpose	NOUN
cana-6193	21	29	of	of	ADP
cana-6193	21	30	all	all	DET
cana-6193	21	31	others	other	NOUN
cana-6193	21	32	.	.	PUNCT
cana-6193	22	1	this	this	DET
cana-6193	22	2	case	case	NOUN
cana-6193	22	3	analysis	analysis	NOUN
cana-6193	22	4	investigated	investigate	VERB
cana-6193	22	5	the	the	DET
cana-6193	22	6	advantages	advantage	NOUN
cana-6193	22	7	and	and	CCONJ
cana-6193	22	8	challenges	challenge	NOUN
cana-6193	22	9	of	of	ADP
cana-6193	22	10	incorporating	incorporate	VERB
cana-6193	22	11	intelligence	intelligence	NOUN
cana-6193	22	12	into	into	ADP
cana-6193	22	13	fund	fund	NOUN
cana-6193	22	14	management	management	NOUN
cana-6193	22	15	which	which	PRON
cana-6193	22	16	can	can	AUX
cana-6193	22	17	also	also	ADV
cana-6193	22	18	underscore	underscore	VERB
cana-6193	22	19	the	the	DET
cana-6193	22	20	concrete	concrete	ADJ
cana-6193	22	21	advantages	advantage	NOUN
cana-6193	22	22	to	to	PART
cana-6193	22	23	empower	empower	VERB
cana-6193	22	24	entities	entity	NOUN
cana-6193	22	25	for	for	ADP
cana-6193	22	26	its	its	PRON
cana-6193	22	27	well	well	ADV
cana-6193	22	28	-	-	PUNCT
cana-6193	22	29	known	know	VERB
cana-6193	22	30	choices	choice	NOUN
cana-6193	22	31	in	in	ADP
cana-6193	22	32	utilisation	utilisation	NOUN
cana-6193	22	33	and	and	CCONJ
cana-6193	22	34	mobilisation	mobilisation	NOUN
cana-6193	22	35	of	of	ADP
cana-6193	22	36	funds	fund	NOUN
cana-6193	22	37	.	.	PUNCT
cana-6193	23	1	so	so	ADV
cana-6193	23	2	,	,	PUNCT
cana-6193	23	3	there	there	PRON
cana-6193	23	4	could	could	AUX
cana-6193	23	5	be	be	AUX
cana-6193	23	6	obstacles	obstacle	NOUN
cana-6193	23	7	in	in	ADP
cana-6193	23	8	adopting	adopt	VERB
cana-6193	23	9	modern	modern	ADJ
cana-6193	23	10	technology	technology	NOUN
cana-6193	23	11	with	with	ADP
cana-6193	23	12	its	its	PRON
cana-6193	23	13	capability	capability	NOUN
cana-6193	23	14	in	in	ADP
cana-6193	23	15	transforming	transform	VERB
cana-6193	23	16	and	and	CCONJ
cana-6193	23	17	enhancing	enhance	VERB
cana-6193	23	18	business	business	NOUN
cana-6193	23	19	performance	performance	NOUN
cana-6193	23	20	.	.	PUNCT
cana-6193	24	1	2	2	NUM
cana-6193	24	2	literature	literature	NOUN
cana-6193	24	3	review	review	NOUN
cana-6193	24	4	according	accord	VERB
cana-6193	24	5	to	to	ADP
cana-6193	24	6	(	(	PUNCT
cana-6193	24	7	taddy	taddy	PROPN
cana-6193	24	8	,	,	PUNCT
cana-6193	24	9	2019	2019	NUM
cana-6193	24	10	)	)	PUNCT
cana-6193	24	11	business	business	NOUN
cana-6193	24	12	finance	finance	NOUN
cana-6193	24	13	has	have	AUX
cana-6193	24	14	evolved	evolve	VERB
cana-6193	24	15	,	,	PUNCT
cana-6193	24	16	broadening	broaden	VERB
cana-6193	24	17	its	its	PRON
cana-6193	24	18	organizational	organizational	ADJ
cana-6193	24	19	scope	scope	NOUN
cana-6193	24	20	and	and	CCONJ
cana-6193	24	21	influence	influence	NOUN
cana-6193	24	22	initially	initially	ADV
cana-6193	24	23	centered	center	VERB
cana-6193	24	24	on	on	ADP
cana-6193	24	25	budgeting	budget	VERB
cana-6193	24	26	,	,	PUNCT
cana-6193	24	27	financial	financial	ADJ
cana-6193	24	28	reporting	reporting	NOUN
cana-6193	24	29	,	,	PUNCT
cana-6193	24	30	and	and	CCONJ
cana-6193	24	31	variance	variance	NOUN
cana-6193	24	32	analysis	analysis	NOUN
cana-6193	24	33	,	,	PUNCT
cana-6193	24	34	its	its	PRON
cana-6193	24	35	role	role	NOUN
cana-6193	24	36	has	have	AUX
cana-6193	24	37	expanded	expand	VERB
cana-6193	24	38	propelled	propel	VERB
cana-6193	24	39	by	by	ADP
cana-6193	24	40	variations	variation	NOUN
cana-6193	24	41	inlandscapes	inlandscape	NOUN
cana-6193	24	42	and	and	CCONJ
cana-6193	24	43	the	the	DET
cana-6193	24	44	increasing	increase	VERB
cana-6193	24	45	significance	significance	NOUN
cana-6193	24	46	of	of	ADP
cana-6193	24	47	data	data	NOUN
cana-6193	24	48	-	-	PUNCT
cana-6193	24	49	centric	centric	ADJ
cana-6193	24	50	problem	problem	NOUN
cana-6193	24	51	solving	solve	VERB
cana-6193	24	52	.	.	PUNCT
cana-6193	25	1	it	it	PRON
cana-6193	25	2	initially	initially	ADV
cana-6193	25	3	focused	focus	VERB
cana-6193	25	4	on	on	ADP
cana-6193	25	5	preparing	prepare	VERB
cana-6193	25	6	financial	financial	ADJ
cana-6193	25	7	statement	statement	NOUN
cana-6193	25	8	and	and	CCONJ
cana-6193	25	9	supporting	support	VERB
cana-6193	25	10	past	past	ADJ
cana-6193	25	11	financial	financial	ADJ
cana-6193	25	12	records	record	NOUN
cana-6193	25	13	of	of	ADP
cana-6193	25	14	participants	participant	NOUN
cana-6193	25	15	relying	rely	VERB
cana-6193	25	16	on	on	ADP
cana-6193	25	17	spreadsheets	spreadsheet	NOUN
cana-6193	25	18	for	for	ADP
cana-6193	25	19	analysis	analysis	NOUN
cana-6193	25	20	excel	excel	NOUN
cana-6193	25	21	was	be	AUX
cana-6193	25	22	used	use	VERB
cana-6193	25	23	to	to	PART
cana-6193	25	24	structure	structure	VERB
cana-6193	25	25	and	and	CCONJ
cana-6193	25	26	handle	handle	VERB
cana-6193	25	27	data	datum	NOUN
cana-6193	25	28	,	,	PUNCT
cana-6193	25	29	execute	execute	VERB
cana-6193	25	30	computations	computation	NOUN
cana-6193	25	31	,	,	PUNCT
cana-6193	25	32	and	and	CCONJ
cana-6193	25	33	develop	develop	VERB
cana-6193	25	34	simple	simple	ADJ
cana-6193	25	35	models	model	NOUN
cana-6193	25	36	.	.	PUNCT
cana-6193	26	1	though	though	ADV
cana-6193	26	2	,	,	PUNCT
cana-6193	26	3	this	this	DET
cana-6193	26	4	approach	approach	NOUN
cana-6193	26	5	had	have	VERB
cana-6193	26	6	constraints	constraint	NOUN
cana-6193	26	7	in	in	ADP
cana-6193	26	8	scalability	scalability	NOUN
cana-6193	26	9	and	and	CCONJ
cana-6193	26	10	complexity	complexity	NOUN
cana-6193	26	11	.	.	PUNCT
cana-6193	27	1	the	the	DET
cana-6193	27	2	responsibilities	responsibility	NOUN
cana-6193	27	3	included	include	VERB
cana-6193	27	4	formulation	formulation	NOUN
cana-6193	27	5	of	of	ADP
cana-6193	27	6	budget	budget	NOUN
cana-6193	27	7	,	,	PUNCT
cana-6193	27	8	evaluation	evaluation	NOUN
cana-6193	27	9	,	,	PUNCT
cana-6193	27	10	and	and	CCONJ
cana-6193	27	11	regular	regular	ADJ
cana-6193	27	12	reporting	reporting	NOUN
cana-6193	27	13	for	for	ADP
cana-6193	27	14	management	management	NOUN
cana-6193	27	15	and	and	CCONJ
cana-6193	27	16	external	external	ADJ
cana-6193	27	17	stakeholders.budgeting	stakeholders.budgeting	NOUN
cana-6193	27	18	and	and	CCONJ
cana-6193	27	19	forecasting	forecasting	NOUN
cana-6193	27	20	have	have	AUX
cana-6193	27	21	always	always	ADV
cana-6193	27	22	been	be	AUX
cana-6193	27	23	central	central	ADJ
cana-6193	27	24	to	to	ADP
cana-6193	27	25	fp&a	fp&a	PROPN
cana-6193	27	26	,	,	PUNCT
cana-6193	27	27	involving	involve	VERB
cana-6193	27	28	collaboration	collaboration	NOUN
cana-6193	27	29	with	with	ADP
cana-6193	27	30	different	different	ADJ
cana-6193	27	31	departments	department	NOUN
cana-6193	27	32	,	,	PUNCT
cana-6193	27	33	examining	examine	VERB
cana-6193	27	34	past	past	ADJ
cana-6193	27	35	data	datum	NOUN
cana-6193	27	36	,	,	PUNCT
cana-6193	27	37	spotting	spot	VERB
cana-6193	27	38	patterns	pattern	NOUN
cana-6193	27	39	,	,	PUNCT
cana-6193	27	40	and	and	CCONJ
cana-6193	27	41	formulating	formulate	VERB
cana-6193	27	42	future	future	ADJ
cana-6193	27	43	financial	financial	ADJ
cana-6193	27	44	strategies.experts	strategies.expert	NOUN
cana-6193	27	45	provide	provide	VERB
cana-6193	27	46	valuable	valuable	ADJ
cana-6193	27	47	knowledge	knowledge	NOUN
cana-6193	27	48	and	and	CCONJ
cana-6193	27	49	suggestions	suggestion	NOUN
cana-6193	27	50	with	with	ADP
cana-6193	27	51	policy	policy	NOUN
cana-6193	27	52	objectives	objective	NOUN
cana-6193	27	53	,	,	PUNCT
cana-6193	27	54	increasingly	increasingly	ADV
cana-6193	27	55	immersing	immerse	VERB
cana-6193	27	56	themselves	themselves	PRON
cana-6193	27	57	in	in	ADP
cana-6193	27	58	fiscal	fiscal	ADJ
cana-6193	27	59	analysis	analysis	NOUN
cana-6193	27	60	and	and	CCONJ
cana-6193	27	61	performance	performance	NOUN
cana-6193	27	62	management	management	NOUN
cana-6193	27	63	.	.	PUNCT
cana-6193	28	1	that	that	PRON
cana-6193	28	2	involves	involve	VERB
cana-6193	28	3	scrutinizing	scrutinize	VERB
cana-6193	28	4	key	key	ADJ
cana-6193	28	5	monetary	monetary	ADJ
cana-6193	28	6	indicators	indicator	NOUN
cana-6193	28	7	,	,	PUNCT
cana-6193	28	8	pinpointing	pinpoint	VERB
cana-6193	28	9	fields	field	NOUN
cana-6193	28	10	for	for	ADP
cana-6193	28	11	enhancement	enhancement	NOUN
cana-6193	28	12	,	,	PUNCT
cana-6193	28	13	carrying	carry	VERB
cana-6193	28	14	variance	variance	NOUN
cana-6193	28	15	analyses	analysis	NOUN
cana-6193	28	16	,	,	PUNCT
cana-6193	28	17	furnishing	furnish	VERB
cana-6193	28	18	observations	observation	NOUN
cana-6193	28	19	into	into	ADP
cana-6193	28	20	the	the	DET
cana-6193	28	21	determinants	determinant	NOUN
cana-6193	28	22	for	for	ADP
cana-6193	28	23	performing	perform	VERB
cana-6193	28	24	with	with	ADP
cana-6193	28	25	experts	expert	NOUN
cana-6193	28	26	in	in	ADP
cana-6193	28	27	percevingthe	percevingthe	DET
cana-6193	28	28	financial	financial	ADJ
cana-6193	28	29	outcome	outcome	NOUN
cana-6193	28	30	of	of	ADP
cana-6193	28	31	business	business	NOUN
cana-6193	28	32	choices	choice	NOUN
cana-6193	28	33	and	and	CCONJ
cana-6193	28	34	steer	steer	VERB
cana-6193	28	35	them	they	PRON
cana-6193	28	36	towards	towards	ADP
cana-6193	28	37	attaining	attain	VERB
cana-6193	28	38	financial	financial	ADJ
cana-6193	28	39	goals	goal	NOUN
cana-6193	28	40	.	.	PUNCT
cana-6193	29	1	rather	rather	ADV
