id	sid	tid	token	lemma	pos
sc-1097	1	1	bike	bike	NOUN
sc-1097	1	2	-	-	PUNCT
sc-1097	1	3	sharing	share	VERB
sc-1097	1	4	mobility	mobility	NOUN
sc-1097	1	5	patterns	pattern	NOUN
sc-1097	1	6	:	:	PUNCT
sc-1097	1	7	a	a	DET
sc-1097	1	8	data	data	NOUN
sc-1097	1	9	-	-	PUNCT
sc-1097	1	10	driven	drive	VERB
sc-1097	1	11	analysis	analysis	NOUN
sc-1097	1	12	for	for	ADP
sc-1097	1	13	the	the	DET
sc-1097	1	14	city	city	NOUN
sc-1097	1	15	of	of	ADP
sc-1097	1	16	lisbon	lisbon	PROPN
sc-1097	1	17	eai	eai	PROPN
sc-1097	1	18	endorsed	endorse	VERB
sc-1097	1	19	transactions	transaction	NOUN
sc-1097	1	20	on	on	ADP
sc-1097	1	21	smart	smart	ADJ
sc-1097	1	22	cities	city	NOUN
sc-1097	1	23	research	research	NOUN
sc-1097	1	24	article	article	NOUN
sc-1097	1	25	1	1	NUM
sc-1097	1	26	bike	bike	NOUN
sc-1097	1	27	-	-	PUNCT
sc-1097	1	28	sharing	share	VERB
sc-1097	1	29	mobility	mobility	NOUN
sc-1097	1	30	patterns	pattern	NOUN
sc-1097	1	31	:	:	PUNCT
sc-1097	1	32	a	a	DET
sc-1097	1	33	data	data	NOUN
sc-1097	1	34	-	-	PUNCT
sc-1097	1	35	driven	drive	VERB
sc-1097	1	36	analysis	analysis	NOUN
sc-1097	1	37	for	for	ADP
sc-1097	1	38	the	the	DET
sc-1097	1	39	city	city	NOUN
sc-1097	1	40	of	of	ADP
sc-1097	1	41	lisbon	lisbon	PROPN
sc-1097	1	42	vitória	vitória	PROPN
sc-1097	1	43	albuquerque1	albuquerque1	PROPN
sc-1097	1	44	,	,	PUNCT
sc-1097	1	45	francisco	francisco	PROPN
sc-1097	1	46	andrade2	andrade2	PROPN
sc-1097	1	47	,	,	PUNCT
sc-1097	1	48	joão	joão	PROPN
sc-1097	1	49	carlos	carlos	PROPN
sc-1097	1	50	ferreira2,3	ferreira2,3	PROPN
sc-1097	1	51	,	,	PUNCT
sc-1097	1	52	*	*	PROPN
sc-1097	1	53	,	,	PUNCT
sc-1097	1	54	miguel	miguel	PROPN
sc-1097	1	55	sales	sales	PROPN
sc-1097	1	56	dias1,2	dias1,2	PROPN
sc-1097	1	57	and	and	CCONJ
sc-1097	1	58	fernando	fernando	NOUN
sc-1097	1	59	bacao1	bacao1	X
sc-1097	2	1	1nova	1nova	NUM
sc-1097	2	2	information	information	NOUN
sc-1097	2	3	management	management	NOUN
sc-1097	2	4	school	school	NOUN
sc-1097	2	5	(	(	PUNCT
sc-1097	2	6	nova	nova	PROPN
sc-1097	2	7	ims	ims	PROPN
sc-1097	2	8	)	)	PUNCT
sc-1097	2	9	,	,	PUNCT
sc-1097	2	10	universidade	universidade	PROPN
sc-1097	2	11	nova	nova	PROPN
sc-1097	2	12	de	de	PROPN
sc-1097	2	13	lisboa	lisboa	PROPN
sc-1097	2	14	,	,	PUNCT
sc-1097	2	15	campus	campus	NOUN
sc-1097	2	16	de	de	X
sc-1097	2	17	campolide	campolide	NOUN
sc-1097	2	18	,	,	PUNCT
sc-1097	2	19	1070	1070	NUM
sc-1097	2	20	-	-	SYM
sc-1097	2	21	312	312	NUM
sc-1097	2	22	lisboa	lisboa	NOUN
sc-1097	2	23	,	,	PUNCT
sc-1097	2	24	portugal	portugal	PROPN
sc-1097	2	25	2instituto	2instituto	NUM
sc-1097	2	26	universitário	universitário	X
sc-1097	2	27	de	de	PROPN
sc-1097	2	28	lisboa	lisboa	PROPN
sc-1097	2	29	(	(	PUNCT
sc-1097	2	30	iscte	iscte	NOUN
sc-1097	2	31	-	-	PUNCT
sc-1097	2	32	iul	iul	NOUN
sc-1097	2	33	)	)	PUNCT
sc-1097	2	34	,	,	PUNCT
sc-1097	2	35	istar	istar	PROPN
sc-1097	2	36	,	,	PUNCT
sc-1097	2	37	1649	1649	NUM
sc-1097	2	38	-	-	SYM
sc-1097	2	39	026	026	NUM
sc-1097	2	40	lisboa	lisboa	PROPN
sc-1097	2	41	,	,	PUNCT
sc-1097	2	42	portugal	portugal	PROPN
sc-1097	2	43	3inov	3inov	NUM
sc-1097	2	44	inesc	inesc	NOUN
sc-1097	2	45	inovação	inovação	PROPN
sc-1097	2	46	—	—	PUNCT
sc-1097	2	47	instituto	instituto	PROPN
sc-1097	2	48	de	de	PROPN
sc-1097	2	49	novas	novas	PROPN
sc-1097	2	50	tecnologias	tecnologias	PROPN
sc-1097	2	51	,	,	PUNCT
sc-1097	2	52	1000	1000	NUM
sc-1097	2	53	-	-	PUNCT
sc-1097	2	54	029	029	NUM
sc-1097	2	55	lisbon	lisbon	PROPN
sc-1097	2	56	,	,	PUNCT
sc-1097	2	57	portugal	portugal	PROPN
sc-1097	2	58	abstract	abstract	ADJ
sc-1097	2	59	new	new	ADJ
sc-1097	2	60	technologies	technology	NOUN
sc-1097	2	61	applied	apply	VERB
sc-1097	2	62	to	to	ADP
sc-1097	2	63	transportation	transportation	NOUN
sc-1097	2	64	services	service	NOUN
sc-1097	2	65	in	in	ADP
sc-1097	2	66	the	the	DET
sc-1097	2	67	city	city	NOUN
sc-1097	2	68	,	,	PUNCT
sc-1097	2	69	enable	enable	VERB
sc-1097	2	70	the	the	DET
sc-1097	2	71	shift	shift	NOUN
sc-1097	2	72	to	to	ADP
sc-1097	2	73	sustainable	sustainable	ADJ
sc-1097	2	74	transportation	transportation	NOUN
sc-1097	2	75	modes	mode	NOUN
sc-1097	2	76	making	make	VERB
sc-1097	2	77	bike	bike	NOUN
sc-1097	2	78	-	-	PUNCT
sc-1097	2	79	sharing	share	VERB
sc-1097	2	80	systems	system	NOUN
sc-1097	2	81	(	(	PUNCT
sc-1097	2	82	bss	bss	NOUN
sc-1097	2	83	)	)	PUNCT
sc-1097	2	84	more	more	ADV
sc-1097	2	85	popular	popular	ADJ
sc-1097	2	86	in	in	ADP
sc-1097	2	87	the	the	DET
sc-1097	2	88	urban	urban	ADJ
sc-1097	2	89	mobility	mobility	PROPN
sc-1097	2	90	scenario	scenario	PROPN
sc-1097	2	91	.	.	PUNCT
sc-1097	3	1	this	this	DET
sc-1097	3	2	study	study	NOUN
sc-1097	3	3	focuses	focus	VERB
sc-1097	3	4	on	on	ADP
sc-1097	3	5	understanding	understand	VERB
sc-1097	3	6	the	the	DET
sc-1097	3	7	spatiotemporal	spatiotemporal	ADJ
sc-1097	3	8	station	station	NOUN
sc-1097	3	9	and	and	CCONJ
sc-1097	3	10	trip	trip	NOUN
sc-1097	3	11	activity	activity	NOUN
sc-1097	3	12	patterns	pattern	NOUN
sc-1097	3	13	in	in	ADP
sc-1097	3	14	the	the	DET
sc-1097	3	15	lisbon	lisbon	PROPN
sc-1097	3	16	bss	bss	PROPN
sc-1097	3	17	,	,	PUNCT
sc-1097	3	18	based	base	VERB
sc-1097	3	19	in	in	ADP
sc-1097	3	20	2018	2018	NUM
sc-1097	3	21	data	datum	NOUN
sc-1097	3	22	taken	take	VERB
sc-1097	3	23	as	as	ADP
sc-1097	3	24	the	the	DET
sc-1097	3	25	baseline	baseline	NOUN
sc-1097	3	26	,	,	PUNCT
sc-1097	3	27	and	and	CCONJ
sc-1097	3	28	understand	understand	VERB
sc-1097	3	29	trip	trip	NOUN
sc-1097	3	30	rate	rate	NOUN
sc-1097	3	31	changes	change	NOUN
sc-1097	3	32	in	in	ADP
sc-1097	3	33	such	such	ADJ
sc-1097	3	34	system	system	NOUN
sc-1097	3	35	,	,	PUNCT
sc-1097	3	36	that	that	PRON
sc-1097	3	37	happened	happen	VERB
sc-1097	3	38	in	in	ADP
sc-1097	3	39	the	the	DET
sc-1097	3	40	following	following	ADJ
sc-1097	3	41	years	year	NOUN
sc-1097	3	42	of	of	ADP
sc-1097	3	43	2019	2019	NUM
sc-1097	3	44	and	and	CCONJ
sc-1097	3	45	2020	2020	NUM
sc-1097	3	46	.	.	PUNCT
sc-1097	4	1	furthermore	furthermore	ADV
sc-1097	4	2	,	,	PUNCT
sc-1097	4	3	our	our	PRON
sc-1097	4	4	paper	paper	NOUN
sc-1097	4	5	aims	aim	VERB
sc-1097	4	6	to	to	PART
sc-1097	4	7	understand	understand	VERB
sc-1097	4	8	the	the	DET
sc-1097	4	9	covid-19	covid-19	PROPN
sc-1097	4	10	pandemic	pandemic	ADJ
sc-1097	4	11	impact	impact	NOUN
sc-1097	4	12	in	in	ADP
sc-1097	4	13	bss	bss	NOUN
sc-1097	4	14	mobility	mobility	NOUN
sc-1097	4	15	patterns	pattern	NOUN
sc-1097	4	16	.	.	PUNCT
sc-1097	5	1	in	in	ADP
sc-1097	5	2	this	this	DET
sc-1097	5	3	paper	paper	NOUN
sc-1097	5	4	,	,	PUNCT
sc-1097	5	5	we	we	PRON
sc-1097	5	6	analyzed	analyze	VERB
sc-1097	5	7	large	large	ADJ
sc-1097	5	8	datasets	dataset	NOUN
sc-1097	5	9	adopting	adopt	VERB
sc-1097	5	10	a	a	DET
sc-1097	5	11	crisp	crisp	ADJ
sc-1097	5	12	-	-	PUNCT
sc-1097	5	13	dm	dm	NOUN
sc-1097	5	14	data	data	NOUN
sc-1097	5	15	mining	mining	NOUN
sc-1097	5	16	method	method	NOUN
sc-1097	5	17	.	.	PUNCT
sc-1097	6	1	by	by	ADP
sc-1097	6	2	studying	study	VERB
sc-1097	6	3	and	and	CCONJ
sc-1097	6	4	identifying	identify	VERB
sc-1097	6	5	spatiotemporal	spatiotemporal	ADJ
sc-1097	6	6	distribution	distribution	NOUN
sc-1097	6	7	of	of	ADP
sc-1097	6	8	trips	trip	NOUN
sc-1097	6	9	through	through	ADP
sc-1097	6	10	stations	station	NOUN
sc-1097	6	11	,	,	PUNCT
sc-1097	6	12	combined	combine	VERB
sc-1097	6	13	with	with	ADP
sc-1097	6	14	weather	weather	NOUN
sc-1097	6	15	factors	factor	NOUN
sc-1097	6	16	,	,	PUNCT
sc-1097	6	17	we	we	PRON
sc-1097	6	18	looked	look	VERB
sc-1097	6	19	at	at	ADP
sc-1097	6	20	bss	bss	PROPN
sc-1097	6	21	improvements	improvement	NOUN
sc-1097	6	22	more	more	ADV
sc-1097	6	23	suitable	suitable	ADJ
sc-1097	6	24	to	to	ADP
sc-1097	6	25	accommodate	accommodate	VERB
sc-1097	6	26	users	user	NOUN
sc-1097	6	27	’	'	PUNCT
sc-1097	6	28	demand	demand	NOUN
sc-1097	6	29	.	.	PUNCT
sc-1097	7	1	our	our	PRON
sc-1097	7	2	major	major	ADJ
sc-1097	7	3	contribution	contribution	NOUN
sc-1097	7	4	was	be	AUX
sc-1097	7	5	a	a	DET
sc-1097	7	6	new	new	ADJ
sc-1097	7	7	insight	insight	NOUN
sc-1097	7	8	on	on	ADP
sc-1097	7	9	how	how	SCONJ
sc-1097	7	10	people	people	NOUN
sc-1097	7	11	move	move	VERB
sc-1097	7	12	in	in	ADP
sc-1097	7	13	the	the	DET
sc-1097	7	14	city	city	NOUN
sc-1097	7	15	using	use	VERB
sc-1097	7	16	bikes	bike	NOUN
sc-1097	7	17	,	,	PUNCT
sc-1097	7	18	via	via	ADP
sc-1097	7	19	a	a	DET
sc-1097	7	20	data	data	NOUN
sc-1097	7	21	science	science	NOUN
sc-1097	7	22	approach	approach	NOUN
sc-1097	7	23	using	use	VERB
sc-1097	7	24	bss	bss	PROPN
sc-1097	7	25	network	network	NOUN
sc-1097	7	26	usage	usage	NOUN
sc-1097	7	27	data	datum	NOUN
sc-1097	7	28	.	.	PUNCT
sc-1097	8	1	major	major	ADJ
sc-1097	8	2	findings	finding	NOUN
sc-1097	8	3	show	show	VERB
sc-1097	8	4	that	that	SCONJ
sc-1097	8	5	most	most	ADJ
sc-1097	8	6	bike	bike	NOUN
sc-1097	8	7	trips	trip	NOUN
sc-1097	8	8	occur	occur	VERB
sc-1097	8	9	on	on	ADP
sc-1097	8	10	weekdays	weekday	NOUN
sc-1097	8	11	,	,	PUNCT
sc-1097	8	12	with	with	ADP
sc-1097	8	13	no	no	DET
sc-1097	8	14	precipitation	precipitation	NOUN
sc-1097	8	15	,	,	PUNCT
sc-1097	8	16	and	and	CCONJ
sc-1097	8	17	we	we	PRON
sc-1097	8	18	observed	observe	VERB
sc-1097	8	19	a	a	DET
sc-1097	8	20	substantial	substantial	ADJ
sc-1097	8	21	growth	growth	NOUN
sc-1097	8	22	of	of	ADP
sc-1097	8	23	trip	trip	NOUN
sc-1097	8	24	count	count	NOUN
sc-1097	8	25	,	,	PUNCT
sc-1097	8	26	during	during	ADP
sc-1097	8	27	the	the	DET
sc-1097	8	28	observed	observe	VERB
sc-1097	8	29	time	time	NOUN
sc-1097	8	30	frame	frame	NOUN
sc-1097	8	31	,	,	PUNCT
sc-1097	8	32	although	although	SCONJ
sc-1097	8	33	cut	cut	VERB
sc-1097	8	34	short	short	ADJ
sc-1097	8	35	by	by	ADP
sc-1097	8	36	the	the	DET
sc-1097	8	37	pandemic	pandemic	NOUN
sc-1097	8	38	.	.	PUNCT
sc-1097	9	1	we	we	PRON
sc-1097	9	2	believe	believe	VERB
sc-1097	9	3	that	that	SCONJ
sc-1097	9	4	our	our	PRON
sc-1097	9	5	approach	approach	NOUN
sc-1097	9	6	can	can	AUX
sc-1097	9	7	be	be	AUX
sc-1097	9	8	applied	apply	VERB
sc-1097	9	9	to	to	ADP
sc-1097	9	10	any	any	DET
sc-1097	9	11	city	city	NOUN
sc-1097	9	12	with	with	ADP
sc-1097	9	13	available	available	ADJ
sc-1097	9	14	urban	urban	ADJ
sc-1097	9	15	mobility	mobility	NOUN
sc-1097	9	16	data	datum	NOUN
sc-1097	9	17	.	.	PUNCT
sc-1097	10	1	keywords	keyword	NOUN
sc-1097	10	2	:	:	PUNCT
sc-1097	10	3	bike	bike	NOUN
sc-1097	10	4	-	-	PUNCT
sc-1097	10	5	sharing	share	VERB
sc-1097	10	6	system	system	NOUN
sc-1097	10	7	,	,	PUNCT
sc-1097	10	8	urban	urban	ADJ
sc-1097	10	9	mobility	mobility	NOUN
sc-1097	10	10	patterns	pattern	NOUN
sc-1097	10	11	,	,	PUNCT
sc-1097	10	12	statistical	statistical	ADJ
sc-1097	10	13	analysis	analysis	NOUN
sc-1097	10	14	,	,	PUNCT
sc-1097	10	15	cluster	cluster	NOUN
sc-1097	10	16	analysis	analysis	NOUN
sc-1097	10	17	received	receive	VERB
sc-1097	10	18	on	on	ADP
sc-1097	10	19	22	22	NUM
sc-1097	10	20	april	april	PROPN
sc-1097	10	21	2021	2021	NUM
sc-1097	10	22	,	,	PUNCT
sc-1097	10	23	accepted	accept	VERB
sc-1097	10	24	on	on	ADP
sc-1097	10	25	03	03	NUM
sc-1097	10	26	may	may	PROPN
sc-1097	10	27	2021	2021	NUM
sc-1097	10	28	,	,	PUNCT
sc-1097	10	29	published	publish	VERB
sc-1097	10	30	on	on	ADP
sc-1097	10	31	04	04	NUM
sc-1097	10	32	may	may	AUX
sc-1097	10	33	2021	2021	NUM
sc-1097	10	34	copyright	copyright	NOUN
sc-1097	10	35	©	©	PROPN
sc-1097	10	36	2021	2021	NUM
sc-1097	10	37	vitória	vitória	PROPN
sc-1097	10	38	albuquerque	albuquerque	PROPN
sc-1097	10	39	et	et	PROPN
sc-1097	10	40	al	al	PROPN
sc-1097	10	41	.	.	PROPN
sc-1097	10	42	,	,	PUNCT
sc-1097	10	43	licensed	license	VERB
sc-1097	10	44	to	to	ADP
sc-1097	10	45	eai	eai	PROPN
sc-1097	10	46	.	.	PUNCT
sc-1097	11	1	this	this	PRON
sc-1097	11	2	is	be	AUX
sc-1097	11	3	an	an	DET
sc-1097	11	4	open	open	ADJ
sc-1097	11	5	access	access	NOUN
sc-1097	11	6	article	article	NOUN
sc-1097	11	7	distributed	distribute	VERB
sc-1097	11	8	under	under	ADP
sc-1097	11	9	the	the	DET
sc-1097	11	10	terms	term	NOUN
sc-1097	11	11	of	of	ADP
sc-1097	11	12	the	the	DET
sc-1097	11	13	creative	creative	ADJ
sc-1097	11	14	commons	common	NOUN
sc-1097	11	15	attribution	attribution	NOUN
sc-1097	11	16	license	license	NOUN
sc-1097	11	17	,	,	PUNCT
sc-1097	11	18	which	which	PRON
sc-1097	11	19	permits	permit	VERB
sc-1097	11	20	unlimited	unlimited	ADJ
sc-1097	11	21	use	use	NOUN
sc-1097	11	22	,	,	PUNCT
sc-1097	11	23	distribution	distribution	NOUN
sc-1097	11	24	and	and	CCONJ
sc-1097	11	25	reproduction	reproduction	NOUN
sc-1097	11	26	in	in	ADP
sc-1097	11	27	any	any	DET
sc-1097	11	28	medium	medium	NOUN
sc-1097	11	29	so	so	ADV
sc-1097	11	30	long	long	ADV
sc-1097	11	31	as	as	SCONJ
sc-1097	11	32	the	the	DET
sc-1097	11	33	original	original	ADJ
sc-1097	11	34	work	work	NOUN
sc-1097	11	35	is	be	AUX
sc-1097	11	36	properly	properly	ADV
sc-1097	11	37	cited	cite	VERB
sc-1097	11	38	.	.	PUNCT
sc-1097	12	1	doi	doi	NOUN
sc-1097	12	2	:	:	PUNCT
sc-1097	12	3	10.4108	10.4108	NUM
sc-1097	12	4	/	/	SYM
sc-1097	12	5	eai.4	eai.4	PROPN
sc-1097	12	6	-	-	PUNCT
sc-1097	12	7	5	5	NUM
sc-1097	12	8	-	-	PUNCT