cana-6193	29	2	than	than	ADP
cana-6193	29	3	solely	solely	ADV
cana-6193	29	4	relying	rely	VERB
cana-6193	29	5	on	on	ADP
cana-6193	29	6	historical	historical	ADJ
cana-6193	29	7	financial	financial	ADJ
cana-6193	29	8	data	datum	NOUN
cana-6193	29	9	,	,	PUNCT
cana-6193	29	10	which	which	PRON
cana-6193	29	11	could	could	AUX
cana-6193	29	12	be	be	AUX
cana-6193	29	13	insufficient	insufficient	ADJ
cana-6193	29	14	for	for	ADP
cana-6193	29	15	effective	effective	ADJ
cana-6193	29	16	decision	decision	NOUN
cana-6193	29	17	-	-	PUNCT
cana-6193	29	18	making	making	NOUN
cana-6193	29	19	,	,	PUNCT
cana-6193	29	20	skillfull	skillfull	ADJ
cana-6193	29	21	people	people	NOUN
cana-6193	29	22	can	can	AUX
cana-6193	29	23	provide	provide	VERB
cana-6193	29	24	precise	precise	ADJ
cana-6193	29	25	and	and	CCONJ
cana-6193	29	26	timely	timely	ADJ
cana-6193	29	27	predications	predication	NOUN
cana-6193	29	28	,	,	PUNCT
cana-6193	29	29	engage	engage	VERB
cana-6193	29	30	in	in	ADP
cana-6193	29	31	scenario	scenario	NOUN
cana-6193	29	32	analysis	analysis	NOUN
cana-6193	29	33	,	,	PUNCT
cana-6193	29	34	and	and	CCONJ
cana-6193	29	35	trend	trend	NOUN
cana-6193	29	36	analytics	analytic	NOUN
cana-6193	29	37	.	.	PUNCT
cana-6193	30	1	this	this	PRON
cana-6193	30	2	allows	allow	VERB
cana-6193	30	3	organizations	organization	NOUN
cana-6193	30	4	to	to	PART
cana-6193	30	5	proactively	proactively	ADV
cana-6193	30	6	react	react	VERB
cana-6193	30	7	tomarket	tomarket	NOUN
cana-6193	30	8	transformation	transformation	NOUN
cana-6193	30	9	,	,	PUNCT
cana-6193	30	10	identify	identify	VERB
cana-6193	30	11	opportunities	opportunity	NOUN
cana-6193	30	12	,	,	PUNCT
cana-6193	30	13	anddeal	anddeal	ADJ
cana-6193	30	14	with	with	ADP
cana-6193	30	15	risk	risk	NOUN
cana-6193	30	16	efficiently.manage	efficiently.manage	NOUN
cana-6193	30	17	risks	risk	VERB
cana-6193	30	18	effectively.the	effectively.the	DET
cana-6193	30	19	fusion	fusion	NOUN
cana-6193	30	20	of	of	ADP
cana-6193	30	21	big	big	ADJ
cana-6193	30	22	data	datum	NOUN
cana-6193	30	23	and	and	CCONJ
cana-6193	30	24	modernization	modernization	NOUN
cana-6193	30	25	has	have	AUX
cana-6193	30	26	upgraded	upgrade	VERB
cana-6193	30	27	methodologies	methodology	NOUN
cana-6193	30	28	.	.	PUNCT
cana-6193	31	1	data	datum	NOUN
cana-6193	31	2	from	from	ADP
cana-6193	31	3	both	both	CCONJ
cana-6193	31	4	internal	internal	ADJ
cana-6193	31	5	and	and	CCONJ
cana-6193	31	6	external	external	ADJ
cana-6193	31	7	channels	channel	NOUN
cana-6193	31	8	underscores	underscore	VERB
cana-6193	31	9	the	the	DET
cana-6193	31	10	necessity	necessity	NOUN
cana-6193	31	11	for	for	ADP
cana-6193	31	12	advanced	advanced	ADJ
cana-6193	31	13	analytical	analytical	ADJ
cana-6193	31	14	proficiencies	proficiency	NOUN
cana-6193	31	15	.	.	PUNCT
cana-6193	32	1	these	these	DET
cana-6193	32	2	practitioners	practitioner	NOUN
cana-6193	32	3	opt	opt	VERB
cana-6193	32	4	for	for	ADP
cana-6193	32	5	sophisticated	sophisticated	ADJ
cana-6193	32	6	tools	tool	NOUN
cana-6193	32	7	and	and	CCONJ
cana-6193	32	8	methodologies	methodology	NOUN
cana-6193	32	9	for	for	ADP
cana-6193	32	10	using	use	VERB
cana-6193	32	11	data	datum	NOUN
cana-6193	32	12	,	,	PUNCT
cana-6193	32	13	whereby	whereby	SCONJ
cana-6193	32	14	refining	refine	VERB
cana-6193	32	15	long	long	ADJ
cana-6193	32	16	range	range	NOUN
cana-6193	32	17	planning	planning	NOUN
cana-6193	32	18	and	and	CCONJ
cana-6193	32	19	resource	resource	NOUN
cana-6193	32	20	distribution	distribution	NOUN
cana-6193	32	21	strategies	strategy	NOUN
cana-6193	32	22	.	.	PUNCT
cana-6193	33	1	mutual	mutual	ADJ
cana-6193	33	2	interdepartmental	interdepartmental	ADJ
cana-6193	33	3	alliances	alliance	NOUN
cana-6193	33	4	emerged	emerge	VERB
cana-6193	33	5	fp&a	fp&a	PROPN
cana-6193	33	6	actively	actively	ADV
cana-6193	33	7	joins	join	VERB
cana-6193	33	8	with	with	ADP
cana-6193	33	9	various	various	ADJ
cana-6193	33	10	business	business	NOUN
cana-6193	33	11	units	unit	NOUN
cana-6193	33	12	,	,	PUNCT
cana-6193	33	13	including	include	VERB
cana-6193	33	14	business	business	NOUN
cana-6193	33	15	processes	process	NOUN
cana-6193	33	16	,	,	PUNCT
cana-6193	33	17	merchandising	merchandising	NOUN
cana-6193	33	18	promoting	promoting	NOUN
cana-6193	33	19	and	and	CCONJ
cana-6193	33	20	staffing.this	staffing.this	DET
cana-6193	33	21	mutual	mutual	ADJ
cana-6193	33	22	aid	aid	NOUN
cana-6193	33	23	empowers	empower	VERB
cana-6193	33	24	specialists	specialist	NOUN
cana-6193	33	25	to	to	PART
cana-6193	33	26	gain	gain	VERB
cana-6193	33	27	profound	profound	ADJ
cana-6193	33	28	insights	insight	NOUN
cana-6193	33	29	into	into	ADP
cana-6193	33	30	organizational	organizational	ADJ
cana-6193	33	31	operations	operation	NOUN
cana-6193	33	32	,	,	PUNCT
cana-6193	33	33	market	market	NOUN
cana-6193	33	34	dynamics	dynamic	NOUN
cana-6193	33	35	,	,	PUNCT
cana-6193	33	36	and	and	CCONJ
cana-6193	33	37	customer	customer	NOUN
cana-6193	33	38	behaviors	behavior	NOUN
cana-6193	33	39	leading	lead	VERB
cana-6193	33	40	to	to	ADP
cana-6193	33	41	more	more	ADV
cana-6193	33	42	accurate	accurate	ADJ
cana-6193	33	43	and	and	CCONJ
cana-6193	33	44	relevant	relevant	ADJ
cana-6193	33	45	financial	financial	ADJ
cana-6193	33	46	analyses.experts	analyses.expert	NOUN
cana-6193	33	47	collaborate	collaborate	VERB
cana-6193	33	48	extensively	extensively	ADV
cana-6193	33	49	with	with	ADP
cana-6193	33	50	working	working	NOUN
cana-6193	33	51	domains	domain	NOUN
cana-6193	33	52	grasping	grasp	VERB
cana-6193	33	53	their	their	PRON
cana-6193	33	54	financial	financial	ADJ
cana-6193	33	55	requisites	requisite	NOUN
cana-6193	33	56	,	,	PUNCT
cana-6193	33	57	provide	provide	VERB
cana-6193	33	58	counsel	counsel	NOUN
cana-6193	33	59	,	,	PUNCT
cana-6193	33	60	and	and	CCONJ
cana-6193	33	61	boast	boast	VERB
cana-6193	33	62	venture	venture	NOUN
cana-6193	33	63	endeavors	endeavor	NOUN
cana-6193	33	64	.	.	PUNCT
cana-6193	34	1	it	it	PRON
cana-6193	34	2	communications	communication	VERB
cana-6193	34	3	on	on	ADP
cana-6193	34	4	applied	apply	VERB
cana-6193	34	5	nonlinear	nonlinear	ADJ
cana-6193	34	6	analysis	analysis	NOUN
cana-6193	34	7	issn	issn	NOUN
cana-6193	34	8	:	:	PUNCT
cana-6193	34	9	1074	1074	NUM
cana-6193	34	10	-	-	PUNCT
cana-6193	34	11	133x	133x	NUM
cana-6193	34	12	vol	vol	NOUN
cana-6193	34	13	32	32	NUM
cana-6193	34	14	no	no	NOUN
cana-6193	34	15	.	.	NOUN
cana-6193	34	16	1	1	NUM
cana-6193	34	17	(	(	PUNCT
cana-6193	34	18	2025	2025	NUM
cana-6193	34	19	)	)	PUNCT
cana-6193	34	20	756	756	NUM
cana-6193	34	21	https://internationalpubls.com	https://internationalpubls.com	X
cana-6193	34	22	aligns	align	VERB
cana-6193	34	23	financial	financial	ADJ
cana-6193	34	24	aspirations	aspiration	NOUN
cana-6193	34	25	and	and	CCONJ
cana-6193	34	26	objectives	objective	NOUN
cana-6193	34	27	prioritizing	prioritize	VERB
cana-6193	34	28	performance	performance	NOUN
cana-6193	34	29	monitoring	monitoring	NOUN
cana-6193	34	30	and	and	CCONJ
cana-6193	34	31	incorporating	incorporate	VERB
cana-6193	34	32	non	non	ADJ
cana-6193	34	33	-	-	ADJ
cana-6193	34	34	monetary	monetary	ADJ
cana-6193	34	35	indicators	indicator	NOUN
cana-6193	34	36	such	such	ADJ
cana-6193	34	37	as	as	ADP
cana-6193	34	38	work	work	NOUN
cana-6193	34	39	force	force	NOUN
cana-6193	34	40	commitment	commitment	NOUN
cana-6193	34	41	,	,	PUNCT
cana-6193	34	42	employee	employee	NOUN
cana-6193	34	43	engagement	engagement	NOUN
cana-6193	34	44	and	and	CCONJ
cana-6193	34	45	eco	eco	NOUN
cana-6193	34	46	-	-	PUNCT
cana-6193	34	47	friendly	friendly	ADJ
cana-6193	34	48	practices	practice	NOUN
cana-6193	34	49	into	into	ADP
cana-6193	34	50	their	their	PRON
cana-6193	34	51	analyses	analysis	NOUN
cana-6193	34	52	.	.	PUNCT
cana-6193	35	1	the	the	DET
cana-6193	35	2	development	development	NOUN
cana-6193	35	3	of	of	ADP
cana-6193	35	4	advanced	advanced	ADJ
cana-6193	35	5	analytics	analytic	NOUN
cana-6193	35	6	in	in	ADP
cana-6193	35	7	fp&a	fp&a	PROPN
cana-6193	35	8	revolution	revolution	NOUN
cana-6193	35	9	of	of	ADP
cana-6193	35	10	innovative	innovative	ADJ
cana-6193	35	11	data	datum	NOUN
cana-6193	35	12	driven	drive	VERB
cana-6193	35	13	has	have	AUX
cana-6193	35	14	led	lead	VERB
cana-6193	35	15	to	to	ADP
cana-6193	35	16	transformation	transformation	NOUN
cana-6193	35	17	enabling	enable	VERB
cana-6193	35	18	proficient	proficient	NOUN
cana-6193	35	19	to	to	PART
cana-6193	35	20	leverage	leverage	VERB
cana-6193	35	21	factbased	factbased	ADJ
cana-6193	35	22	observation	observation	NOUN
cana-6193	35	23	for	for	ADP
cana-6193	35	24	more	more	ADV
cana-6193	35	25	precise	precise	ADJ
cana-6193	35	26	and	and	CCONJ
cana-6193	35	27	accurate	accurate	ADJ
cana-6193	35	28	decision	decision	NOUN
cana-6193	35	29	-	-	PUNCT
cana-6193	35	30	making	making	NOUN
cana-6193	35	31	.	.	PUNCT
cana-6193	36	1	traditionally	traditionally	ADV
cana-6193	36	2	,	,	PUNCT
cana-6193	36	3	they	they	PRON
cana-6193	36	4	relied	rely	VERB
cana-6193	36	5	on	on	ADP
cana-6193	36	6	spreadsheets	spreadsheet	NOUN
cana-6193	36	7	,	,	PUNCT
cana-6193	36	8	to	to	PART
cana-6193	36	9	arrange	arrange	VERB
cana-6193	36	10	and	and	CCONJ
cana-6193	36	11	manage	manage	VERB
cana-6193	36	12	data	datum	NOUN
cana-6193	36	13	,	,	PUNCT