sc-1097	12	9	2021.169580	2021.169580	NUM
sc-1097	12	10	*	*	PUNCT
sc-1097	12	11	corresponding	correspond	VERB
sc-1097	12	12	author	author	NOUN
sc-1097	12	13	.	.	PUNCT
sc-1097	13	1	email	email	NOUN
sc-1097	13	2	:	:	PUNCT
sc-1097	13	3	joao.carlos.ferreira@iscte-iul.pt	joao.carlos.ferreira@iscte-iul.pt	PROPN
sc-1097	13	4	1	1	NUM
sc-1097	13	5	.	.	PUNCT
sc-1097	14	1	introduction	introduction	NOUN
sc-1097	14	2	cities	city	NOUN
sc-1097	14	3	are	be	AUX
sc-1097	14	4	becoming	become	VERB
sc-1097	14	5	more	more	ADV
sc-1097	14	6	predominant	predominant	ADJ
sc-1097	14	7	in	in	ADP
sc-1097	14	8	modern	modern	ADJ
sc-1097	14	9	societies	society	NOUN
sc-1097	14	10	,	,	PUNCT
sc-1097	14	11	and	and	CCONJ
sc-1097	14	12	citizens	citizen	NOUN
sc-1097	14	13	mobility	mobility	NOUN
sc-1097	14	14	is	be	AUX
sc-1097	14	15	a	a	DET
sc-1097	14	16	raising	raising	NOUN
sc-1097	14	17	problem	problem	NOUN
sc-1097	14	18	concerning	concern	VERB
sc-1097	14	19	pollution	pollution	NOUN
sc-1097	14	20	and	and	CCONJ
sc-1097	14	21	traffic	traffic	NOUN
sc-1097	14	22	.	.	PUNCT
sc-1097	15	1	to	to	PART
sc-1097	15	2	overcome	overcome	VERB
sc-1097	15	3	such	such	ADJ
sc-1097	15	4	challenges	challenge	NOUN
sc-1097	15	5	,	,	PUNCT
sc-1097	15	6	shared	share	VERB
sc-1097	15	7	mobility	mobility	NOUN
sc-1097	15	8	approaches	approach	NOUN
sc-1097	15	9	have	have	AUX
sc-1097	15	10	been	be	AUX
sc-1097	15	11	developed	develop	VERB
sc-1097	15	12	.	.	PUNCT
sc-1097	16	1	in	in	ADP
sc-1097	16	2	this	this	DET
sc-1097	16	3	domain	domain	NOUN
sc-1097	16	4	,	,	PUNCT
sc-1097	16	5	bike	bike	NOUN
sc-1097	16	6	-	-	PUNCT
sc-1097	16	7	sharing	sharing	NOUN
sc-1097	16	8	is	be	AUX
sc-1097	16	9	a	a	DET
sc-1097	16	10	rising	rise	VERB
sc-1097	16	11	active	active	ADJ
sc-1097	16	12	mobility	mobility	NOUN
sc-1097	16	13	modality	modality	NOUN
sc-1097	16	14	,	,	PUNCT
sc-1097	16	15	showing	show	VERB
sc-1097	16	16	large	large	ADJ
sc-1097	16	17	growth	growth	NOUN
sc-1097	16	18	rates	rate	NOUN
sc-1097	16	19	worldwide	worldwide	ADV
sc-1097	16	20	.	.	PUNCT
sc-1097	17	1	such	such	ADJ
sc-1097	17	2	demand	demand	NOUN
sc-1097	17	3	,	,	PUNCT
sc-1097	17	4	increased	increase	VERB
sc-1097	17	5	the	the	DET
sc-1097	17	6	number	number	NOUN
sc-1097	17	7	of	of	ADP
sc-1097	17	8	bike	bike	NOUN
sc-1097	17	9	-	-	PUNCT
sc-1097	17	10	sharing	share	VERB
sc-1097	17	11	companies	company	NOUN
sc-1097	17	12	operating	operate	VERB
sc-1097	17	13	in	in	ADP
sc-1097	17	14	the	the	DET
sc-1097	17	15	world	world	NOUN
sc-1097	17	16	,	,	PUNCT
sc-1097	17	17	becoming	become	VERB
sc-1097	17	18	more	more	ADV
sc-1097	17	19	effective	effective	ADJ
sc-1097	17	20	and	and	CCONJ
sc-1097	17	21	available	available	ADJ
sc-1097	17	22	in	in	ADP
sc-1097	17	23	most	most	ADV
sc-1097	17	24	developed	develop	VERB
sc-1097	17	25	cities	city	NOUN
sc-1097	17	26	.	.	PUNCT
sc-1097	18	1	moreover	moreover	ADV
sc-1097	18	2	,	,	PUNCT
sc-1097	18	3	citizens	citizen	NOUN
sc-1097	18	4	are	be	AUX
sc-1097	18	5	shifting	shift	VERB
sc-1097	18	6	towards	towards	ADP
sc-1097	18	7	more	more	ADV
sc-1097	18	8	sustainable	sustainable	ADJ
sc-1097	18	9	urban	urban	ADJ
sc-1097	18	10	transports	transport	NOUN
sc-1097	18	11	,	,	PUNCT
sc-1097	18	12	such	such	ADJ
sc-1097	18	13	as	as	ADP
sc-1097	18	14	bike	bike	NOUN
sc-1097	18	15	-	-	PUNCT
sc-1097	18	16	sharing	sharing	NOUN
sc-1097	18	17	,	,	PUNCT
sc-1097	18	18	increasingly	increasingly	ADV
sc-1097	18	19	adopted	adopt	VERB
sc-1097	18	20	and	and	CCONJ
sc-1097	18	21	becoming	become	VERB
sc-1097	18	22	more	more	ADV
sc-1097	18	23	popular	popular	ADJ
sc-1097	18	24	.	.	PUNCT
sc-1097	19	1	hence	hence	ADV
sc-1097	19	2	,	,	PUNCT
sc-1097	19	3	understanding	understand	VERB
sc-1097	19	4	how	how	SCONJ
sc-1097	19	5	and	and	CCONJ
sc-1097	19	6	when	when	SCONJ
sc-1097	19	7	people	people	NOUN
sc-1097	19	8	use	use	VERB
sc-1097	19	9	bike	bike	NOUN
sc-1097	19	10	-	-	PUNCT
sc-1097	19	11	sharing	share	VERB
sc-1097	19	12	systems	system	NOUN
sc-1097	19	13	and	and	CCONJ
sc-1097	19	14	their	their	PRON
sc-1097	19	15	mobility	mobility	NOUN
sc-1097	19	16	patterns	pattern	NOUN
sc-1097	19	17	over	over	ADP
sc-1097	19	18	time	time	NOUN
sc-1097	19	19	is	be	AUX
sc-1097	19	20	thus	thus	ADV
sc-1097	19	21	mandatory	mandatory	ADJ
sc-1097	19	22	towards	towards	ADP
sc-1097	19	23	improving	improve	VERB
sc-1097	19	24	the	the	DET
sc-1097	19	25	system	system	NOUN
sc-1097	19	26	’s	’s	PART
sc-1097	19	27	efficiency	efficiency	NOUN
sc-1097	19	28	.	.	PUNCT
sc-1097	20	1	aligned	align	VERB
sc-1097	20	2	with	with	ADP
sc-1097	20	3	oecd	oecd	PROPN
sc-1097	20	4	sustainable	sustainable	ADJ
sc-1097	20	5	development	development	NOUN
sc-1097	20	6	goal	goal	NOUN
sc-1097	21	1	[	[	X
sc-1097	21	2	1	1	NUM
sc-1097	21	3	]	]	PUNCT
sc-1097	21	4	,	,	PUNCT
sc-1097	21	5	[	[	X
sc-1097	21	6	2	2	NUM
sc-1097	21	7	]	]	PUNCT
sc-1097	21	8	(	(	PUNCT
sc-1097	21	9	sgd	sgd	NOUN
sc-1097	21	10	)	)	PUNCT
sc-1097	21	11	11	11	NUM
sc-1097	21	12	sustainable	sustainable	ADJ
sc-1097	21	13	cities	city	NOUN
sc-1097	21	14	and	and	CCONJ
sc-1097	21	15	communities	community	NOUN
sc-1097	21	16	,	,	PUNCT
sc-1097	21	17	portugal	portugal	PROPN
sc-1097	21	18	national	national	ADJ
sc-1097	21	19	[	[	X
sc-1097	21	20	3	3	NUM
sc-1097	21	21	]	]	PUNCT
sc-1097	21	22	,	,	PUNCT
sc-1097	21	23	regional	regional	ADJ
sc-1097	21	24	[	[	X
sc-1097	21	25	4	4	NUM
sc-1097	21	26	]	]	PUNCT
sc-1097	21	27	and	and	CCONJ
sc-1097	21	28	lisbon	lisbon	PROPN
sc-1097	22	1	[	[	X
sc-1097	22	2	5	5	NUM
sc-1097	22	3	]	]	PUNCT
sc-1097	22	4	strategies	strategy	NOUN
sc-1097	22	5	for	for	ADP
sc-1097	22	6	mobility	mobility	NOUN
sc-1097	22	7	,	,	PUNCT
sc-1097	22	8	aim	aim	VERB
sc-1097	22	9	to	to	PART
sc-1097	22	10	integrate	integrate	VERB
sc-1097	22	11	bike	bike	NOUN
sc-1097	22	12	-	-	PUNCT
sc-1097	22	13	sharing	share	VERB
sc-1097	22	14	systems	system	NOUN
sc-1097	22	15	in	in	ADP
sc-1097	22	16	the	the	DET
sc-1097	22	17	long	long	ADJ
sc-1097	22	18	-	-	PUNCT
sc-1097	22	19	term	term	NOUN
sc-1097	22	20	public	public	ADJ
sc-1097	22	21	transport	transport	NOUN
sc-1097	22	22	plans	plan	NOUN
sc-1097	22	23	and	and	CCONJ
sc-1097	22	24	daily	daily	ADJ
sc-1097	22	25	commute	commute	NOUN
sc-1097	22	26	.	.	PUNCT
sc-1097	23	1	in	in	ADP
sc-1097	23	2	2017	2017	NUM
sc-1097	23	3	,	,	PUNCT
sc-1097	23	4	lisbon	lisbon	PROPN
sc-1097	23	5	implemented	implement	VERB
sc-1097	23	6	a	a	DET
sc-1097	23	7	fourth	fourth	ADJ
sc-1097	23	8	-	-	PUNCT
sc-1097	23	9	generation	generation	NOUN
sc-1097	23	10	bikesharing	bikesharing	NOUN
sc-1097	23	11	system	system	NOUN
sc-1097	23	12	(	(	PUNCT
sc-1097	23	13	bss	bss	PROPN
sc-1097	23	14	)	)	PUNCT
sc-1097	23	15	,	,	PUNCT
sc-1097	23	16	which	which	PRON
sc-1097	23	17	is	be	AUX
sc-1097	23	18	currently	currently	ADV
sc-1097	23	19	expanding	expand	VERB
sc-1097	23	20	,	,	PUNCT
sc-1097	23	21	under	under	ADP
sc-1097	23	22	currently	currently	ADV
sc-1097	23	23	enforced	enforce	VERB
sc-1097	23	24	development	development	NOUN
sc-1097	23	25	plans	plan	NOUN
sc-1097	23	26	by	by	ADP
sc-1097	23	27	the	the	DET
sc-1097	23	28	city	city	NOUN
sc-1097	23	29	hall	hall	PROPN
sc-1097	23	30	.	.	PUNCT
sc-1097	24	1	taking	take	VERB
sc-1097	24	2	lisbon	lisbon	PROPN
sc-1097	24	3	as	as	ADP
sc-1097	24	4	a	a	DET
sc-1097	24	5	use	use	NOUN
sc-1097	24	6	case	case	NOUN
sc-1097	24	7	and	and	CCONJ
sc-1097	24	8	our	our	PRON
sc-1097	24	9	preliminary	preliminary	ADJ
sc-1097	24	10	study	study	NOUN
sc-1097	24	11	[	[	X
sc-1097	24	12	6	6	NUM
sc-1097	24	13	]	]	PUNCT
sc-1097	24	14	,	,	PUNCT
sc-1097	24	15	eai	eai	PROPN
sc-1097	24	16	endorsed	endorse	VERB
sc-1097	24	17	transactions	transaction	NOUN
sc-1097	24	18	on	on	ADP
sc-1097	24	19	smart	smart	ADJ
sc-1097	24	20	cities	city	NOUN
sc-1097	24	21	08	08	NUM
sc-1097	24	22	2021	2021	NUM
sc-1097	24	23	10	10	NUM
sc-1097	24	24	2021	2021	NUM
sc-1097	24	25	|	|	ADV
sc-1097	24	26	volume	volume	NOUN
sc-1097	24	27	5	5	NUM
sc-1097	24	28	|	|	ADV
sc-1097	24	29	issue	issue	NOUN
sc-1097	24	30	16	16	NUM
sc-1097	24	31	|	|	NOUN
sc-1097	24	32	e2	e2	PROPN
sc-1097	24	33	mailto	mailto	PROPN
sc-1097	24	34	:	:	PUNCT
sc-1097	24	35	https://creativecommons.org	https://creativecommons.org	NUM
sc-1097	24	36	/	/	SYM
sc-1097	24	37	licenses	license	NOUN
sc-1097	24	38	/	/	SYM
sc-1097	24	39	by/4.0/	by/4.0/	NOUN
sc-1097	24	40	vitória	vitória	NOUN
sc-1097	24	41	albuquerque	albuquerque	PROPN
sc-1097	24	42	et	et	PROPN
sc-1097	24	43	al	al	PROPN
sc-1097	24	44	.	.	PROPN
sc-1097	24	45	2	2	NUM
sc-1097	24	46	we	we	PRON
sc-1097	24	47	have	have	AUX
sc-1097	24	48	adopted	adopt	VERB
sc-1097	24	49	a	a	DET
sc-1097	24	50	data	data	NOUN
sc-1097	24	51	mining	mining	NOUN
sc-1097	24	52	approach	approach	NOUN
sc-1097	24	53	to	to	PART
sc-1097	24	54	understand	understand	VERB
sc-1097	24	55	station	station	NOUN
sc-1097	24	56	and	and	CCONJ
sc-1097	24	57	trip	trip	NOUN
sc-1097	24	58	patterns	pattern	NOUN
sc-1097	24	59	in	in	ADP
sc-1097	24	60	its	its	PRON
sc-1097	24	61	gira	gira	PROPN
sc-1097	24	62	bss	bss	NOUN
sc-1097	24	63	and	and	CCONJ
sc-1097	24	64	understand	understand	VERB
sc-1097	24	65	this	this	DET
sc-1097	24	66	service	service	NOUN
sc-1097	24	67	from	from	ADP
sc-1097	24	68	a	a	DET
sc-1097	24	69	perspective	perspective	NOUN
sc-1097	24	70	of	of	ADP
sc-1097	24	71	evolution	evolution	NOUN
sc-1097	24	72	throughout	throughout	ADP
sc-1097	24	73	the	the	DET
sc-1097	24	74	years	year	NOUN
sc-1097	24	75	.	.	PUNCT
sc-1097	25	1	to	to	ADP
sc-1097	25	2	this	this	DET
sc-1097	25	3	aim	aim	NOUN
sc-1097	25	4	,	,	PUNCT
sc-1097	25	5	we	we	PRON
sc-1097	25	6	have	have	AUX
sc-1097	25	7	analyzed	analyze	VERB
sc-1097	25	8	gira	gira	PROPN
sc-1097	25	9	bss	bss	PROPN
sc-1097	25	10	data	data	PROPN
sc-1097	25	11	and	and	CCONJ
sc-1097	25	12	environmental	environmental	ADJ
sc-1097	25	13	data	datum	NOUN
sc-1097	25	14	to	to	PART
sc-1097	25	15	derive	derive	VERB
sc-1097	25	16	the	the	DET
sc-1097	25	17	spatiotemporal	spatiotemporal	ADJ
sc-1097	25	18	distribution	distribution	NOUN
sc-1097	25	19	of	of	ADP
sc-1097	25	20	travel	travel	NOUN
sc-1097	25	21	distances	distance	NOUN
sc-1097	25	22	,	,	PUNCT
sc-1097	25	23	speed	speed	NOUN
sc-1097	25	24	and	and	CCONJ
sc-1097	25	25	durations	duration	NOUN
sc-1097	25	26	and	and	CCONJ
sc-1097	25	27	their	their	PRON
sc-1097	25	28	relationship	relationship	NOUN
sc-1097	25	29	with	with	ADP
sc-1097	25	30	environmental	environmental	ADJ
sc-1097	25	31	conditions	condition	NOUN
sc-1097	25	32	,	,	PUNCT
sc-1097	25	33	such	such	ADJ
sc-1097	25	34	as	as	ADP
sc-1097	25	35	weather	weather	NOUN
sc-1097	25	36	.	.	PUNCT
sc-1097	26	1	moreover	moreover	ADV
sc-1097	26	2	,	,	PUNCT
sc-1097	26	3	we	we	PRON
sc-1097	26	4	analyzed	analyze	VERB
sc-1097	26	5	the	the	DET
sc-1097	26	6	evolution	evolution	NOUN
sc-1097	26	7	of	of	ADP
sc-1097	26	8	the	the	DET
sc-1097	26	9	gira	gira	PROPN
sc-1097	26	10	bss	bss	PROPN
sc-1097	26	11	usage	usage	NOUN
sc-1097	26	12	rate	rate	NOUN
sc-1097	26	13	from	from	ADP
sc-1097	26	14	2018	2018	NUM
sc-1097	26	15	to	to	ADP
sc-1097	26	16	2020	2020	NUM
sc-1097	26	17	and	and	CCONJ
sc-1097	26	18	the	the	DET
sc-1097	26	19	impact	impact	NOUN
sc-1097	26	20	of	of	ADP
sc-1097	26	21	covid	covid	PROPN
sc-1097	26	22	19	19	NUM
sc-1097	26	23	pandemic	pandemic	ADJ
sc-1097	26	24	.	.	PUNCT
sc-1097	27	1	1.1	1.1	NUM
sc-1097	27	2	historical	historical	ADJ
sc-1097	27	3	background	background	NOUN
sc-1097	27	4	in	in	ADP
sc-1097	27	5	2017	2017	NUM
sc-1097	27	6	lisbon	lisbon	NOUN
sc-1097	27	7	implemented	implement	VERB
sc-1097	27	8	its	its	PRON
sc-1097	27	9	first	first	ADJ
sc-1097	27	10	bike	bike	NOUN
sc-1097	27	11	-	-	PUNCT
sc-1097	27	12	sharing	share	VERB
sc-1097	27	13	system	system	NOUN
sc-1097	27	14	,	,	PUNCT
sc-1097	27	15	gira	gira	PROPN
sc-1097	27	16	.	.	PUNCT
sc-1097	28	1	over	over	ADP
sc-1097	28	2	a	a	DET
sc-1097	28	3	year	year	NOUN
sc-1097	28	4	,	,	PUNCT
sc-1097	28	5	it	it	PRON
sc-1097	28	6	expanded	expand	VERB
sc-1097	28	7	,	,	PUNCT
sc-1097	28	8	and	and	CCONJ
sc-1097	28	9	in	in	ADP
sc-1097	28	10	2018	2018	NUM
sc-1097	28	11	there	there	PRON
sc-1097	28	12	were	be	VERB
sc-1097	28	13	already	already	ADV
sc-1097	28	14	81	81	NUM
sc-1097	28	15	bike	bike	NOUN
sc-1097	28	16	stations	station	NOUN
sc-1097	28	17	across	across	ADP
sc-1097	28	18	the	the	DET
sc-1097	28	19	city	city	NOUN
sc-1097	28	20	.	.	PUNCT
sc-1097	29	1	there	there	PRON
sc-1097	29	2	are	be	VERB
sc-1097	29	3	future	future	ADJ
sc-1097	29	4	to	to	PART
sc-1097	29	5	expand	expand	VERB
sc-1097	29	6	lisbon	lisbon	PROPN
sc-1097	29	7	bss	bss	PROPN
sc-1097	29	8	,	,	PUNCT
sc-1097	29	9	with	with	ADP
sc-1097	29	10	more	more	ADJ
sc-1097	29	11	stations	station	NOUN
sc-1097	29	12	and	and	CCONJ
sc-1097	29	13	bikes	bike	NOUN
sc-1097	29	14	,	,	PUNCT
sc-1097	29	15	since	since	SCONJ
sc-1097	29	16	bike	bike	NOUN
sc-1097	29	17	-	-	PUNCT
sc-1097	29	18	sharing	sharing	NOUN
sc-1097	29	19	is	be	AUX
sc-1097	29	20	an	an	DET
sc-1097	29	21	important	important	ADJ