cana-6193	36	14	work	work	NOUN
cana-6193	36	15	on	on	ADP
cana-6193	36	16	structures	structure	NOUN
cana-6193	36	17	,	,	PUNCT
cana-6193	36	18	and	and	CCONJ
cana-6193	36	19	formulate	formulate	VERB
cana-6193	36	20	initial	initial	ADJ
cana-6193	36	21	basic	basic	ADJ
cana-6193	36	22	model	model	NOUN
cana-6193	36	23	but	but	CCONJ
cana-6193	36	24	was	be	AUX
cana-6193	36	25	permitted	permit	VERB
cana-6193	36	26	for	for	ADP
cana-6193	36	27	only	only	ADV
cana-6193	36	28	specific	specific	ADJ
cana-6193	36	29	grade	grade	NOUN
cana-6193	36	30	of	of	ADP
cana-6193	36	31	analysis	analysis	NOUN
cana-6193	36	32	,	,	PUNCT
cana-6193	36	33	which	which	PRON
cana-6193	36	34	was	be	AUX
cana-6193	36	35	limited	limit	VERB
cana-6193	36	36	in	in	ADP
cana-6193	36	37	complexity	complexity	NOUN
cana-6193	36	38	.	.	PUNCT
cana-6193	37	1	the	the	DET
cana-6193	37	2	usage	usage	NOUN
cana-6193	37	3	of	of	ADP
cana-6193	37	4	these	these	DET
cana-6193	37	5	tools	tool	NOUN
cana-6193	37	6	&	&	CCONJ
cana-6193	37	7	techniques	technique	NOUN
cana-6193	37	8	,	,	PUNCT
cana-6193	37	9	such	such	ADJ
cana-6193	37	10	as	as	ADP
cana-6193	37	11	cloud	cloud	NOUN
cana-6193	37	12	platforms	platform	NOUN
cana-6193	37	13	and	and	CCONJ
cana-6193	37	14	gpt	gpt	NOUN
cana-6193	37	15	,	,	PUNCT
cana-6193	37	16	has	have	AUX
cana-6193	37	17	provided	provide	VERB
cana-6193	37	18	efficiency	efficiency	NOUN
cana-6193	37	19	for	for	ADP
cana-6193	37	20	analysing	analyse	VERB
cana-6193	37	21	financial	financial	ADJ
cana-6193	37	22	data	datum	NOUN
cana-6193	37	23	.	.	PUNCT
cana-6193	38	1	these	these	DET
cana-6193	38	2	technologies	technology	NOUN
cana-6193	38	3	have	have	AUX
cana-6193	38	4	significantly	significantly	ADV
cana-6193	38	5	improved	improve	VERB
cana-6193	38	6	predicting	predict	VERB
cana-6193	38	7	reliability	reliability	NOUN
cana-6193	38	8	,	,	PUNCT
cana-6193	38	9	decisionmaking	decisionmake	VERB
cana-6193	38	10	processes	process	NOUN
cana-6193	38	11	,	,	PUNCT
cana-6193	38	12	and	and	CCONJ
cana-6193	38	13	operational	operational	ADJ
cana-6193	38	14	effectiveness	effectiveness	NOUN
cana-6193	38	15	.	.	PUNCT
cana-6193	39	1	artificial	artificial	ADJ
cana-6193	39	2	intelligence	intelligence	NOUN
cana-6193	39	3	and	and	CCONJ
cana-6193	39	4	machine	machine	NOUN
cana-6193	39	5	learning	learning	NOUN
cana-6193	39	6	,	,	PUNCT
cana-6193	39	7	are	be	AUX
cana-6193	39	8	now	now	ADV
cana-6193	39	9	being	be	AUX
cana-6193	39	10	implemented	implement	VERB
cana-6193	39	11	in	in	ADP
cana-6193	39	12	planning	planning	NOUN
cana-6193	39	13	and	and	CCONJ
cana-6193	39	14	wealth	wealth	NOUN
cana-6193	39	15	management	management	NOUN
cana-6193	39	16	.	.	PUNCT
cana-6193	40	1	it	it	PRON
cana-6193	40	2	involves	involve	VERB
cana-6193	40	3	combining	combine	VERB
cana-6193	40	4	&	&	CCONJ
cana-6193	40	5	simulating	simulate	VERB
cana-6193	40	6	.	.	PUNCT
cana-6193	41	1	it	it	PRON
cana-6193	41	2	empowers	empower	VERB
cana-6193	41	3	machines	machine	NOUN
cana-6193	41	4	with	with	ADP
cana-6193	41	5	human	human	NOUN
cana-6193	41	6	-	-	PUNCT
cana-6193	41	7	like	like	ADJ
cana-6193	41	8	intelligence	intelligence	NOUN
cana-6193	41	9	,	,	PUNCT
cana-6193	41	10	enabling	enable	VERB
cana-6193	41	11	them	they	PRON
cana-6193	41	12	to	to	PART
cana-6193	41	13	tackle	tackle	VERB
cana-6193	41	14	tasks	task	NOUN
cana-6193	41	15	which	which	PRON
cana-6193	41	16	reserved	reserve	VERB
cana-6193	41	17	for	for	ADP
cana-6193	41	18	humans	human	NOUN
cana-6193	41	19	.	.	PUNCT
cana-6193	42	1	factual	factual	ADJ
cana-6193	42	2	data	datum	NOUN
cana-6193	42	3	uncovers	uncover	NOUN
cana-6193	42	4	inclination	inclination	NOUN
cana-6193	42	5	towards	towards	ADP
cana-6193	42	6	correlating	correlate	VERB
cana-6193	42	7	,	,	PUNCT
cana-6193	42	8	foreseeing	foresee	VERB
cana-6193	42	9	future	future	ADJ
cana-6193	42	10	tracks	track	NOUN
cana-6193	42	11	.	.	PUNCT
cana-6193	43	1	these	these	DET
cana-6193	43	2	algorithms	algorithm	NOUN
cana-6193	43	3	evaluate	evaluate	VERB
cana-6193	43	4	risks	risk	NOUN
cana-6193	43	5	by	by	ADP
cana-6193	43	6	scrutinizing	scrutinize	VERB
cana-6193	43	7	prior	prior	ADJ
cana-6193	43	8	market	market	NOUN
cana-6193	43	9	trend	trend	NOUN
cana-6193	43	10	,	,	PUNCT
cana-6193	43	11	economic	economic	ADJ
cana-6193	43	12	metrics	metric	NOUN
cana-6193	43	13	,	,	PUNCT
cana-6193	43	14	and	and	CCONJ
cana-6193	43	15	pertinent	pertinent	ADJ
cana-6193	43	16	factors	factor	NOUN
cana-6193	43	17	,	,	PUNCT
cana-6193	43	18	for	for	ADP
cana-6193	43	19	threat	threat	NOUN
cana-6193	43	20	management	management	NOUN
cana-6193	43	21	and	and	CCONJ
cana-6193	43	22	risk	risk	NOUN
cana-6193	43	23	reduction	reduction	NOUN
cana-6193	43	24	for	for	ADP
cana-6193	43	25	developing	develop	VERB
cana-6193	43	26	tactics	tactic	NOUN
cana-6193	43	27	.	.	PUNCT
cana-6193	44	1	ai	ai	VERB
cana-6193	44	2	-	-	PUNCT
cana-6193	44	3	driven	drive	VERB
cana-6193	44	4	chatbots	chatbot	NOUN
cana-6193	44	5	and	and	CCONJ
cana-6193	44	6	virtual	virtual	ADJ
cana-6193	44	7	support	support	NOUN
cana-6193	44	8	streamline	streamline	VERB
cana-6193	44	9	activities	activity	NOUN
cana-6193	44	10	,	,	PUNCT
cana-6193	44	11	field	field	NOUN
cana-6193	44	12	inquiries	inquiry	NOUN
cana-6193	44	13	,	,	PUNCT
cana-6193	44	14	tailoring	tailor	VERB
cana-6193	44	15	guidance	guidance	NOUN
cana-6193	44	16	to	to	ADP
cana-6193	44	17	clients	client	NOUN
cana-6193	44	18	.	.	PUNCT
cana-6193	45	1	moreover	moreover	ADV
cana-6193	45	2	,	,	PUNCT
cana-6193	45	3	it	it	PRON
cana-6193	45	4	also	also	ADV
cana-6193	45	5	scrutinizes	scrutinize	VERB
cana-6193	45	6	transactions	transaction	NOUN
cana-6193	45	7	and	and	CCONJ
cana-6193	45	8	trends	trend	NOUN
cana-6193	45	9	to	to	PART
cana-6193	45	10	detect	detect	VERB
cana-6193	45	11	misleading	misleading	ADJ
cana-6193	45	12	actions	action	NOUN
cana-6193	45	13	,	,	PUNCT
cana-6193	45	14	thereby	thereby	ADV
cana-6193	45	15	averting	avert	VERB
cana-6193	45	16	monetary	monetary	ADJ
cana-6193	45	17	setbacks.in	setbacks.in	X
cana-6193	45	18	financial	financial	ADJ
cana-6193	45	19	planning	planning	NOUN
cana-6193	45	20	analytical	analytical	ADJ
cana-6193	45	21	algorithms	algorithm	NOUN
cana-6193	45	22	have	have	VERB
cana-6193	45	23	the	the	DET
cana-6193	45	24	capacity	capacity	NOUN
cana-6193	45	25	to	to	PART
cana-6193	45	26	assess	assess	VERB
cana-6193	45	27	past	past	ADP
cana-6193	45	28	financial	financial	ADJ
cana-6193	45	29	data	datum	NOUN
cana-6193	45	30	,	,	PUNCT
cana-6193	45	31	predicting	predict	VERB
cana-6193	45	32	sales	sale	NOUN
cana-6193	45	33	,	,	PUNCT
cana-6193	45	34	demand	demand	NOUN
cana-6193	45	35	,	,	PUNCT
cana-6193	45	36	and	and	CCONJ
cana-6193	45	37	various	various	ADJ
cana-6193	45	38	financial	financial	ADJ
cana-6193	45	39	metrics	metric	NOUN
cana-6193	45	40	.	.	PUNCT
cana-6193	46	1	this	this	DET
cana-6193	46	2	capability	capability	NOUN
cana-6193	46	3	assists	assist	VERB
cana-6193	46	4	organizations	organization	NOUN
cana-6193	46	5	in	in	ADP
cana-6193	46	6	optimizing	optimize	VERB
cana-6193	46	7	resource	resource	NOUN
cana-6193	46	8	allocation	allocation	NOUN
cana-6193	46	9	and	and	CCONJ
cana-6193	46	10	managing	manage	VERB
cana-6193	46	11	inventory	inventory	NOUN
cana-6193	46	12	effectively	effectively	ADV
cana-6193	46	13	.	.	PUNCT
cana-6193	47	1	it	it	PRON
cana-6193	47	2	also	also	ADV
cana-6193	47	3	assesses	assess	VERB
cana-6193	47	4	creditworthiness	creditworthiness	NOUN
cana-6193	47	5	by	by	ADP
cana-6193	47	6	analysing	analyse	VERB
cana-6193	47	7	various	various	ADJ
cana-6193	47	8	financial	financial	ADJ
cana-6193	47	9	and	and	CCONJ
cana-6193	47	10	non	non	ADJ
cana-6193	47	11	-	-	ADJ
cana-6193	47	12	financial	financial	ADJ
cana-6193	47	13	data	datum	NOUN
cana-6193	47	14	,	,	PUNCT
cana-6193	47	15	predicting	predict	VERB
cana-6193	47	16	the	the	DET
cana-6193	47	17	unpaid	unpaid	ADJ
cana-6193	47	18	loan	loan	NOUN
cana-6193	47	19	,	,	PUNCT
cana-6193	47	20	and	and	CCONJ
cana-6193	47	21	empower	empower	NOUN
cana-6193	47	22	lenders	lender	NOUN
cana-6193	47	23	to	to	PART
cana-6193	47	24	enhance	enhance	VERB
cana-6193	47	25	the	the	DET
cana-6193	47	26	precision	precision	NOUN
cana-6193	47	27	of	of	ADP
cana-6193	47	28	their	their	PRON
cana-6193	47	29	lending	lending	NOUN
cana-6193	47	30	decisions	decision	NOUN
cana-6193	47	31	figure.1	figure.1	ADV
cana-6193	47	32	methods	method	NOUN
cana-6193	47	33	and	and	CCONJ
cana-6193	47	34	techniques	technique	NOUN
cana-6193	47	35	enhancing	enhance	VERB
cana-6193	47	36	strategic	strategic	ADJ
cana-6193	47	37	planning	planning	NOUN
cana-6193	47	38	process	process	NOUN
cana-6193	47	39	challenges	challenge	NOUN
cana-6193	47	40	in	in	ADP
cana-6193	47	41	utilizing	utilize	VERB
cana-6193	47	42	advanced	advanced	ADJ
cana-6193	47	43	analytics	analytic	NOUN
cana-6193	47	44	in	in	ADP
cana-6193	47	45	fp&a	fp&a	PROPN
cana-6193	47	46	integration	integration	NOUN
cana-6193	47	47	complexity	complexity	NOUN
cana-6193	47	48	:	:	PUNCT
cana-6193	47	49	complexity	complexity	NOUN
cana-6193	47	50	arises	arise	VERB
cana-6193	47	51	in	in	ADP
cana-6193	47	52	integrating	integrate	VERB
cana-6193	47	53	advanced	advanced	ADJ
cana-6193	47	54	analytics	analytic	NOUN
cana-6193	47	55	tools	tool	NOUN