sc-1097	29	22	strategy	strategy	NOUN
sc-1097	29	23	in	in	ADP
sc-1097	29	24	the	the	DET
sc-1097	29	25	context	context	NOUN
sc-1097	29	26	of	of	ADP
sc-1097	29	27	urban	urban	ADJ
sc-1097	29	28	mobility	mobility	NOUN
sc-1097	29	29	policies	policy	NOUN
sc-1097	29	30	approved	approve	VERB
sc-1097	29	31	by	by	ADP
sc-1097	29	32	the	the	DET
sc-1097	29	33	city	city	NOUN
sc-1097	29	34	hall	hall	NOUN
sc-1097	29	35	to	to	PART
sc-1097	29	36	achieve	achieve	VERB
sc-1097	29	37	intelligent	intelligent	ADJ
sc-1097	29	38	and	and	CCONJ
sc-1097	29	39	sustainable	sustainable	ADJ
sc-1097	29	40	urban	urban	ADJ
sc-1097	29	41	mobility	mobility	NOUN
sc-1097	29	42	in	in	ADP
sc-1097	29	43	lisbon	lisbon	PROPN
sc-1097	29	44	.	.	PUNCT
sc-1097	30	1	the	the	DET
sc-1097	30	2	deployed	deploy	VERB
sc-1097	30	3	system	system	NOUN
sc-1097	30	4	includes	include	VERB
sc-1097	30	5	a	a	DET
sc-1097	30	6	data	data	NOUN
sc-1097	30	7	collection	collection	NOUN
sc-1097	30	8	feature	feature	NOUN
sc-1097	30	9	that	that	PRON
sc-1097	30	10	monitors	monitor	VERB
sc-1097	30	11	spatiotemporal	spatiotemporal	ADJ
sc-1097	30	12	users	user	NOUN
sc-1097	30	13	’	’	PART
sc-1097	30	14	behavior	behavior	NOUN
sc-1097	30	15	and	and	CCONJ
sc-1097	30	16	trip	trip	NOUN
sc-1097	30	17	patterns	pattern	NOUN
sc-1097	30	18	.	.	PUNCT
sc-1097	31	1	by	by	ADP
sc-1097	31	2	analyzing	analyze	VERB
sc-1097	31	3	such	such	ADJ
sc-1097	31	4	collected	collected	ADJ
sc-1097	31	5	data	datum	NOUN
sc-1097	31	6	,	,	PUNCT
sc-1097	31	7	we	we	PRON
sc-1097	31	8	can	can	AUX
sc-1097	31	9	learn	learn	VERB
sc-1097	31	10	about	about	ADP
sc-1097	31	11	urban	urban	ADJ
sc-1097	31	12	mobility	mobility	NOUN
sc-1097	31	13	,	,	PUNCT
sc-1097	31	14	specifically	specifically	ADV
sc-1097	31	15	on	on	ADP
sc-1097	31	16	real	real	ADJ
sc-1097	31	17	-	-	PUNCT
sc-1097	31	18	world	world	NOUN
sc-1097	31	19	bike	bike	NOUN
sc-1097	31	20	-	-	PUNCT
sc-1097	31	21	sharing	share	VERB
sc-1097	31	22	system	system	NOUN
sc-1097	31	23	usage	usage	NOUN
sc-1097	31	24	behaviors	behavior	NOUN
sc-1097	31	25	.	.	PUNCT
sc-1097	32	1	additionally	additionally	ADV
sc-1097	32	2	,	,	PUNCT
sc-1097	32	3	monitoring	monitoring	NOUN
sc-1097	32	4	and	and	CCONJ
sc-1097	32	5	analyzing	analyze	VERB
sc-1097	32	6	user	user	NOUN
sc-1097	32	7	behavior	behavior	NOUN
sc-1097	32	8	changes	change	NOUN
sc-1097	32	9	provides	provide	VERB
sc-1097	32	10	a	a	DET
sc-1097	32	11	broader	broad	ADJ
sc-1097	32	12	lisbon	lisbon	PROPN
sc-1097	32	13	public	public	ADJ
sc-1097	32	14	transportation	transportation	NOUN
sc-1097	32	15	network	network	NOUN
sc-1097	32	16	scenario	scenario	NOUN
sc-1097	32	17	,	,	PUNCT
sc-1097	32	18	giving	give	VERB
sc-1097	32	19	new	new	ADJ
sc-1097	32	20	opportunities	opportunity	NOUN
sc-1097	32	21	and	and	CCONJ
sc-1097	32	22	patterns	pattern	NOUN
sc-1097	32	23	for	for	ADP
sc-1097	32	24	prediction	prediction	NOUN
sc-1097	32	25	and	and	CCONJ
sc-1097	32	26	usability	usability	NOUN
sc-1097	32	27	improvement	improvement	NOUN
sc-1097	32	28	.	.	PUNCT
sc-1097	33	1	1.2	1.2	NUM
sc-1097	33	2	.	.	PUNCT
sc-1097	34	1	our	our	PRON
sc-1097	34	2	research	research	NOUN
sc-1097	34	3	approach	approach	NOUN
sc-1097	34	4	in	in	ADP
sc-1097	34	5	this	this	DET
sc-1097	34	6	study	study	NOUN
sc-1097	34	7	,	,	PUNCT
sc-1097	34	8	we	we	PRON
sc-1097	34	9	aim	aim	VERB
sc-1097	34	10	to	to	PART
sc-1097	34	11	collect	collect	VERB
sc-1097	34	12	spatiotemporal	spatiotemporal	ADJ
sc-1097	34	13	bike	bike	NOUN
sc-1097	34	14	trip	trip	NOUN
sc-1097	34	15	data	datum	NOUN
sc-1097	34	16	,	,	PUNCT
sc-1097	34	17	with	with	ADP
sc-1097	34	18	trip	trip	NOUN
sc-1097	34	19	i	i	PROPN
sc-1097	34	20	d	d	PROPN
sc-1097	34	21	,	,	PUNCT
sc-1097	34	22	origin	origin	NOUN
sc-1097	34	23	and	and	CCONJ
sc-1097	34	24	destination	destination	NOUN
sc-1097	34	25	stations	station	NOUN
sc-1097	34	26	,	,	PUNCT
sc-1097	34	27	trajectory	trajectory	NOUN
sc-1097	34	28	,	,	PUNCT
sc-1097	34	29	and	and	CCONJ
sc-1097	34	30	time	time	NOUN
sc-1097	34	31	to	to	PART
sc-1097	34	32	identify	identify	VERB
sc-1097	34	33	spatial	spatial	ADJ
sc-1097	34	34	and	and	CCONJ
sc-1097	34	35	temporal	temporal	ADJ
sc-1097	34	36	patterns	pattern	NOUN
sc-1097	34	37	.	.	PUNCT
sc-1097	35	1	hence	hence	ADV
sc-1097	35	2	,	,	PUNCT
sc-1097	35	3	to	to	PART
sc-1097	35	4	correlate	correlate	VERB
sc-1097	35	5	bike	bike	NOUN
sc-1097	35	6	mobility	mobility	NOUN
sc-1097	35	7	patterns	pattern	NOUN
sc-1097	35	8	with	with	ADP
sc-1097	35	9	weather	weather	NOUN
sc-1097	35	10	data	datum	NOUN
sc-1097	35	11	and	and	CCONJ
sc-1097	35	12	external	external	ADJ
sc-1097	35	13	events	event	NOUN
sc-1097	35	14	,	,	PUNCT
sc-1097	35	15	such	such	ADJ
sc-1097	35	16	as	as	ADP
sc-1097	35	17	covid	covid	PROPN
sc-1097	35	18	19	19	NUM
sc-1097	35	19	pandemic	pandemic	NOUN
sc-1097	35	20	that	that	PRON
sc-1097	35	21	affected	affect	VERB
sc-1097	35	22	urban	urban	ADJ
sc-1097	35	23	mobility	mobility	NOUN
sc-1097	35	24	in	in	ADP
sc-1097	35	25	2020	2020	NUM
sc-1097	35	26	.	.	PUNCT
sc-1097	36	1	our	our	PRON
sc-1097	36	2	approach	approach	NOUN
sc-1097	36	3	addresses	address	VERB
sc-1097	36	4	the	the	DET
sc-1097	36	5	following	follow	VERB
sc-1097	36	6	research	research	NOUN
sc-1097	36	7	questions	question	NOUN
sc-1097	36	8	:	:	PUNCT
sc-1097	36	9	rq1	rq1	NOUN
sc-1097	36	10	:	:	PUNCT
sc-1097	36	11	what	what	PRON
sc-1097	36	12	are	be	AUX
sc-1097	36	13	the	the	DET
sc-1097	36	14	spatiotemporal	spatiotemporal	ADJ
sc-1097	36	15	station	station	NOUN
sc-1097	36	16	and	and	CCONJ
sc-1097	36	17	trip	trip	NOUN
sc-1097	36	18	activity	activity	NOUN
sc-1097	36	19	patterns	pattern	NOUN
sc-1097	36	20	in	in	ADP
sc-1097	36	21	lisbon	lisbon	PROPN
sc-1097	36	22	bss	bss	PROPN
sc-1097	36	23	in	in	ADP
sc-1097	36	24	2018	2018	NUM
sc-1097	36	25	?	?	PUNCT
sc-1097	37	1	this	this	DET
sc-1097	37	2	question	question	NOUN
sc-1097	37	3	statement	statement	NOUN
sc-1097	37	4	leads	lead	VERB
sc-1097	37	5	to	to	ADP
sc-1097	37	6	the	the	DET
sc-1097	37	7	following	follow	VERB
sc-1097	37	8	subquestions	subquestion	NOUN
sc-1097	37	9	:	:	PUNCT
sc-1097	37	10	•	•	ADP
sc-1097	37	11	what	what	PRON
sc-1097	37	12	are	be	AUX
sc-1097	37	13	the	the	DET
sc-1097	37	14	average	average	ADJ
sc-1097	37	15	figures	figure	NOUN
sc-1097	37	16	for	for	ADP
sc-1097	37	17	monthly	monthly	ADJ
sc-1097	37	18	and	and	CCONJ
sc-1097	37	19	daily	daily	ADJ
sc-1097	37	20	lisbon	lisbon	PROPN
sc-1097	37	21	bss	bss	PROPN
sc-1097	37	22	use	use	NOUN
sc-1097	37	23	?	?	PUNCT
sc-1097	38	1	•	•	NUM
sc-1097	38	2	what	what	PRON
sc-1097	38	3	is	be	AUX
sc-1097	38	4	the	the	DET
sc-1097	38	5	bike	bike	NOUN
sc-1097	38	6	trip	trip	NOUN
sc-1097	38	7	relation	relation	NOUN
sc-1097	38	8	to	to	PART
sc-1097	38	9	weather	weather	NOUN
sc-1097	38	10	conditions	condition	NOUN
sc-1097	38	11	,	,	PUNCT
sc-1097	38	12	specifically	specifically	ADV
sc-1097	38	13	,	,	PUNCT
sc-1097	38	14	to	to	ADP
sc-1097	38	15	precipitation	precipitation	NOUN
sc-1097	38	16	and	and	CCONJ
sc-1097	38	17	temperature	temperature	NOUN
sc-1097	38	18	?	?	PUNCT
sc-1097	39	1	•	•	NUM
sc-1097	39	2	how	how	SCONJ
sc-1097	39	3	can	can	AUX
sc-1097	39	4	we	we	PRON
sc-1097	39	5	group	group	VERB
sc-1097	39	6	the	the	DET
sc-1097	39	7	lisbon	lisbon	PROPN
sc-1097	39	8	bss	bss	PROPN
sc-1097	39	9	origin	origin	NOUN
sc-1097	39	10	and	and	CCONJ
sc-1097	39	11	destination	destination	NOUN
sc-1097	39	12	stations	station	NOUN
sc-1097	39	13	?	?	PUNCT
sc-1097	40	1	•	•	NUM
sc-1097	40	2	how	how	SCONJ
sc-1097	40	3	can	can	AUX
sc-1097	40	4	we	we	PRON
sc-1097	40	5	group	group	VERB
sc-1097	40	6	lisbon	lisbon	PROPN
sc-1097	40	7	bss	bss	PROPN
sc-1097	40	8	into	into	ADP
sc-1097	40	9	clusters	cluster	NOUN
sc-1097	40	10	across	across	ADP
sc-1097	40	11	the	the	DET
sc-1097	40	12	city	city	NOUN
sc-1097	40	13	?	?	PUNCT
sc-1097	41	1	rq2	rq2	NOUN
sc-1097	41	2	:	:	PUNCT
sc-1097	41	3	have	have	VERB
sc-1097	41	4	lisbon	lisbon	PROPN
sc-1097	41	5	bss	bss	PROPN
sc-1097	41	6	trip	trip	NOUN
sc-1097	41	7	patterns	pattern	NOUN
sc-1097	41	8	changed	change	VERB
sc-1097	41	9	in	in	ADP
sc-1097	41	10	2019	2019	NUM
sc-1097	41	11	and	and	CCONJ
sc-1097	41	12	2020	2020	NUM
sc-1097	41	13	from	from	ADP
sc-1097	41	14	2018	2018	NUM
sc-1097	41	15	,	,	PUNCT
sc-1097	41	16	given	give	VERB
sc-1097	41	17	the	the	DET
sc-1097	41	18	covid	covid	PROPN
sc-1097	41	19	19	19	NUM
sc-1097	41	20	pandemics	pandemic	NOUN
sc-1097	41	21	?	?	PUNCT
sc-1097	42	1	this	this	PRON
sc-1097	42	2	leads	lead	VERB
sc-1097	42	3	to	to	ADP
sc-1097	42	4	the	the	DET
sc-1097	42	5	following	follow	VERB
sc-1097	42	6	sub	sub	NOUN
sc-1097	42	7	-	-	NOUN
sc-1097	42	8	question	question	NOUN
sc-1097	42	9	:	:	PUNCT
sc-1097	42	10	•	•	NUM
sc-1097	42	11	how	how	SCONJ
sc-1097	42	12	has	have	AUX
sc-1097	42	13	covid	covid	VERB
sc-1097	42	14	19	19	NUM
sc-1097	42	15	pandemic	pandemic	ADJ
sc-1097	42	16	affected	affect	VERB
sc-1097	42	17	lisbon	lisbon	PROPN
sc-1097	42	18	bss	bss	PROPN
sc-1097	42	19	?	?	PUNCT
sc-1097	43	1	three	three	NUM
sc-1097	43	2	levels	level	NOUN
sc-1097	43	3	of	of	ADP
sc-1097	43	4	analysis	analysis	NOUN
sc-1097	43	5	were	be	AUX
sc-1097	43	6	performed	perform	VERB
sc-1097	43	7	to	to	PART
sc-1097	43	8	address	address	VERB
sc-1097	43	9	these	these	DET
sc-1097	43	10	research	research	NOUN
sc-1097	43	11	questions	question	NOUN
sc-1097	43	12	:	:	PUNCT
sc-1097	43	13	the	the	DET
sc-1097	43	14	first	first	ADJ
sc-1097	43	15	,	,	PUNCT
sc-1097	43	16	bike	bike	NOUN
sc-1097	43	17	trip	trip	NOUN
sc-1097	43	18	and	and	CCONJ
sc-1097	43	19	station	station	NOUN
sc-1097	43	20	usage	usage	NOUN
sc-1097	43	21	in	in	ADP
sc-1097	43	22	2018	2018	NUM
sc-1097	43	23	,	,	PUNCT
sc-1097	43	24	looking	look	VERB
sc-1097	43	25	at	at	ADP
sc-1097	43	26	historical	historical	ADJ
sc-1097	43	27	data	datum	NOUN
sc-1097	43	28	of	of	ADP
sc-1097	43	29	bike	bike	NOUN
sc-1097	43	30	trips	trip	NOUN
sc-1097	43	31	(	(	PUNCT
sc-1097	43	32	approximately	approximately	ADV
sc-1097	43	33	700,000	700,000	NUM
sc-1097	43	34	records	record	NOUN
sc-1097	43	35	)	)	PUNCT
sc-1097	43	36	,	,	PUNCT
sc-1097	43	37	and	and	CCONJ
sc-1097	43	38	portuguese	portuguese	PROPN
sc-1097	43	39	institute	institute	PROPN
sc-1097	43	40	of	of	ADP
sc-1097	43	41	sea	sea	PROPN
sc-1097	43	42	and	and	CCONJ
sc-1097	43	43	weather	weather	NOUN
sc-1097	43	44	–	–	PUNCT
sc-1097	43	45	instituto	instituto	PROPN
sc-1097	43	46	português	português	PROPN
sc-1097	43	47	do	do	VERB
sc-1097	43	48	mar	mar	PROPN
sc-1097	43	49	e	e	PROPN
sc-1097	43	50	atmosfera	atmosfera	PROPN
sc-1097	43	51	(	(	PUNCT
sc-1097	43	52	ipma	ipma	NOUN
sc-1097	43	53	)	)	PUNCT
sc-1097	43	54	data	datum	NOUN
sc-1097	43	55	with	with	ADP
sc-1097	43	56	focus	focus	NOUN
sc-1097	43	57	on	on	ADP
sc-1097	43	58	finding	find	VERB
sc-1097	43	59	usage	usage	NOUN
sc-1097	43	60	patterns	pattern	NOUN
sc-1097	43	61	,	,	PUNCT
sc-1097	43	62	towards	towards	ADP
sc-1097	43	63	service	service	NOUN
sc-1097	43	64	optimization	optimization	NOUN
sc-1097	43	65	.	.	PUNCT
sc-1097	44	1	the	the	DET
sc-1097	44	2	second	second	ADJ
sc-1097	44	3	level	level	NOUN
sc-1097	44	4	regards	regard	VERB
sc-1097	44	5	2019	2019	NUM
sc-1097	44	6	and	and	CCONJ
sc-1097	44	7	2020	2020	NUM
sc-1097	44	8	bike	bike	NOUN
sc-1097	44	9	trips	trip	NOUN
sc-1097	44	10	,	,	PUNCT
sc-1097	44	11	monthly	monthly	ADJ
sc-1097	44	12	and	and	CCONJ
sc-1097	44	13	weekday	weekday	NOUN
sc-1097	44	14	usage	usage	NOUN
sc-1097	44	15	,	,	PUNCT
sc-1097	44	16	in	in	ADP
sc-1097	44	17	comparison	comparison	NOUN
sc-1097	44	18	with	with	ADP
sc-1097	44	19	2018	2018	NUM
sc-1097	44	20	to	to	PART
sc-1097	44	21	investigate	investigate	VERB
sc-1097	44	22	bike	bike	NOUN
sc-1097	44	23	trip	trip	NOUN
sc-1097	44	24	usage	usage	NOUN
sc-1097	44	25	patterns	pattern	NOUN
sc-1097	44	26	over	over	ADP
sc-1097	44	27	the	the	DET
sc-1097	44	28	three	three	NUM
sc-1097	44	29	years	year	NOUN
sc-1097	44	30	.	.	PUNCT
sc-1097	45	1	the	the	DET
sc-1097	45	2	third	third	ADJ
sc-1097	45	3	one	one	NOUN
sc-1097	45	4	regards	regard	VERB
sc-1097	45	5	the	the	DET
sc-1097	45	6	analysis	analysis	NOUN
sc-1097	45	7	of	of	ADP
sc-1097	45	8	bike	bike	NOUN
sc-1097	45	9	trip	trip	NOUN
sc-1097	45	10	counts	count	NOUN
sc-1097	45	11	collected	collect	VERB
sc-1097	45	12	from	from	ADP
sc-1097	45	13	2019	2019	NUM
sc-1097	45	14	to	to	ADP
sc-1097	45	15	2020	2020	NUM
sc-1097	45	16	by	by	ADP
sc-1097	45	17	a	a	DET
sc-1097	45	18	sensor	sensor	NOUN
sc-1097	45	19	in	in	ADP
sc-1097	45	20	avenida	avenida	PROPN
sc-1097	45	21	duque	duque	PROPN
sc-1097	45	22	de	de	PROPN
sc-1097	45	23	ávila	ávila	PROPN
sc-1097	45	24	.	.	PUNCT
sc-1097	46	1	this	this	DET
sc-1097	46	2	paper	paper	NOUN
sc-1097	46	3	is	be	AUX
sc-1097	46	4	structured	structure	VERB
sc-1097	46	5	as	as	SCONJ
sc-1097	46	6	follows	follow	VERB
sc-1097	46	7	:	:	PUNCT
sc-1097	46	8	section	section	NOUN
sc-1097	46	9	2	2	NUM
sc-1097	46	10	presents	present	VERB
sc-1097	46	11	our	our	PRON
sc-1097	46	12	state	state	NOUN