cana-6193	47	56	and	and	CCONJ
cana-6193	47	57	techniques	technique	NOUN
cana-6193	47	58	into	into	ADP
cana-6193	47	59	existing	exist	VERB
cana-6193	47	60	fp&a	fp&a	PROPN
cana-6193	47	61	systems	system	NOUN
cana-6193	47	62	and	and	CCONJ
cana-6193	47	63	processes	process	NOUN
cana-6193	47	64	,	,	PUNCT
cana-6193	47	65	requiring	require	VERB
cana-6193	47	66	significant	significant	ADJ
cana-6193	47	67	adjustmentsand	adjustmentsand	NOUN
cana-6193	47	68	investments	investment	NOUN
cana-6193	47	69	in	in	ADP
cana-6193	47	70	infrastructure	infrastructure	NOUN
cana-6193	47	71	and	and	CCONJ
cana-6193	47	72	training	training	NOUN
cana-6193	47	73	.	.	PUNCT
cana-6193	48	1	communications	communication	NOUN
cana-6193	48	2	on	on	ADP
cana-6193	48	3	applied	apply	VERB
cana-6193	48	4	nonlinear	nonlinear	ADJ
cana-6193	48	5	analysis	analysis	NOUN
cana-6193	48	6	issn	issn	NOUN
cana-6193	48	7	:	:	PUNCT
cana-6193	48	8	1074	1074	NUM
cana-6193	48	9	-	-	PUNCT
cana-6193	48	10	133x	133x	NUM
cana-6193	48	11	vol	vol	NOUN
cana-6193	48	12	32	32	NUM
cana-6193	48	13	no	no	NOUN
cana-6193	48	14	.	.	NOUN
cana-6193	48	15	1	1	NUM
cana-6193	48	16	(	(	PUNCT
cana-6193	48	17	2025	2025	NUM
cana-6193	48	18	)	)	PUNCT
cana-6193	48	19	757	757	NUM
cana-6193	48	20	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-6193	48	21	data	data	NOUN
cana-6193	48	22	integrity	integrity	NOUN
cana-6193	48	23	and	and	CCONJ
cana-6193	48	24	attainability	attainability	NOUN
cana-6193	48	25	–	–	PUNCT
cana-6193	48	26	it	it	PRON
cana-6193	48	27	is	be	AUX
cana-6193	48	28	challenge	challenge	NOUN
cana-6193	48	29	to	to	PART
cana-6193	48	30	maintain	maintain	VERB
cana-6193	48	31	and	and	CCONJ
cana-6193	48	32	access	access	NOUN
cana-6193	48	33	data	datum	NOUN
cana-6193	48	34	which	which	PRON
cana-6193	48	35	can	can	AUX
cana-6193	48	36	be	be	AUX
cana-6193	48	37	dependent	dependent	ADJ
cana-6193	48	38	upon	upon	SCONJ
cana-6193	48	39	other	other	ADJ
cana-6193	48	40	where	where	SCONJ
cana-6193	48	41	team	team	NOUN
cana-6193	48	42	need	need	VERB
cana-6193	48	43	to	to	PART
cana-6193	48	44	figure	figure	VERB
cana-6193	48	45	out	out	ADP
cana-6193	48	46	incomplete	incomplete	ADJ
cana-6193	48	47	information	information	NOUN
cana-6193	48	48	.	.	PUNCT
cana-6193	49	1	capability	capability	NOUN
cana-6193	49	2	and	and	CCONJ
cana-6193	49	3	skill	skill	NOUN
cana-6193	49	4	gap	gap	NOUN
cana-6193	49	5	–	–	PUNCT
cana-6193	49	6	recruiters	recruiter	NOUN
cana-6193	49	7	face	face	VERB
cana-6193	49	8	challenges	challenge	NOUN
cana-6193	49	9	selecting	select	VERB
cana-6193	49	10	professionals	professional	NOUN
cana-6193	49	11	skilled	skilled	ADJ
cana-6193	49	12	persons	person	NOUN
cana-6193	49	13	who	who	PRON
cana-6193	49	14	can	can	AUX
cana-6193	49	15	train	train	VERB
cana-6193	49	16	and	and	CCONJ
cana-6193	49	17	lead	lead	VERB
cana-6193	49	18	markets	market	NOUN
cana-6193	49	19	in	in	ADP
cana-6193	49	20	analytics	analytic	NOUN
cana-6193	49	21	and	and	CCONJ
cana-6193	49	22	try	try	VERB
cana-6193	49	23	to	to	PART
cana-6193	49	24	adopt	adopt	VERB
cana-6193	49	25	technologies	technology	NOUN
cana-6193	49	26	.	.	PUNCT
cana-6193	50	1	perception	perception	NOUN
cana-6193	50	2	and	and	CCONJ
cana-6193	50	3	practical	practical	ADJ
cana-6193	50	4	applicationinterpreting	applicationinterprete	VERB
cana-6193	50	5	the	the	DET
cana-6193	50	6	models	model	NOUN
cana-6193	50	7	and	and	CCONJ
cana-6193	50	8	outcomes	outcome	NOUN
cana-6193	50	9	and	and	CCONJ
cana-6193	50	10	predicting	predict	VERB
cana-6193	50	11	those	those	DET
cana-6193	50	12	outputs	output	NOUN
cana-6193	50	13	of	of	ADP
cana-6193	50	14	analytics	analytic	NOUN
cana-6193	50	15	for	for	ADP
cana-6193	50	16	non	non	ADJ
cana-6193	50	17	-	-	ADJ
cana-6193	50	18	technical	technical	ADJ
cana-6193	50	19	background	background	NOUN
cana-6193	50	20	is	be	AUX
cana-6193	50	21	challenging	challenging	ADJ
cana-6193	50	22	which	which	PRON
cana-6193	50	23	results	result	VERB
cana-6193	50	24	into	into	ADP
cana-6193	50	25	misconception	misconception	NOUN
cana-6193	50	26	of	of	ADP
cana-6193	50	27	adopting	adopt	VERB
cana-6193	50	28	the	the	DET
cana-6193	50	29	technology	technology	NOUN
cana-6193	50	30	.	.	PUNCT
cana-6193	51	1	moral	moral	ADJ
cana-6193	51	2	principles	principle	NOUN
cana-6193	51	3	–	–	PUNCT
cana-6193	51	4	when	when	SCONJ
cana-6193	51	5	it	it	PRON
cana-6193	51	6	comes	come	VERB
cana-6193	51	7	to	to	ADP
cana-6193	51	8	data	datum	NOUN
cana-6193	51	9	secrecy	secrecy	NOUN
cana-6193	51	10	and	and	CCONJ
cana-6193	51	11	maintain	maintain	VERB
cana-6193	51	12	privacy	privacy	NOUN
cana-6193	51	13	it	it	PRON
cana-6193	51	14	is	be	AUX
cana-6193	51	15	difficult	difficult	ADJ
cana-6193	51	16	for	for	SCONJ
cana-6193	51	17	experts	expert	NOUN
cana-6193	51	18	to	to	PART
cana-6193	51	19	use	use	VERB
cana-6193	51	20	this	this	DET
cana-6193	51	21	technology	technology	NOUN
cana-6193	51	22	around	around	ADP
cana-6193	51	23	the	the	DET
cana-6193	51	24	globe	globe	NOUN
cana-6193	51	25	price	price	NOUN
cana-6193	51	26	and	and	CCONJ
cana-6193	51	27	output	output	NOUN
cana-6193	51	28	–	–	PUNCT
cana-6193	51	29	the	the	DET
cana-6193	51	30	expenditure	expenditure	NOUN
cana-6193	51	31	over	over	ADP
cana-6193	51	32	these	these	DET
cana-6193	51	33	technologies	technology	NOUN
cana-6193	51	34	could	could	AUX
cana-6193	51	35	lead	lead	VERB
cana-6193	51	36	to	to	ADP
cana-6193	51	37	difficulty	difficulty	NOUN
cana-6193	51	38	in	in	ADP
cana-6193	51	39	measuring	measure	VERB
cana-6193	51	40	returns	return	NOUN
cana-6193	51	41	on	on	ADP
cana-6193	51	42	investment	investment	NOUN
cana-6193	51	43	and	and	CCONJ
cana-6193	51	44	can	can	AUX
cana-6193	51	45	create	create	VERB
cana-6193	51	46	hurdles	hurdle	NOUN
cana-6193	51	47	for	for	SCONJ
cana-6193	51	48	organizations	organization	NOUN
cana-6193	51	49	to	to	PART
cana-6193	51	50	evaluate	evaluate	VERB
cana-6193	51	51	the	the	DET
cana-6193	51	52	performance	performance	NOUN
cana-6193	51	53	restructuring	restructuring	NOUN
cana-6193	51	54	of	of	ADP
cana-6193	51	55	the	the	DET
cana-6193	51	56	company	company	NOUN
cana-6193	51	57	to	to	PART
cana-6193	51	58	efficiently	efficiently	ADV
cana-6193	51	59	organize	organize	VERB
cana-6193	51	60	change	change	NOUN
cana-6193	51	61	and	and	CCONJ
cana-6193	51	62	develop	develop	VERB
cana-6193	51	63	build	build	NOUN
cana-6193	51	64	culture	culture	NOUN
cana-6193	51	65	which	which	PRON
cana-6193	51	66	is	be	AUX
cana-6193	51	67	important	important	ADJ
cana-6193	51	68	to	to	PART
cana-6193	51	69	focus	focus	VERB
cana-6193	51	70	on	on	ADP
cana-6193	51	71	strategic	strategic	ADJ
cana-6193	51	72	planning	planning	NOUN
cana-6193	51	73	and	and	CCONJ
cana-6193	51	74	communication	communication	NOUN
cana-6193	51	75	.	.	PUNCT
cana-6193	52	1	for	for	ADP
cana-6193	52	2	smoothing	smooth	VERB
cana-6193	52	3	functioning	function	VERB
cana-6193	52	4	,	,	PUNCT
cana-6193	52	5	it	it	PRON
cana-6193	52	6	is	be	AUX
cana-6193	52	7	essential	essential	ADJ
cana-6193	52	8	to	to	PART
cana-6193	52	9	encourage	encourage	VERB
cana-6193	52	10	the	the	DET
cana-6193	52	11	usage	usage	NOUN
cana-6193	52	12	of	of	ADP
cana-6193	52	13	these	these	DET
cana-6193	52	14	advanced	advanced	ADJ
cana-6193	52	15	analytics	analytic	NOUN
cana-6193	52	16	which	which	PRON
cana-6193	52	17	helps	help	VERB
cana-6193	52	18	to	to	PART
cana-6193	52	19	evolve	evolve	VERB
cana-6193	52	20	all	all	DET
cana-6193	52	21	levels	level	NOUN
cana-6193	52	22	of	of	ADP
cana-6193	52	23	people	people	NOUN
cana-6193	52	24	through	through	ADP
cana-6193	52	25	the	the	DET
cana-6193	52	26	organization	organization	NOUN
cana-6193	52	27	where	where	SCONJ
cana-6193	52	28	we	we	PRON
cana-6193	52	29	can	can	AUX
cana-6193	52	30	train	train	VERB
cana-6193	52	31	them	they	PRON
cana-6193	52	32	and	and	CCONJ
cana-6193	52	33	build	build	VERB
cana-6193	52	34	confidence	confidence	NOUN
cana-6193	52	35	to	to	PART
cana-6193	52	36	adopt	adopt	VERB
cana-6193	52	37	the	the	DET
cana-6193	52	38	new	new	ADJ
cana-6193	52	39	change	change	NOUN
cana-6193	52	40	.	.	PUNCT
cana-6193	53	1	case	case	NOUN
cana-6193	53	2	studies	study	NOUN
cana-6193	53	3	decathlon	decathlon	VERB
cana-6193	53	4	a	a	DET
cana-6193	53	5	popular	popular	ADJ
cana-6193	53	6	sports	sport	NOUN
cana-6193	53	7	brand	brand	NOUN
cana-6193	53	8	popularly	popularly	ADV
cana-6193	53	9	grabbed	grab	VERB
cana-6193	53	10	customers	customer	NOUN
cana-6193	53	11	attention	attention	NOUN
cana-6193	53	12	through	through	ADP
cana-6193	53	13	adopting	adopt	VERB
cana-6193	53	14	usage	usage	NOUN
cana-6193	53	15	of	of	ADP
cana-6193	53	16	various	various	ADJ
cana-6193	53	17	ai	ai	NOUN
cana-6193	53	18	tools	tool	NOUN
cana-6193	53	19	which	which	PRON
cana-6193	53	20	helps	help	VERB
cana-6193	53	21	them	they	PRON
cana-6193	53	22	in	in	ADP
cana-6193	53	23	taking	take	VERB
cana-6193	53	24	decision	decision	NOUN
cana-6193	53	25	which	which	PRON
cana-6193	53	26	can	can	AUX
cana-6193	53	27	be	be	AUX
cana-6193	53	28	cost	cost	VERB
cana-6193	53	29	effective	effective	ADJ
cana-6193	53	30	in	in	ADP
cana-6193	53	31	various	various	ADJ
cana-6193	53	32	aspects	aspect	NOUN
cana-6193	53	33	by	by	ADP
cana-6193	53	34	using	use	VERB
cana-6193	53	35	this	this	DET