sc-1097	46	13	of	of	ADP
sc-1097	46	14	the	the	DET
sc-1097	46	15	art	art	NOUN
sc-1097	46	16	survey	survey	NOUN
sc-1097	46	17	.	.	PUNCT
sc-1097	47	1	section	section	NOUN
sc-1097	47	2	3	3	NUM
sc-1097	47	3	introduces	introduce	VERB
sc-1097	47	4	our	our	PRON
sc-1097	47	5	data	data	NOUN
sc-1097	47	6	mining	mining	NOUN
sc-1097	47	7	methodology	methodology	NOUN
sc-1097	47	8	,	,	PUNCT
sc-1097	47	9	which	which	PRON
sc-1097	47	10	adopted	adopt	VERB
sc-1097	47	11	cross	cross	ADJ
sc-1097	47	12	-	-	ADJ
sc-1097	47	13	industry	industry	ADJ
sc-1097	47	14	standard	standard	ADJ
sc-1097	47	15	process	process	NOUN
sc-1097	47	16	for	for	ADP
sc-1097	47	17	data	data	NOUN
sc-1097	47	18	mining	mining	NOUN
sc-1097	47	19	(	(	PUNCT
sc-1097	47	20	crisp	crisp	NOUN
sc-1097	47	21	-	-	PUNCT
sc-1097	47	22	dm	dm	NOUN
sc-1097	47	23	)	)	PUNCT
sc-1097	47	24	.	.	PUNCT
sc-1097	48	1	in	in	ADP
sc-1097	48	2	section	section	NOUN
sc-1097	48	3	4	4	NUM
sc-1097	48	4	,	,	PUNCT
sc-1097	48	5	results	result	NOUN
sc-1097	48	6	,	,	PUNCT
sc-1097	48	7	data	datum	NOUN
sc-1097	48	8	understanding	understanding	NOUN
sc-1097	48	9	,	,	PUNCT
sc-1097	48	10	data	datum	NOUN
sc-1097	48	11	pre	pre	ADJ
sc-1097	48	12	-	-	ADJ
sc-1097	48	13	processing	processing	NOUN
sc-1097	48	14	and	and	CCONJ
sc-1097	48	15	modeling	modeling	NOUN
sc-1097	48	16	are	be	AUX
sc-1097	48	17	explained	explain	VERB
sc-1097	48	18	and	and	CCONJ
sc-1097	48	19	presented	present	VERB
sc-1097	48	20	with	with	ADP
sc-1097	48	21	analysis	analysis	NOUN
sc-1097	48	22	and	and	CCONJ
sc-1097	48	23	visualizations	visualization	NOUN
sc-1097	48	24	.	.	PUNCT
sc-1097	49	1	in	in	ADP
sc-1097	49	2	section	section	NOUN
sc-1097	49	3	5	5	NUM
sc-1097	49	4	,	,	PUNCT
sc-1097	49	5	discussion	discussion	NOUN
sc-1097	49	6	,	,	PUNCT
sc-1097	49	7	we	we	PRON
sc-1097	49	8	discuss	discuss	VERB
sc-1097	49	9	our	our	PRON
sc-1097	49	10	results	result	NOUN
sc-1097	49	11	with	with	ADP
sc-1097	49	12	a	a	DET
sc-1097	49	13	comparative	comparative	ADJ
sc-1097	49	14	analysis	analysis	NOUN
sc-1097	49	15	and	and	CCONJ
sc-1097	49	16	identify	identify	VERB
sc-1097	49	17	research	research	NOUN
sc-1097	49	18	gaps	gap	NOUN
sc-1097	49	19	and	and	CCONJ
sc-1097	49	20	limitations	limitation	NOUN
sc-1097	49	21	.	.	PUNCT
sc-1097	50	1	finally	finally	ADV
sc-1097	50	2	,	,	PUNCT
sc-1097	50	3	in	in	ADP
sc-1097	50	4	section	section	NOUN
sc-1097	50	5	6	6	NUM
sc-1097	50	6	,	,	PUNCT
sc-1097	50	7	we	we	PRON
sc-1097	50	8	raise	raise	VERB
sc-1097	50	9	some	some	DET
sc-1097	50	10	conclusions	conclusion	NOUN
sc-1097	50	11	and	and	CCONJ
sc-1097	50	12	draw	draw	VERB
sc-1097	50	13	lines	line	NOUN
sc-1097	50	14	for	for	ADP
sc-1097	50	15	further	further	ADJ
sc-1097	50	16	research	research	NOUN
sc-1097	50	17	.	.	PUNCT
sc-1097	51	1	2	2	X
sc-1097	51	2	.	.	X
sc-1097	51	3	state	state	NOUN
sc-1097	51	4	of	of	ADP
sc-1097	51	5	the	the	DET
sc-1097	51	6	art	art	NOUN
sc-1097	51	7	of	of	ADP
sc-1097	51	8	bike	bike	NOUN
sc-1097	51	9	-	-	PUNCT
sc-1097	51	10	sharing	sharing	NOUN
sc-1097	51	11	systems	system	NOUN
sc-1097	51	12	the	the	DET
sc-1097	51	13	community	community	NOUN
sc-1097	51	14	agrees	agree	VERB
sc-1097	51	15	that	that	SCONJ
sc-1097	51	16	bss	bss	NOUN
sc-1097	51	17	improves	improve	VERB
sc-1097	51	18	urban	urban	ADJ
sc-1097	51	19	accessibility	accessibility	NOUN
sc-1097	51	20	and	and	CCONJ
sc-1097	51	21	sustainability	sustainability	NOUN
sc-1097	51	22	,	,	PUNCT
sc-1097	51	23	and	and	CCONJ
sc-1097	51	24	thus	thus	ADV
sc-1097	51	25	more	more	ADJ
sc-1097	51	26	cities	city	NOUN
sc-1097	51	27	in	in	ADP
sc-1097	51	28	the	the	DET
sc-1097	51	29	world	world	NOUN
sc-1097	51	30	are	be	AUX
sc-1097	51	31	implementing	implement	VERB
sc-1097	51	32	bss	bss	NOUN
sc-1097	51	33	to	to	PART
sc-1097	51	34	tackle	tackle	VERB
sc-1097	51	35	urban	urban	ADJ
sc-1097	51	36	mobility	mobility	NOUN
sc-1097	51	37	issues	issue	NOUN
sc-1097	51	38	and	and	CCONJ
sc-1097	51	39	pollution	pollution	NOUN
sc-1097	51	40	problems	problem	NOUN
sc-1097	51	41	.	.	PUNCT
sc-1097	52	1	since	since	SCONJ
sc-1097	52	2	2016	2016	NUM
sc-1097	52	3	,	,	PUNCT
sc-1097	52	4	over	over	ADP
sc-1097	52	5	1000	1000	NUM
sc-1097	52	6	bss	bss	NOUN
sc-1097	52	7	were	be	AUX
sc-1097	52	8	implemented	implement	VERB
sc-1097	52	9	in	in	ADP
sc-1097	52	10	60	60	NUM
sc-1097	52	11	countries	country	NOUN
sc-1097	52	12	[	[	X
sc-1097	52	13	7	7	NUM
sc-1097	52	14	]	]	PUNCT
sc-1097	52	15	.	.	PUNCT
sc-1097	53	1	from	from	ADP
sc-1097	53	2	bss	bss	PROPN
sc-1097	53	3	third	third	ADJ
sc-1097	53	4	-	-	PUNCT
sc-1097	53	5	generation	generation	NOUN
sc-1097	53	6	smart	smart	ADJ
sc-1097	53	7	card	card	NOUN
sc-1097	53	8	technology	technology	NOUN
sc-1097	53	9	[	[	X
sc-1097	53	10	8	8	NUM
sc-1097	53	11	]	]	PUNCT
sc-1097	53	12	was	be	AUX
sc-1097	53	13	used	use	VERB
sc-1097	53	14	,	,	PUNCT
sc-1097	53	15	producing	produce	VERB
sc-1097	53	16	station	station	NOUN
sc-1097	53	17	-	-	PUNCT
sc-1097	53	18	based	base	VERB
sc-1097	53	19	and	and	CCONJ
sc-1097	53	20	trip	trip	NOUN
sc-1097	53	21	-	-	PUNCT
sc-1097	53	22	level	level	NOUN
sc-1097	53	23	data	datum	NOUN
sc-1097	53	24	and	and	CCONJ
sc-1097	53	25	facilitating	facilitate	VERB
sc-1097	53	26	studies	study	NOUN
sc-1097	53	27	that	that	PRON
sc-1097	53	28	enable	enable	VERB
sc-1097	53	29	the	the	DET
sc-1097	53	30	adoption	adoption	NOUN
sc-1097	53	31	of	of	ADP
sc-1097	53	32	these	these	DET
sc-1097	53	33	systems	system	NOUN
sc-1097	53	34	in	in	ADP
sc-1097	53	35	urban	urban	ADJ
sc-1097	53	36	transportation	transportation	NOUN
sc-1097	53	37	networks	network	NOUN
sc-1097	53	38	[	[	X
sc-1097	53	39	9	9	NUM
sc-1097	53	40	]	]	PUNCT
sc-1097	53	41	.	.	PUNCT
sc-1097	54	1	evolving	evolve	VERB
sc-1097	54	2	fourthgeneration	fourthgeneration	PROPN
sc-1097	54	3	bss	bss	PROPN
sc-1097	54	4	,	,	PUNCT
sc-1097	54	5	provided	provide	VERB
sc-1097	54	6	additional	additional	ADJ
sc-1097	54	7	key	key	ADJ
sc-1097	54	8	data	datum	NOUN
sc-1097	54	9	on	on	ADP
sc-1097	54	10	users	user	NOUN
sc-1097	54	11	’	’	PART
sc-1097	54	12	behavior	behavior	NOUN
sc-1097	54	13	and	and	CCONJ
sc-1097	54	14	trip	trip	NOUN
sc-1097	54	15	patterns	pattern	NOUN
sc-1097	54	16	.	.	PUNCT
sc-1097	55	1	monitoring	monitoring	NOUN
sc-1097	55	2	makes	make	VERB
sc-1097	55	3	possible	possible	ADJ
sc-1097	55	4	the	the	DET
sc-1097	55	5	identification	identification	NOUN
sc-1097	55	6	of	of	ADP
sc-1097	55	7	system	system	NOUN
sc-1097	55	8	performance	performance	NOUN