cana-6193	53	36	programming	programming	NOUN
cana-6193	53	37	,	,	PUNCT
cana-6193	53	38	decathlon	decathlon	NOUN
cana-6193	53	39	can	can	AUX
cana-6193	53	40	inspect	inspect	VERB
cana-6193	53	41	huge	huge	ADJ
cana-6193	53	42	volumes	volume	NOUN
cana-6193	53	43	of	of	ADP
cana-6193	53	44	data	datum	NOUN
cana-6193	53	45	from	from	ADP
cana-6193	53	46	sources	source	NOUN
cana-6193	53	47	such	such	ADJ
cana-6193	53	48	as	as	ADP
cana-6193	53	49	customer	customer	NOUN
cana-6193	53	50	transactions	transaction	NOUN
cana-6193	53	51	,	,	PUNCT
cana-6193	53	52	inventory	inventory	NOUN
cana-6193	53	53	levels	level	NOUN
cana-6193	53	54	,	,	PUNCT
cana-6193	53	55	and	and	CCONJ
cana-6193	53	56	market	market	NOUN
cana-6193	53	57	trends	trend	NOUN
cana-6193	53	58	to	to	PART
cana-6193	53	59	gain	gain	VERB
cana-6193	53	60	valuable	valuable	ADJ
cana-6193	53	61	insights	insight	NOUN
cana-6193	53	62	these	these	DET
cana-6193	53	63	decisions	decision	NOUN
cana-6193	53	64	guide	guide	VERB
cana-6193	53	65	on	on	ADP
cana-6193	53	66	selection	selection	NOUN
cana-6193	53	67	of	of	ADP
cana-6193	53	68	product	product	NOUN
cana-6193	53	69	,	,	PUNCT
cana-6193	53	70	product	product	NOUN
cana-6193	53	71	pricing	pricing	NOUN
cana-6193	53	72	and	and	CCONJ
cana-6193	53	73	various	various	ADJ
cana-6193	53	74	marketing	marketing	NOUN
cana-6193	53	75	strategies	strategy	NOUN
cana-6193	53	76	which	which	PRON
cana-6193	53	77	helps	help	VERB
cana-6193	53	78	them	they	PRON
cana-6193	53	79	to	to	PART
cana-6193	53	80	build	build	VERB
cana-6193	53	81	up	up	ADP
cana-6193	53	82	customer	customer	NOUN
cana-6193	53	83	relationship	relationship	NOUN
cana-6193	53	84	,	,	PUNCT
cana-6193	53	85	streamlining	streamline	VERB
cana-6193	53	86	the	the	DET
cana-6193	53	87	operational	operational	ADJ
cana-6193	53	88	activities	activity	NOUN
cana-6193	53	89	and	and	CCONJ
cana-6193	53	90	boasting	boast	VERB
cana-6193	53	91	for	for	ADP
cana-6193	53	92	business	business	NOUN
cana-6193	53	93	expansion	expansion	NOUN
cana-6193	53	94	.	.	PUNCT
cana-6193	54	1	decathlons	decathlon	NOUN
cana-6193	54	2	impact	impact	NOUN
cana-6193	54	3	of	of	ADP
cana-6193	54	4	using	use	VERB
cana-6193	54	5	this	this	DET
cana-6193	54	6	advanced	advanced	ADJ
cana-6193	54	7	technology	technology	NOUN
cana-6193	54	8	for	for	ADP
cana-6193	54	9	demand	demand	NOUN
cana-6193	54	10	forecasting	forecasting	NOUN
cana-6193	54	11	to	to	PART
cana-6193	54	12	optimize	optimize	VERB
cana-6193	54	13	stock	stock	NOUN
cana-6193	54	14	management	management	NOUN
cana-6193	54	15	and	and	CCONJ
cana-6193	54	16	beneficially	beneficially	ADV
cana-6193	54	17	meet	meet	VERB
cana-6193	54	18	customer	customer	NOUN
cana-6193	54	19	expectations	expectation	NOUN
cana-6193	54	20	.	.	PUNCT
cana-6193	55	1	by	by	ADP
cana-6193	55	2	surveying	survey	VERB
cana-6193	55	3	past	past	ADJ
cana-6193	55	4	sales	sale	NOUN
cana-6193	55	5	,	,	PUNCT
cana-6193	55	6	market	market	NOUN
cana-6193	55	7	projections	projection	NOUN
cana-6193	55	8	,	,	PUNCT
cana-6193	55	9	environment	environment	NOUN
cana-6193	55	10	patterns	pattern	NOUN
cana-6193	55	11	,	,	PUNCT
cana-6193	55	12	and	and	CCONJ
cana-6193	55	13	other	other	ADJ
cana-6193	55	14	key	key	ADJ
cana-6193	55	15	factors	factor	NOUN
cana-6193	55	16	,	,	PUNCT
cana-6193	55	17	programming	programming	NOUN
cana-6193	55	18	can	can	AUX
cana-6193	55	19	perfectly	perfectly	ADV
cana-6193	55	20	predict	predict	VERB
cana-6193	55	21	the	the	DET
cana-6193	55	22	demand	demand	NOUN
cana-6193	55	23	for	for	ADP
cana-6193	55	24	specific	specific	ADJ
cana-6193	55	25	products	product	NOUN
cana-6193	55	26	.	.	PUNCT
cana-6193	56	1	these	these	DET
cana-6193	56	2	predications	predication	NOUN
cana-6193	56	3	allow	allow	VERB
cana-6193	56	4	decathlon	decathlon	NOUN
cana-6193	56	5	to	to	PART
cana-6193	56	6	manage	manage	VERB
cana-6193	56	7	and	and	CCONJ
cana-6193	56	8	restock	restock	VERB
cana-6193	56	9	the	the	DET
cana-6193	56	10	inventory	inventory	NOUN
cana-6193	56	11	levels	level	NOUN
cana-6193	56	12	,	,	PUNCT
cana-6193	56	13	allocate	allocate	ADJ
cana-6193	56	14	resources	resource	NOUN
cana-6193	56	15	efficiently	efficiently	ADV
cana-6193	56	16	,	,	PUNCT
cana-6193	56	17	and	and	CCONJ
cana-6193	56	18	minimize	minimize	VERB
cana-6193	56	19	the	the	DET
cana-6193	56	20	risk	risk	NOUN
cana-6193	56	21	of	of	ADP
cana-6193	56	22	stockouts	stockout	NOUN
cana-6193	56	23	.	.	PUNCT
cana-6193	57	1	moreover	moreover	ADV
cana-6193	57	2	,	,	PUNCT
cana-6193	57	3	they	they	PRON
cana-6193	57	4	use	use	VERB
cana-6193	57	5	this	this	DET
cana-6193	57	6	advancement	advancement	NOUN
cana-6193	57	7	to	to	PART
cana-6193	57	8	forecast	forecast	VERB
cana-6193	57	9	demand	demand	NOUN
cana-6193	57	10	understand	understand	VERB
cana-6193	57	11	market	market	NOUN
cana-6193	57	12	needs	need	NOUN
cana-6193	57	13	,	,	PUNCT
cana-6193	57	14	and	and	CCONJ
cana-6193	57	15	wants	want	VERB
cana-6193	57	16	enabling	enable	VERB
cana-6193	57	17	stock	stock	NOUN
cana-6193	57	18	level	level	NOUN
cana-6193	57	19	management	management	NOUN
cana-6193	57	20	aligning	align	VERB
cana-6193	57	21	with	with	ADP
cana-6193	57	22	trend	trend	NOUN
cana-6193	57	23	and	and	CCONJ
cana-6193	57	24	current	current	ADJ
cana-6193	57	25	demand	demand	NOUN
cana-6193	57	26	.	.	PUNCT
cana-6193	58	1	specific	specific	ADJ
cana-6193	58	2	and	and	CCONJ
cana-6193	58	3	precise	precise	ADJ
cana-6193	58	4	products	product	NOUN
cana-6193	58	5	are	be	AUX
cana-6193	58	6	produced	produce	VERB
cana-6193	58	7	depending	depend	VERB
cana-6193	58	8	upon	upon	SCONJ
cana-6193	58	9	the	the	DET
cana-6193	58	10	need	need	NOUN
cana-6193	58	11	of	of	ADP
cana-6193	58	12	customer	customer	NOUN
cana-6193	58	13	.	.	PUNCT
cana-6193	59	1	demand	demand	NOUN
cana-6193	59	2	and	and	CCONJ
cana-6193	59	3	supply	supply	NOUN
cana-6193	59	4	elasticity	elasticity	NOUN
cana-6193	59	5	helps	help	VERB
cana-6193	59	6	decathlon	decathlon	NOUN
cana-6193	59	7	to	to	PART
cana-6193	59	8	summarize	summarize	VERB
cana-6193	59	9	the	the	DET
cana-6193	59	10	factors	factor	NOUN
cana-6193	59	11	affecting	affect	VERB
cana-6193	59	12	consumer	consumer	NOUN
cana-6193	59	13	behavior	behavior	NOUN
cana-6193	59	14	,	,	PUNCT
cana-6193	59	15	product	product	NOUN
cana-6193	59	16	pricing	pricing	NOUN
cana-6193	59	17	,	,	PUNCT
cana-6193	59	18	competitors	competitor	NOUN
cana-6193	59	19	price	price	NOUN
cana-6193	59	20	.	.	PUNCT
cana-6193	60	1	the	the	DET
cana-6193	60	2	company	company	NOUN
cana-6193	60	3	utilizes	utilize	VERB
cana-6193	60	4	platforms	platform	NOUN
cana-6193	60	5	such	such	ADJ
cana-6193	60	6	as	as	ADP
cana-6193	60	7	tensorflow	tensorflow	NOUN
cana-6193	60	8	,	,	PUNCT
cana-6193	60	9	pytorch	pytorch	NOUN
cana-6193	60	10	,	,	PUNCT
cana-6193	60	11	scikit	scikit	NOUN
cana-6193	60	12	-	-	PUNCT
cana-6193	60	13	learn	learn	VERB
cana-6193	60	14	,	,	PUNCT
cana-6193	60	15	and	and	CCONJ
cana-6193	60	16	apache	apache	NOUN
cana-6193	60	17	spark	spark	NOUN
cana-6193	60	18	for	for	ADP
cana-6193	60	19	developing	develop	VERB
cana-6193	60	20	machine	machine	NOUN
cana-6193	60	21	learning	learning	NOUN
cana-6193	60	22	models	model	NOUN
cana-6193	60	23	.	.	PUNCT
cana-6193	61	1	they	they	PRON
cana-6193	61	2	are	be	AUX
cana-6193	61	3	also	also	ADV
cana-6193	61	4	dependent	dependent	ADJ
cana-6193	61	5	on	on	ADP
cana-6193	61	6	cloud	cloud	NOUN
cana-6193	61	7	-	-	PUNCT
cana-6193	61	8	based	base	VERB
cana-6193	61	9	ai	ai	NOUN
cana-6193	61	10	services	service	NOUN
cana-6193	61	11	from	from	ADP
cana-6193	61	12	providers	provider	NOUN
cana-6193	61	13	like	like	ADP
cana-6193	61	14	google	google	PROPN
cana-6193	61	15	cloud	cloud	PROPN
cana-6193	61	16	ai	ai	PROPN
cana-6193	61	17	,	,	PUNCT
cana-6193	61	18	amazon	amazon	NOUN
cana-6193	61	19	aws	aw	NOUN
cana-6193	61	20	,	,	PUNCT
cana-6193	61	21	or	or	CCONJ
cana-6193	61	22	microsoft	microsoft	PROPN
cana-6193	61	23	azure	azure	NOUN
cana-6193	61	24	to	to	PART
cana-6193	61	25	ensure	ensure	VERB
cana-6193	61	26	adaptability	adaptability	NOUN
cana-6193	61	27	.	.	PUNCT
cana-6193	62	1	spotify	spotify	NOUN
cana-6193	62	2	firstly	firstly	ADV
cana-6193	62	3	generates	generate	VERB
cana-6193	62	4	revenue	revenue	NOUN
cana-6193	62	5	through	through	ADP
cana-6193	62	6	subscription	subscription	NOUN
cana-6193	62	7	-	-	PUNCT
cana-6193	62	8	based	base	VERB
cana-6193	62	9	premium	premium	NOUN
cana-6193	62	10	memberships	membership	NOUN
cana-6193	62	11	,	,	PUNCT
cana-6193	62	12	offering	offer	VERB
cana-6193	62	13	benefits	benefit	NOUN
cana-6193	62	14	like	like	ADP
cana-6193	62	15	ad	ad	NOUN
cana-6193	62	16	-	-	PUNCT
cana-6193	62	17	free	free	ADJ
cana-6193	62	18	listening	listening	NOUN
cana-6193	62	19	,	,	PUNCT
cana-6193	62	20	offline	offline	ADJ
cana-6193	62	21	playback	playback	NOUN
cana-6193	62	22	,	,	PUNCT
cana-6193	62	23	and	and	CCONJ
cana-6193	62	24	exclusive	exclusive	ADJ
cana-6193	62	25	features	feature	NOUN
cana-6193	62	26	.	.	PUNCT
cana-6193	63	1	also	also	ADV
cana-6193	63	2	by	by	ADP
cana-6193	63	3	giving	give	VERB
cana-6193	63	4	ads	ad	NOUN
cana-6193	63	5	on	on	ADP
cana-6193	63	6	free	free	ADJ
cana-6193	63	7	and	and	CCONJ
cana-6193	63	8	partnerships	partnership	NOUN
cana-6193	63	9	with	with	ADP
cana-6193	63	10	brands	brand	NOUN
cana-6193	63	11	for	for	ADP
cana-6193	63	12	sponsored	sponsor	VERB
cana-6193	63	13	content	content	NOUN
cana-6193	63	14	and	and	CCONJ
cana-6193	63	15	promotions	promotion	NOUN
cana-6193	63	16	they	they	PRON
cana-6193	63	17	earn	earn	VERB
cana-6193	63	18	revenue	revenue	NOUN
cana-6193	63	19	.	.	PUNCT
cana-6193	64	1	this	this	DET
cana-6193	64	2	analytics	analytic	NOUN
cana-6193	64	3	helps	help	VERB
cana-6193	64	4	them	they	PRON
cana-6193	64	5	to	to	PART
cana-6193	64	6	understand	understand	VERB
cana-6193	64	7	various	various	ADJ
cana-6193	64	8	operational	operational	ADJ
cana-6193	64	9	risk	risk	NOUN
cana-6193	64	10	.	.	PUNCT
cana-6193	65	1	it	it	PRON
cana-6193	65	2	can	can	AUX
cana-6193	65	3	identify	identify	VERB
cana-6193	65	4	and	and	CCONJ
cana-6193	65	5	address	address	VERB
cana-6193	65	6	key	key	ADJ
cana-6193	65	7	risk	risk	NOUN
cana-6193	65	8	or	or	CCONJ
cana-6193	65	9	threats	threat	NOUN
cana-6193	65	10	like	like	ADP
cana-6193	65	11	cybersecurity	cybersecurity	NOUN
cana-6193	65	12	issues	issue	NOUN
cana-6193	65	13	,	,	PUNCT
cana-6193	65	14	fraudulent	fraudulent	ADJ
cana-6193	65	15	activities	activity	NOUN
cana-6193	65	16	which	which	PRON
cana-6193	65	17	can	can	AUX
cana-6193	65	18	ensure	ensure	VERB
cana-6193	65	19	end	end	NOUN
cana-6193	65	20	users	user	NOUN
cana-6193	65	21	the	the	DET
cana-6193	65	22	reliability	reliability	NOUN
cana-6193	65	23	,	,	PUNCT
cana-6193	65	24	validity	validity	NOUN
cana-6193	65	25	and	and	CCONJ
cana-6193	65	26	can	can	AUX
cana-6193	65	27	feel	feel	VERB
cana-6193	65	28	safe	safe	ADJ
cana-6193	65	29	environment	environment	NOUN
cana-6193	65	30	communications	communication	NOUN
cana-6193	65	31	on	on	ADP
cana-6193	65	32	applied	apply	VERB
cana-6193	65	33	nonlinear	nonlinear	ADJ
cana-6193	65	34	analysis	analysis	NOUN
cana-6193	65	35	issn	issn	NOUN
cana-6193	65	36	:	:	PUNCT
cana-6193	65	37	1074	1074	NUM
cana-6193	65	38	-	-	PUNCT
cana-6193	65	39	133x	133x	NUM
cana-6193	65	40	vol	vol	NOUN
cana-6193	65	41	32	32	NUM
cana-6193	65	42	no	no	NOUN
cana-6193	65	43	.	.	NOUN
cana-6193	65	44	1	1	NUM
cana-6193	65	45	(	(	PUNCT
cana-6193	65	46	2025	2025	NUM
cana-6193	65	47	)	)	PUNCT
cana-6193	65	48	758	758	NUM
cana-6193	65	49	https://internationalpubls.com	https://internationalpubls.com	X
cana-6193	65	50	for	for	ADP
cana-6193	65	51	users	user	NOUN
cana-6193	65	52	.	.	PUNCT
cana-6193	66	1	by	by	ADP
cana-6193	66	2	constant	constant	ADJ
cana-6193	66	3	monitoring	monitoring	NOUN
cana-6193	66	4	data	datum	NOUN
cana-6193	66	5	in	in	ADP
cana-6193	66	6	real	real	ADJ
cana-6193	66	7	-	-	PUNCT
cana-6193	66	8	time	time	NOUN
cana-6193	66	9	can	can	AUX
cana-6193	66	10	identify	identify	VERB
cana-6193	66	11	risk	risk	NOUN
cana-6193	66	12	and	and	CCONJ
cana-6193	66	13	prevent	prevent	VERB
cana-6193	66	14	it	it	PRON
cana-6193	66	15	by	by	ADP
cana-6193	66	16	maintaining	maintain	VERB
cana-6193	66	17	business	business	NOUN
cana-6193	66	18	security	security	NOUN
cana-6193	66	19	,	,	PUNCT
cana-6193	66	20	safety	safety	NOUN
cana-6193	66	21	and	and	CCONJ
cana-6193	66	22	privacy.spotify	privacy.spotify	VERB
cana-6193	66	23	adjusts	adjust	VERB
cana-6193	66	24	its	its	PRON
cana-6193	66	25	pricing	pricing	NOUN
cana-6193	66	26	based	base	VERB
cana-6193	66	27	on	on	ADP
cana-6193	66	28	factors	factor	NOUN
cana-6193	66	29	such	such	ADJ
cana-6193	66	30	as	as	ADP
cana-6193	66	31	user	user	NOUN
cana-6193	66	32	demographics	demographic	NOUN
cana-6193	66	33	,	,	PUNCT
cana-6193	66	34	listening	listening	NOUN
cana-6193	66	35	habits	habit	NOUN
cana-6193	66	36	,	,	PUNCT
cana-6193	66	37	market	market	NOUN
cana-6193	66	38	demand	demand	NOUN
cana-6193	66	39	and	and	CCONJ
cana-6193	66	40	identify	identify	VERB
cana-6193	66	41	trends	trend	NOUN
cana-6193	66	42	,	,	PUNCT
cana-6193	66	43	allowing	allow	VERB
cana-6193	66	44	them	they	PRON
cana-6193	66	45	to	to	PART
cana-6193	66	46	customize	customize	VERB
cana-6193	66	47	pricing	pricing	NOUN
cana-6193	66	48	for	for	ADP
cana-6193	66	49	different	different	ADJ
cana-6193	66	50	user	user	NOUN
cana-6193	66	51	segments	segment	NOUN
cana-6193	66	52	and	and	CCONJ
cana-6193	66	53	subscription	subscription	NOUN
cana-6193	66	54	tiers	tier	NOUN
cana-6193	66	55	.	.	PUNCT
cana-6193	67	1	its	its	PRON
cana-6193	67	2	market	market	NOUN
cana-6193	67	3	dynamics	dynamic	NOUN
cana-6193	67	4	forecast	forecast	VERB
cana-6193	67	5	future	future	ADJ
cana-6193	67	6	demand	demand	NOUN
cana-6193	67	7	with	with	ADP
cana-6193	67	8	premium	premium	ADJ
cana-6193	67	9	memberships	membership	NOUN
cana-6193	67	10	and	and	CCONJ
cana-6193	67	11	other	other	ADJ
cana-6193	67	12	services	service	NOUN
cana-6193	67	13	which	which	PRON
cana-6193	67	14	help	help	VERB
cana-6193	67	15	in	in	ADP
cana-6193	67	16	anticipating	anticipate	VERB
cana-6193	67	17	changes	change	NOUN
cana-6193	67	18	for	for	ADP
cana-6193	67	19	user	user	NOUN
cana-6193	67	20	behaviour	behaviour	NOUN
cana-6193	67	21	and	and	CCONJ
cana-6193	67	22	adjust	adjust	VERB
cana-6193	67	23	pricing	pricing	NOUN
cana-6193	67	24	strategies	strategy	NOUN
cana-6193	67	25	accordingly	accordingly	ADV
cana-6193	67	26	to	to	PART
cana-6193	67	27	optimize	optimize	VERB
cana-6193	67	28	revenue	revenue	NOUN
cana-6193	67	29	.	.	PUNCT
cana-6193	68	1	it	it	PRON
cana-6193	68	2	segments	segment	VERB
cana-6193	68	3	its	its	PRON
cana-6193	68	4	user	user	NOUN
cana-6193	68	5	base	base	NOUN
cana-6193	68	6	into	into	ADP
cana-6193	68	7	distinct	distinct	ADJ
cana-6193	68	8	groups	group	NOUN
cana-6193	68	9	based	base	VERB
cana-6193	68	10	on	on	ADP
cana-6193	68	11	factors	factor	NOUN
cana-6193	68	12	such	such	ADJ
cana-6193	68	13	as	as	ADP
cana-6193	68	14	geography	geography	NOUN
cana-6193	68	15	,	,	PUNCT
cana-6193	68	16	age	age	NOUN
cana-6193	68	17	,	,	PUNCT
cana-6193	68	18	music	music	NOUN
cana-6193	68	19	preferences	preference	NOUN
cana-6193	68	20	,	,	PUNCT
cana-6193	68	21	and	and	CCONJ
cana-6193	68	22	spending	spending	NOUN
cana-6193	68	23	behaviour	behaviour	NOUN
cana-6193	68	24	.	.	PUNCT
cana-6193	69	1	by	by	ADP
cana-6193	69	2	knowing	know	VERB
cana-6193	69	3	preferable	preferable	ADJ
cana-6193	69	4	needs	need	NOUN
cana-6193	69	5	and	and	CCONJ
cana-6193	69	6	wants	want	VERB
cana-6193	69	7	,	,	PUNCT
cana-6193	69	8	they	they	PRON
cana-6193	69	9	can	can	AUX
cana-6193	69	10	tailor	tailor	VERB
cana-6193	69	11	pricing	pricing	NOUN
cana-6193	69	12	and	and	CCONJ
cana-6193	69	13	promotional	promotional	ADJ
cana-6193	69	14	offers	offer	NOUN
cana-6193	69	15	to	to	PART
cana-6193	69	16	maximize	maximize	VERB
cana-6193	69	17	user	user	NOUN
cana-6193	69	18	engagement	engagement	NOUN
cana-6193	69	19	at	at	ADP
cana-6193	69	20	conversion	conversion	NOUN
cana-6193	69	21	rates	rate	NOUN
cana-6193	69	22	.	.	PUNCT
cana-6193	70	1	to	to	PART
cana-6193	70	2	analyse	analyse	VERB
cana-6193	70	3	competitors	competitor	NOUN
cana-6193	70	4	'	'	PART
cana-6193	70	5	pricing	pricing	NOUN
cana-6193	70	6	strategies	strategy	NOUN
cana-6193	70	7	,	,	PUNCT
cana-6193	70	8	market	market	NOUN
cana-6193	70	9	positioning	positioning	NOUN
cana-6193	70	10	,	,	PUNCT
cana-6193	70	11	and	and	CCONJ
cana-6193	70	12	user	user	NOUN
cana-6193	70	13	acquisition	acquisition	NOUN
cana-6193	70	14	tactics	tactic	NOUN
cana-6193	70	15	market	market	NOUN
cana-6193	70	16	trends	trend	NOUN
cana-6193	70	17	and	and	CCONJ
cana-6193	70	18	competitor	competitor	NOUN
cana-6193	70	19	pricing	pricing	NOUN
cana-6193	70	20	in	in	ADP
cana-6193	70	21	real	real	ADJ
cana-6193	70	22	-	-	PUNCT
cana-6193	70	23	time	time	NOUN
cana-6193	70	24	is	be	AUX
cana-6193	70	25	monitored.they	monitored.they	PRON
cana-6193	70	26	employs	employ	VERB
cana-6193	70	27	a	a	DET
cana-6193	70	28	variety	variety	NOUN
cana-6193	70	29	of	of	ADP
cana-6193	70	30	ai	ai	NOUN
cana-6193	70	31	and	and	CCONJ
cana-6193	70	32	ml	ml	ADP
cana-6193	70	33	techniques	technique	NOUN
cana-6193	70	34	and	and	CCONJ
cana-6193	70	35	tools	tool	NOUN
cana-6193	70	36	across	across	ADP
cana-6193	70	37	its	its	PRON
cana-6193	70	38	platform	platform	NOUN
cana-6193	70	39	by	by	ADP
cana-6193	70	40	recommendating	recommendate	VERB
cana-6193	70	41	various	various	ADJ
cana-6193	70	42	algorithms	algorithm	NOUN
cana-6193	70	43	,	,	PUNCT
cana-6193	70	44	such	such	ADJ
cana-6193	70	45	as	as	ADP
cana-6193	70	46	collaborative	collaborative	ADJ
cana-6193	70	47	filtering	filtering	NOUN
cana-6193	70	48	and	and	CCONJ
cana-6193	70	49	natural	natural	ADJ
cana-6193	70	50	language	language	NOUN
cana-6193	70	51	processing	processing	NOUN
cana-6193	70	52	,	,	PUNCT
cana-6193	70	53	analyse	analyse	NOUN
cana-6193	70	54	playlist	playlist	NOUN
cana-6193	70	55	,	,	PUNCT
cana-6193	70	56	preferences	preference	NOUN
cana-6193	70	57	,	,	PUNCT
cana-6193	70	58	behaviors	behavior	NOUN
cana-6193	70	59	to	to	PART
cana-6193	70	60	suggest	suggest	VERB
cana-6193	70	61	distinctive	distinctive	ADJ
cana-6193	70	62	playlists	playlist	NOUN
cana-6193	70	63	,	,	PUNCT
cana-6193	70	64	songs	song	NOUN
cana-6193	70	65	,	,	PUNCT
cana-6193	70	66	and	and	CCONJ
cana-6193	70	67	artists	artist	NOUN
cana-6193	70	68	which	which	PRON
cana-6193	70	69	enhances	enhance	VERB
cana-6193	70	70	user	user	NOUN
cana-6193	70	71	engagement	engagement	NOUN
cana-6193	70	72	and	and	CCONJ
cana-6193	70	73	retention	retention	NOUN
cana-6193	70	74	,	,	PUNCT
cana-6193	70	75	driving	drive	VERB
cana-6193	70	76	business	business	NOUN
cana-6193	70	77	growth	growth	NOUN
cana-6193	70	78	by	by	ADP
cana-6193	70	79	increasing	increase	VERB
cana-6193	70	80	user	user	NOUN
cana-6193	70	81	satisfaction	satisfaction	NOUN
cana-6193	70	82	and	and	CCONJ
cana-6193	70	83	loyalty	loyalty	NOUN
cana-6193	70	84	.	.	PUNCT
cana-6193	71	1	natural	natural	ADJ
cana-6193	71	2	language	language	NOUN
cana-6193	71	3	processingalgorithms	processingalgorithm	NOUN
cana-6193	71	4	are	be	AUX
cana-6193	71	5	used	use	VERB
cana-6193	71	6	to	to	PART
cana-6193	71	7	analyze	analyze	VERB
cana-6193	71	8	song	song	NOUN
cana-6193	71	9	lyrics	lyric	NOUN
cana-6193	71	10	,	,	PUNCT
cana-6193	71	11	artist	artist	NOUN
cana-6193	71	12	bios	bio	NOUN
cana-6193	71	13	,	,	PUNCT
cana-6193	71	14	and	and	CCONJ
cana-6193	71	15	usergenerated	usergenerated	ADJ
cana-6193	71	16	content	content	NOUN
cana-6193	71	17	to	to	PART
cana-6193	71	18	improve	improve	VERB
cana-6193	71	19	content	content	NOUN
cana-6193	71	20	categorization	categorization	NOUN
cana-6193	71	21	,	,	PUNCT
cana-6193	71	22	relevance	relevance	NOUN
cana-6193	71	23	,	,	PUNCT
cana-6193	71	24	and	and	CCONJ
cana-6193	71	25	recommendation	recommendation	NOUN
cana-6193	71	26	accuracy	accuracy	NOUN
cana-6193	71	27	.	.	PUNCT
cana-6193	72	1	various	various	ADJ
cana-6193	72	2	deep	deep	ADJ
cana-6193	72	3	learning	learning	NOUN
cana-6193	72	4	models	model	NOUN
cana-6193	72	5	,	,	PUNCT
cana-6193	72	6	such	such	ADJ
cana-6193	72	7	as	as	ADP
cana-6193	72	8	neural	neural	ADJ
cana-6193	72	9	networks	network	NOUN
cana-6193	72	10	,	,	PUNCT
cana-6193	72	11	are	be	AUX
cana-6193	72	12	applied	apply	VERB
cana-6193	72	13	to	to	PART
cana-6193	72	14	analyze	analyze	VERB
cana-6193	72	15	audio	audio	ADJ
cana-6193	72	16	features	feature	NOUN
cana-6193	72	17	,	,	PUNCT
cana-6193	72	18	recognize	recognize	VERB
cana-6193	72	19	patterns	pattern	NOUN
cana-6193	72	20	in	in	ADP
cana-6193	72	21	music	music	NOUN
cana-6193	72	22	,	,	PUNCT
cana-6193	72	23	and	and	CCONJ
cana-6193	72	24	generate	generate	VERB
cana-6193	72	25	recommendations	recommendation	NOUN
cana-6193	72	26	based	base	VERB
cana-6193	72	27	on	on	ADP
cana-6193	72	28	complex	complex	ADJ
cana-6193	72	29	audio	audio	ADJ
cana-6193	72	30	data	datum	NOUN
cana-6193	72	31	.	.	PUNCT
cana-6193	73	1	content	content	NOUN
cana-6193	73	2	classification	classification	NOUN
cana-6193	73	3	is	be	AUX
cana-6193	73	4	used	use	VERB
cana-6193	73	5	to	to	PART
cana-6193	73	6	classify	classify	VERB
cana-6193	73	7	and	and	CCONJ
cana-6193	73	8	categorize	categorize	VERB
cana-6193	73	9	music	music	NOUN
cana-6193	73	10	and	and	CCONJ
cana-6193	73	11	podcasts	podcast	NOUN
cana-6193	73	12	based	base	VERB
cana-6193	73	13	on	on	ADP
cana-6193	73	14	mood	mood	NOUN
cana-6193	73	15	,	,	PUNCT
cana-6193	73	16	tempo	tempo	NOUN
cana-6193	73	17	,	,	PUNCT
cana-6193	73	18	and	and	CCONJ
cana-6193	73	19	other	other	ADJ
cana-6193	73	20	attributes	attribute	NOUN
cana-6193	73	21	,	,	PUNCT
cana-6193	73	22	facilitating	facilitate	VERB
cana-6193	73	23	content	content	NOUN
cana-6193	73	24	discovery	discovery	NOUN
cana-6193	73	25	and	and	CCONJ
cana-6193	73	26	recommendation	recommendation	NOUN
cana-6193	73	27	.	.	PUNCT
cana-6193	74	1	conclusion	conclusion	NOUN
cana-6193	74	2	the	the	DET
cana-6193	74	3	evolutionary	evolutionary	ADJ
cana-6193	74	4	transformation	transformation	NOUN
cana-6193	74	5	of	of	ADP
cana-6193	74	6	strategic	strategic	ADJ
cana-6193	74	7	planning	planning	NOUN
cana-6193	74	8	has	have	VERB
cana-6193	74	9	a	a	DET
cana-6193	74	10	role	role	NOUN
cana-6193	74	11	primarily	primarily	ADV
cana-6193	74	12	focused	focus	VERB
cana-6193	74	13	on	on	ADP
cana-6193	74	14	reporting	reporting	NOUN
cana-6193	74	15	as	as	ADP
cana-6193	74	16	a	a	DET
cana-6193	74	17	strategic	strategic	ADJ
cana-6193	74	18	partner	partner	NOUN
cana-6193	74	19	and	and	CCONJ
cana-6193	74	20	influencer	influencer	NOUN
cana-6193	74	21	within	within	ADP
cana-6193	74	22	organizations	organization	NOUN
cana-6193	74	23	.	.	PUNCT
cana-6193	75	1	where	where	SCONJ
cana-6193	75	2	business	business	NOUN
cana-6193	75	3	planning	planning	NOUN
cana-6193	75	4	,	,	PUNCT
cana-6193	75	5	task	task	NOUN
cana-6193	75	6	and	and	CCONJ
cana-6193	75	7	action	action	NOUN
cana-6193	75	8	management	management	NOUN
cana-6193	75	9	,	,	PUNCT
cana-6193	75	10	long	long	ADJ
cana-6193	75	11	term	term	NOUN
cana-6193	75	12	decisions	decision	NOUN
cana-6193	75	13	,	,	PUNCT
cana-6193	75	14	and	and	CCONJ
cana-6193	75	15	various	various	ADJ
cana-6193	75	16	collaboration	collaboration	NOUN
cana-6193	75	17	take	take	VERB
cana-6193	75	18	place.by	place.by	PROPN
cana-6193	75	19	harnessing	harness	VERB
cana-6193	75	20	industries	industry	NOUN
cana-6193	75	21	they	they	PRON
cana-6193	75	22	can	can	AUX
cana-6193	75	23	achieve	achieve	VERB
cana-6193	75	24	and	and	CCONJ
cana-6193	75	25	improve	improve	VERB
cana-6193	75	26	forecast	forecast	NOUN
cana-6193	75	27	precision	precision	NOUN
cana-6193	75	28	,	,	PUNCT
cana-6193	75	29	streamline	streamline	VERB
cana-6193	75	30	resource	resource	NOUN
cana-6193	75	31	allocation	allocation	NOUN
cana-6193	75	32	,	,	PUNCT
cana-6193	75	33	pinpoint	pinpoint	VERB
cana-6193	75	34	potential	potential	ADJ
cana-6193	75	35	risks	risk	NOUN
cana-6193	75	36	,	,	PUNCT
cana-6193	75	37	automate	automate	ADJ
cana-6193	75	38	repetitive	repetitive	ADJ
cana-6193	75	39	tasks	task	NOUN
cana-6193	75	40	.	.	PUNCT
cana-6193	76	1	data.the	data.the	DET
cana-6193	76	2	use	use	NOUN
cana-6193	76	3	of	of	ADP
cana-6193	76	4	these	these	DET
cana-6193	76	5	analytics	analytic	NOUN
cana-6193	76	6	also	also	ADV
cana-6193	76	7	improves	improve	VERB
cana-6193	76	8	the	the	DET
cana-6193	76	9	accuracy	accuracy	NOUN
cana-6193	76	10	of	of	ADP
cana-6193	76	11	financial	financial	ADJ
cana-6193	76	12	planning	planning	NOUN
cana-6193	76	13	and	and	CCONJ
cana-6193	76	14	forecasting	forecasting	NOUN
cana-6193	76	15	,	,	PUNCT
cana-6193	76	16	which	which	PRON
cana-6193	76	17	facilitates	facilitate	VERB
cana-6193	76	18	better	well	ADJ
cana-6193	76	19	organizational	organizational	ADJ
cana-6193	76	20	decisionmaking	decisionmaking	NOUN
cana-6193	76	21	and	and	CCONJ
cana-6193	76	22	includes	include	VERB
cana-6193	76	23	improved	improved	ADJ
cana-6193	76	24	forecasting	forecasting	NOUN
cana-6193	76	25	,	,	PUNCT
cana-6193	76	26	enhanced	enhance	VERB
cana-6193	76	27	data	data	NOUN
cana-6193	76	28	-	-	PUNCT
cana-6193	76	29	driven	drive	VERB
cana-6193	76	30	decision	decision	NOUN
cana-6193	76	31	-	-	PUNCT
cana-6193	76	32	making	making	NOUN
cana-6193	76	33	,	,	PUNCT
cana-6193	76	34	and	and	CCONJ
cana-6193	76	35	the	the	DET
cana-6193	76	36	ability	ability	NOUN
cana-6193	76	37	to	to	PART
cana-6193	76	38	analyse	analyse	VERB
cana-6193	76	39	large	large	ADJ
cana-6193	76	40	volumes	volume	NOUN
cana-6193	76	41	which	which	PRON
cana-6193	76	42	helps	help	VERB
cana-6193	76	43	in	in	ADP
cana-6193	76	44	accurate	accurate	ADJ
cana-6193	76	45	predictions	prediction	NOUN
cana-6193	76	46	.	.	PUNCT
cana-6193	77	1	references	reference	NOUN
cana-6193	77	2	1	1	NUM
cana-6193	77	3	.	.	PUNCT
cana-6193	77	4	jane	jane	NOUN
cana-6193	77	5	doe	doe	PROPN
cana-6193	77	6	,	,	PUNCT
cana-6193	77	7	advanced	advanced	ADJ
cana-6193	77	8	analytics	analytic	NOUN
cana-6193	77	9	driven	drive	VERB
cana-6193	77	10	financial	financial	ADJ
cana-6193	77	11	management	management	NOUN
cana-6193	77	12	:	:	PUNCT
cana-6193	77	13	an	an	DET
cana-6193	77	14	innovative	innovative	ADJ
cana-6193	77	15	approach	approach	NOUN
cana-6193	77	16	to	to	ADP
cana-6193	77	17	financial	financial	ADJ
cana-6193	77	18	planning	planning	NOUN
cana-6193	77	19	&	&	CCONJ
cana-6193	77	20	analysis	analysis	NOUN
cana-6193	77	21	2	2	NUM
cana-6193	77	22	.	.	X
cana-6193	77	23	bennett	bennett	PROPN
cana-6193	77	24	,	,	PUNCT
cana-6193	77	25	mark	mark	PROPN
cana-6193	77	26	j.	j.	PROPN
cana-6193	77	27	,	,	PUNCT
cana-6193	77	28	et	et	PROPN
cana-6193	77	29	al	al	PROPN
cana-6193	77	30	2016.financial	2016.financial	PROPN
cana-6193	77	31	analytics	analytic	NOUN
cana-6193	77	32	with	with	ADP
cana-6193	77	33	r	r	NOUN
cana-6193	77	34	:	:	PUNCT
cana-6193	77	35	building	build	VERB
cana-6193	77	36	a	a	DET
cana-6193	77	37	laptop	laptop	NOUN
cana-6193	77	38	laboratory	laboratory	NOUN
cana-6193	77	39	for	for	ADP
cana-6193	77	40	data	data	NOUN
cana-6193	77	41	science	science	NOUN
cana-6193	77	42	.	.	PUNCT
cana-6193	78	1	cambridge	cambridge	PROPN
cana-6193	78	2	:	:	PUNCT
cana-6193	78	3	cambridge	cambridge	PROPN
cana-6193	78	4	university	university	PROPN
cana-6193	78	5	press	press	NOUN
cana-6193	78	6	.	.	PUNCT
cana-6193	79	1	3	3	X
cana-6193	79	2	.	.	X
cana-6193	79	3	w.	w.	PROPN
cana-6193	79	4	james	james	PROPN
cana-6193	79	5	murdoch	murdoch	PROPN
cana-6193	79	6	et	et	PROPN
cana-6193	79	7	al	al	PROPN
cana-6193	79	8	.	.	PROPN
cana-6193	79	9	,	,	PUNCT
cana-6193	79	10	“	"	PUNCT
cana-6193	79	11	interpretable	interpretable	ADJ
cana-6193	79	12	machine	machine	NOUN
cana-6193	79	13	learning	learning	NOUN
cana-6193	79	14	:	:	PUNCT
cana-6193	80	1	definitions	definition	NOUN
cana-6193	80	2	,	,	PUNCT
cana-6193	80	3	methods	method	NOUN
cana-6193	80	4	,	,	PUNCT
cana-6193	80	5	and	and	CCONJ
cana-6193	80	6	applications	application	NOUN
cana-6193	80	7	,	,	PUNCT
cana-6193	80	8	”	"	PUNCT
cana-6193	80	9	pnas	pnas	PROPN
cana-6193	80	10	nexus	nexus	NOUN
cana-6193	80	11	.	.	PUNCT
cana-6193	81	1	4	4	X
cana-6193	81	2	.	.	X
cana-6193	81	3	oesterreich	oesterreich	PROPN
cana-6193	81	4	,	,	PUNCT
cana-6193	81	5	thuy	thuy	PROPN
cana-6193	81	6	duon	duon	NOUN
cana-6193	81	7	et	et	PROPN
cana-6193	81	8	al	al	PROPN
cana-6193	81	9	.	.	PROPN
cana-6193	81	10	,	,	PUNCT
cana-6193	81	11	“	"	PUNCT
cana-6193	81	12	the	the	DET
cana-6193	81	13	controlling	control	VERB
cana-6193	81	14	profession	profession	NOUN
cana-6193	81	15	in	in	ADP
cana-6193	81	16	the	the	DET
cana-6193	81	17	digital	digital	ADJ
cana-6193	81	18	age	age	NOUN
cana-6193	81	19	:	:	PUNCT
cana-6193	81	20	understanding	understand	VERB
cana-6193	81	21	the	the	DET
cana-6193	81	22	impact	impact	NOUN
cana-6193	81	23	of	of	ADP
cana-6193	81	24	digitization	digitization	NOUN
cana-6193	81	25	on	on	ADP
cana-6193	81	26	the	the	DET
cana-6193	81	27	controller	controller	NOUN
cana-6193	81	28	's	's	PART
cana-6193	81	29	job	job	NOUN
cana-6193	81	30	roles	role	NOUN
cana-6193	81	31	,	,	PUNCT
cana-6193	81	32	skills	skill	NOUN
cana-6193	81	33	and	and	CCONJ
cana-6193	81	34	competences	competence	NOUN
cana-6193	81	35	,	,	PUNCT
cana-6193	81	36	”	"	PUNCT
cana-6193	81	37	international	international	ADJ
cana-6193	81	38	journal	journal	NOUN
cana-6193	81	39	of	of	ADP
cana-6193	81	40	accounting	accounting	NOUN
cana-6193	81	41	information	information	NOUN
cana-6193	81	42	systems	system	NOUN
cana-6193	81	43	,	,	PUNCT
cana-6193	81	44	vol	vol	NOUN
cana-6193	81	45	.	.	PROPN
cana-6193	81	46	35	35	NUM
cana-6193	81	47	,	,	PUNCT
cana-6193	81	48	no	no	INTJ
cana-6193	81	49	.	.	PUNCT
cana-6193	82	1	c	c	X
cana-6193	82	2	,	,	PUNCT
cana-6193	82	3	2019	2019	NUM
cana-6193	82	4	.	.	PUNCT
cana-6193	83	1	5	5	NUM
cana-6193	83	2	.	.	X
cana-6193	83	3	nitin	nitin	PROPN
cana-6193	83	4	prajapati	prajapati	PROPN
cana-6193	83	5	,	,	PUNCT
cana-6193	83	6	influence	influence	NOUN
cana-6193	83	7	of	of	ADP
cana-6193	83	8	ai	ai	NOUN
cana-6193	83	9	and	and	CCONJ
cana-6193	83	10	machine	machine	NOUN
cana-6193	83	11	learning	learn	VERB
cana-6193	83	12	in	in	ADP
cana-6193	83	13	insurance	insurance	NOUN
cana-6193	83	14	sector	sector	NOUN
cana-6193	83	15	,	,	PUNCT
cana-6193	83	16	pp	pp	ADV
cana-6193	83	17	.	.	PUNCT
cana-6193	84	1	1	1	NUM
cana-6193	84	2	-	-	SYM
cana-6193	84	3	10	10	NUM
cana-6193	84	4	,	,	PUNCT
cana-6193	84	5	2021	2021	NUM
cana-6193	84	6	.	.	PUNCT
cana-6193	85	1	communications	communication	NOUN
cana-6193	85	2	on	on	ADP
cana-6193	85	3	applied	apply	VERB
cana-6193	85	4	nonlinear	nonlinear	ADJ
cana-6193	85	5	analysis	analysis	NOUN
cana-6193	85	6	issn	issn	NOUN
cana-6193	85	7	:	:	PUNCT
cana-6193	85	8	1074	1074	NUM
cana-6193	85	9	-	-	PUNCT
cana-6193	85	10	133x	133x	NUM
cana-6193	85	11	vol	vol	NOUN
cana-6193	85	12	32	32	NUM
cana-6193	85	13	no	no	NOUN
cana-6193	85	14	.	.	NOUN
cana-6193	85	15	1	1	NUM
cana-6193	85	16	(	(	PUNCT
cana-6193	85	17	2025	2025	NUM
cana-6193	85	18	)	)	PUNCT
cana-6193	85	19	759	759	NUM
cana-6193	85	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-6193	85	21	6	6	NUM
cana-6193	85	22	.	.	PUNCT
cana-6193	85	23	matt	matt	PROPN
cana-6193	85	24	taddy	taddy	PROPN
cana-6193	85	25	,	,	PUNCT
cana-6193	85	26	business	business	NOUN
cana-6193	85	27	data	datum	NOUN
cana-6193	85	28	science	science	NOUN
cana-6193	85	29	:	:	PUNCT
cana-6193	85	30	combining	combine	VERB
cana-6193	85	31	machine	machine	NOUN
cana-6193	85	32	learning	learning	NOUN
cana-6193	85	33	and	and	CCONJ
cana-6193	85	34	economics	economic	NOUN
cana-6193	85	35	to	to	PART
cana-6193	85	36	optimize	optimize	VERB
cana-6193	85	37	,	,	PUNCT
cana-6193	85	38	automate	automate	ADJ
cana-6193	85	39	,	,	PUNCT
cana-6193	85	40	and	and	CCONJ
cana-6193	85	41	accelerate	accelerate	VERB
cana-6193	85	42	business	business	NOUN
cana-6193	85	43	decisions	decision	NOUN
cana-6193	85	44	,	,	PUNCT
cana-6193	85	45	mcgraw	mcgraw	NOUN
cana-6193	85	46	-	-	PUNCT
cana-6193	85	47	hill	hill	NOUN
cana-6193	85	48	education	education	NOUN
cana-6193	85	49	,	,	PUNCT
cana-6193	85	50	2019	2019	NUM
cana-6193	85	51	.	.	PUNCT
cana-6193	86	1	7	7	X
cana-6193	86	2	.	.	X
cana-6193	86	3	richard	richard	PROPN
cana-6193	86	4	brealey	brealey	PROPN
cana-6193	86	5	,	,	PUNCT
cana-6193	86	6	stewart	stewart	PROPN
cana-6193	86	7	myers	myers	PROPN
cana-6193	86	8	,	,	PUNCT
cana-6193	86	9	et	et	PROPN
cana-6193	86	10	al	al	PROPN
cana-6193	86	11	,	,	PUNCT
cana-6193	86	12	principles	principle	NOUN
cana-6193	86	13	of	of	ADP
cana-6193	86	14	corporate	corporate	ADJ
cana-6193	86	15	finance	finance	NOUN
cana-6193	86	16	,	,	PUNCT
cana-6193	86	17	13th	13th	NOUN
cana-6193	86	18	edition	edition	NOUN
cana-6193	86	19	,	,	PUNCT
cana-6193	86	20	mcgraw	mcgraw	PROPN
cana-6193	86	21	-	-	PUNCT
cana-6193	86	22	hill	hill	NOUN
cana-6193	86	23	education	education	NOUN
cana-6193	86	24	.	.	PUNCT
cana-6193	87	1	8	8	X
cana-6193	87	2	.	.	X
cana-6193	87	3	https://www.afponline.org/training-resources/resources/survey-research-economicdata/details/fpabenchmarking	https://www.afponline.org/training-resources/resources/survey-research-economicdata/details/fpabenchmarke	VERB
cana-6193	87	4	9	9	NUM
cana-6193	87	5	.	.	PUNCT
cana-6193	87	6	foster	foster	ADJ
cana-6193	87	7	provost	provost	NOUN
cana-6193	87	8	,	,	PUNCT
cana-6193	87	9	and	and	CCONJ
cana-6193	87	10	tom	tom	PROPN
cana-6193	87	11	fawcett	fawcett	PROPN
cana-6193	87	12	,	,	PUNCT
cana-6193	87	13	data	datum	NOUN
cana-6193	87	14	science	science	NOUN
cana-6193	87	15	for	for	ADP
cana-6193	87	16	business	business	NOUN
cana-6193	87	17	:	:	PUNCT
cana-6193	87	18	what	what	PRON
cana-6193	87	19	you	you	PRON
cana-6193	87	20	need	need	VERB
cana-6193	87	21	to	to	PART
cana-6193	87	22	know	know	VERB
cana-6193	87	23	about	about	ADP
cana-6193	87	24	data	datum	NOUN
cana-6193	87	25	mining	mining	NOUN
cana-6193	87	26	and	and	CCONJ
cana-6193	87	27	data	datum	NOUN
cana-6193	87	28	-	-	PUNCT
cana-6193	87	29	analytic	analytic	ADJ
cana-6193	87	30	thinking	thinking	NOUN
cana-6193	87	31	.	.	PUNCT
cana-6193	88	1	o'reilly	o'reilly	PROPN
cana-6193	88	2	media	media	PROPN
cana-6193	88	3	,	,	PUNCT
cana-6193	88	4	inc	inc	PROPN
cana-6193	88	5	,	,	PUNCT
cana-6193	88	6	2021	2021	NUM
cana-6193	88	7	10	10	NUM
cana-6193	88	8	.	.	PUNCT
cana-6193	89	1	gray	gray	ADJ
cana-6193	89	2	,	,	PUNCT
cana-6193	89	3	g.	g.	PROPN
cana-6193	89	4	l.	l.	PROPN
cana-6193	89	5	,	,	PUNCT
cana-6193	89	6	and	and	CCONJ
cana-6193	89	7	alles	alle	NOUN
cana-6193	89	8	,	,	PUNCT
cana-6193	89	9	m	m	VERB
cana-6193	89	10	.et	.et	NUM
cana-6193	90	1	al	al	PROPN
cana-6193	90	2	fracking	fracke	VERB
cana-6193	90	3	strategy	strategy	NOUN
cana-6193	90	4	:	:	PUNCT
cana-6193	90	5	why	why	SCONJ
cana-6193	90	6	management	management	NOUN
cana-6193	90	7	accountants	accountant	NOUN
cana-6193	90	8	need	need	VERB
cana-6193	90	9	it	it	PRON
cana-6193	90	10	,	,	PUNCT
cana-6193	90	11	management	management	NOUN
cana-6193	90	12	accounting	account	VERB
cana-6193	90	13	quarterly	quarterly	ADV
cana-6193	90	14	2015	2015	NUM
cana-6193	90	15	11	11	NUM
cana-6193	90	16	.	.	PUNCT
cana-6193	91	1	ain	ain	PROPN
cana-6193	91	2	,	,	PUNCT
cana-6193	91	3	n.	n.	NOUN
cana-6193	91	4	,	,	PUNCT
cana-6193	91	5	vaia	vaia	PROPN
cana-6193	91	6	,	,	PUNCT
cana-6193	91	7	g.	g.	PROPN
cana-6193	91	8	,	,	PUNCT
cana-6193	91	9	et	et	PROPN
cana-6193	91	10	al	al	PROPN
cana-6193	91	11	(	(	PUNCT
cana-6193	91	12	2019	2019	NUM
cana-6193	91	13	)	)	PUNCT
cana-6193	91	14	.	.	PUNCT
cana-6193	92	1	two	two	NUM
cana-6193	92	2	decades	decade	NOUN
cana-6193	92	3	of	of	ADP
cana-6193	92	4	research	research	NOUN
cana-6193	92	5	on	on	ADP
cana-6193	92	6	business	business	NOUN
cana-6193	92	7	intelligence	intelligence	NOUN
cana-6193	92	8	system	system	NOUN
cana-6193	92	9	adoption	adoption	NOUN
cana-6193	92	10	,	,	PUNCT
cana-6193	92	11	utilization	utilization	NOUN
cana-6193	92	12	and	and	CCONJ
cana-6193	92	13	success	success	NOUN
cana-6193	92	14	–	–	PUNCT
cana-6193	92	15	a	a	DET
cana-6193	92	16	systematic	systematic	ADJ
cana-6193	92	17	literature	literature	NOUN
cana-6193	92	18	review	review	NOUN
cana-6193	92	19	.	.	PUNCT
cana-6193	93	1	decision	decision	NOUN
cana-6193	93	2	support	support	NOUN
cana-6193	93	3	systems	system	NOUN
cana-6193	93	4	,	,	PUNCT
cana-6193	93	5	125	125	NUM
cana-6193	93	6	,	,	PUNCT
cana-6193	93	7	113113	113113	NUM
cana-6193	93	8	.	.	PUNCT
cana-6193	94	1	https://doi.org/10.1016/j.dss.2019.113113	https://doi.org/10.1016/j.dss.2019.113113	PROPN
cana-6193	94	2	https://www.afponline.org/training-resources/resources/survey-research-economic-data/details/fpabenchmarking	https://www.afponline.org/training-resources/resources/survey-research-economic-data/details/fpabenchmarke	VERB
cana-6193	94	3	https://www.afponline.org/training-resources/resources/survey-research-economic-data/details/fpabenchmarking	https://www.afponline.org/training-resources/resources/survey-research-economic-data/details/fpabenchmarke	VERB