sc-1097	55	9	and	and	CCONJ
sc-1097	55	10	data	datum	NOUN
sc-1097	55	11	analysis	analysis	NOUN
sc-1097	55	12	provides	provide	VERB
sc-1097	55	13	insights	insight	NOUN
sc-1097	55	14	into	into	ADP
sc-1097	55	15	users	user	NOUN
sc-1097	55	16	’	'	PUNCT
sc-1097	55	17	behavior	behavior	NOUN
sc-1097	56	1	[	[	X
sc-1097	56	2	10	10	NUM
sc-1097	56	3	]	]	PUNCT
sc-1097	56	4	,	,	PUNCT
sc-1097	56	5	enabling	enable	VERB
sc-1097	56	6	to	to	PART
sc-1097	56	7	balance	balance	VERB
sc-1097	56	8	bike	bike	NOUN
sc-1097	56	9	demand	demand	NOUN
sc-1097	56	10	and	and	CCONJ
sc-1097	56	11	improve	improve	VERB
sc-1097	56	12	bike	bike	NOUN
sc-1097	56	13	network	network	NOUN
sc-1097	56	14	resilience	resilience	NOUN
sc-1097	56	15	and	and	CCONJ
sc-1097	56	16	response	response	NOUN
sc-1097	56	17	.	.	PUNCT
sc-1097	57	1	the	the	DET
sc-1097	57	2	latest	late	ADJ
sc-1097	57	3	bike	bike	NOUN
sc-1097	57	4	-	-	PUNCT
sc-1097	57	5	sharing	share	VERB
sc-1097	57	6	systems	system	NOUN
sc-1097	57	7	technology	technology	NOUN
sc-1097	57	8	[	[	X
sc-1097	57	9	11	11	NUM
sc-1097	57	10	]	]	PUNCT
sc-1097	57	11	uses	use	VERB
sc-1097	57	12	two	two	NUM
sc-1097	57	13	configurations	configuration	NOUN
sc-1097	57	14	:	:	PUNCT
sc-1097	57	15	a	a	DET
sc-1097	57	16	fixed	fix	VERB
sc-1097	57	17	number	number	NOUN
sc-1097	57	18	of	of	ADP
sc-1097	57	19	bike	bike	NOUN
sc-1097	57	20	stations	station	NOUN
sc-1097	57	21	to	to	PART
sc-1097	57	22	hire	hire	VERB
sc-1097	57	23	and	and	CCONJ
sc-1097	57	24	return	return	VERB
sc-1097	57	25	bikes	bike	NOUN
sc-1097	57	26	,	,	PUNCT
sc-1097	57	27	and	and	CCONJ
sc-1097	57	28	a	a	DET
sc-1097	57	29	free	free	ADJ
sc-1097	57	30	placement	placement	NOUN
sc-1097	57	31	scheme	scheme	NOUN
sc-1097	57	32	.	.	PUNCT
sc-1097	58	1	bike	bike	NOUN
sc-1097	58	2	stations	station	NOUN
sc-1097	58	3	can	can	AUX
sc-1097	58	4	be	be	AUX
sc-1097	58	5	monitored	monitor	VERB
sc-1097	58	6	in	in	ADP
sc-1097	58	7	real	real	ADJ
sc-1097	58	8	-	-	PUNCT
sc-1097	58	9	time	time	NOUN
sc-1097	58	10	on	on	ADP
sc-1097	58	11	online	online	ADJ
sc-1097	58	12	maps	map	NOUN
sc-1097	58	13	.	.	PUNCT
sc-1097	59	1	application	application	NOUN
sc-1097	59	2	programming	programming	NOUN
sc-1097	59	3	interfaces	interface	NOUN
sc-1097	59	4	(	(	PUNCT
sc-1097	59	5	api	api	NOUN
sc-1097	59	6	)	)	PUNCT
sc-1097	59	7	,	,	PUNCT
sc-1097	59	8	accessing	access	VERB
sc-1097	59	9	the	the	DET
sc-1097	59	10	network	network	NOUN
sc-1097	59	11	usage	usage	NOUN
sc-1097	59	12	data	datum	NOUN
sc-1097	59	13	,	,	PUNCT
sc-1097	59	14	is	be	AUX
sc-1097	59	15	supplied	supply	VERB
sc-1097	59	16	by	by	ADP
sc-1097	59	17	operators	operator	NOUN
sc-1097	59	18	and	and	CCONJ
sc-1097	59	19	specified	specify	VERB
sc-1097	59	20	by	by	ADP
sc-1097	59	21	external	external	ADJ
sc-1097	59	22	software	software	NOUN
sc-1097	59	23	developers	developer	NOUN
sc-1097	59	24	.	.	PUNCT
sc-1097	60	1	in	in	ADP
sc-1097	60	2	europe	europe	PROPN
sc-1097	60	3	,	,	PUNCT
sc-1097	60	4	such	such	ADJ
sc-1097	60	5	access	access	NOUN
sc-1097	60	6	is	be	AUX
sc-1097	60	7	governed	govern	VERB
sc-1097	60	8	by	by	ADP
sc-1097	60	9	the	the	DET
sc-1097	60	10	gdpr	gdpr	PROPN
sc-1097	60	11	–	–	PUNCT
sc-1097	60	12	general	general	ADJ
sc-1097	60	13	data	data	NOUN
sc-1097	60	14	protection	protection	NOUN
sc-1097	60	15	regulation	regulation	NOUN
sc-1097	60	16	[	[	X
sc-1097	60	17	12	12	NUM
sc-1097	60	18	]	]	PUNCT
sc-1097	60	19	,	,	PUNCT
sc-1097	60	20	enforced	enforce	VERB
sc-1097	60	21	since	since	SCONJ
sc-1097	60	22	2018	2018	NUM
sc-1097	60	23	,	,	PUNCT
sc-1097	60	24	including	include	VERB
sc-1097	60	25	provisions	provision	NOUN
sc-1097	60	26	for	for	ADP
sc-1097	60	27	personal	personal	ADJ
sc-1097	60	28	data	datum	NOUN
sc-1097	60	29	privacy	privacy	NOUN
sc-1097	60	30	and	and	CCONJ
sc-1097	60	31	protection	protection	NOUN
sc-1097	60	32	,	,	PUNCT
sc-1097	60	33	including	include	VERB
sc-1097	60	34	data	data	NOUN
sc-1097	60	35	anonymization	anonymization	NOUN
sc-1097	60	36	.	.	PUNCT
sc-1097	61	1	this	this	DET
sc-1097	61	2	scheme	scheme	NOUN
sc-1097	61	3	produces	produce	VERB
sc-1097	61	4	usage	usage	NOUN
sc-1097	61	5	datasets	dataset	NOUN
sc-1097	61	6	,	,	PUNCT
sc-1097	61	7	of	of	ADP
sc-1097	61	8	critical	critical	ADJ
sc-1097	61	9	importance	importance	NOUN
sc-1097	61	10	in	in	ADP
sc-1097	61	11	transportation	transportation	NOUN
sc-1097	61	12	research	research	NOUN
sc-1097	61	13	[	[	X
sc-1097	61	14	11	11	NUM
sc-1097	61	15	]	]	PUNCT
sc-1097	61	16	.	.	PUNCT
sc-1097	62	1	o’brien	o’brien	NOUN
sc-1097	63	1	[	[	X
sc-1097	63	2	11	11	NUM
sc-1097	63	3	]	]	PUNCT
sc-1097	63	4	first	first	ADV
sc-1097	63	5	analyzed	analyze	VERB
sc-1097	63	6	38	38	NUM
sc-1097	63	7	bike	bike	NOUN
sc-1097	63	8	-	-	PUNCT
sc-1097	63	9	sharing	share	VERB
sc-1097	63	10	systems	system	NOUN
sc-1097	63	11	in	in	ADP
sc-1097	63	12	europe	europe	PROPN
sc-1097	63	13	,	,	PUNCT
sc-1097	63	14	the	the	DET
sc-1097	63	15	middle	middle	PROPN
sc-1097	63	16	east	east	PROPN
sc-1097	63	17	,	,	PUNCT
sc-1097	63	18	asia	asia	PROPN
sc-1097	63	19	,	,	PUNCT
sc-1097	63	20	australasia	australasia	PROPN
sc-1097	63	21	and	and	CCONJ
sc-1097	63	22	the	the	DET
sc-1097	63	23	americas	america	NOUN
sc-1097	63	24	,	,	PUNCT
sc-1097	63	25	identifying	identify	VERB
sc-1097	63	26	behavior	behavior	NOUN
sc-1097	63	27	patterns	pattern	NOUN
sc-1097	63	28	.	.	PUNCT
sc-1097	64	1	metrics	metric	NOUN
sc-1097	64	2	were	be	AUX
sc-1097	64	3	applied	apply	VERB
sc-1097	64	4	to	to	PART
sc-1097	64	5	classify	classify	VERB
sc-1097	64	6	bss	bss	NOUN
sc-1097	64	7	based	base	VERB
sc-1097	64	8	on	on	ADP
sc-1097	64	9	non	non	ADJ
sc-1097	64	10	-	-	ADJ
sc-1097	64	11	spatial	spatial	ADJ
sc-1097	64	12	and	and	CCONJ
sc-1097	64	13	spatial	spatial	ADJ
sc-1097	64	14	eai	eai	PROPN
sc-1097	64	15	endorsed	endorse	VERB
sc-1097	64	16	transactions	transaction	NOUN
sc-1097	64	17	on	on	ADP
sc-1097	64	18	smart	smart	ADJ
sc-1097	64	19	cities	city	NOUN
sc-1097	64	20	08	08	NUM
sc-1097	64	21	2021	2021	NUM
sc-1097	64	22	10	10	NUM
sc-1097	64	23	2021	2021	NUM
sc-1097	64	24	|	|	ADV
sc-1097	64	25	volume	volume	NOUN
sc-1097	64	26	5	5	NUM
sc-1097	64	27	|	|	ADV
sc-1097	64	28	issue	issue	NOUN
sc-1097	64	29	16	16	NUM
sc-1097	64	30	|	|	NOUN
sc-1097	64	31	e2	e2	PROPN
sc-1097	64	32	bike	bike	NOUN
sc-1097	64	33	-	-	PUNCT
sc-1097	64	34	sharing	share	VERB
sc-1097	64	35	mobility	mobility	NOUN
sc-1097	64	36	patterns	pattern	NOUN
sc-1097	64	37	:	:	PUNCT
sc-1097	64	38	a	a	DET
sc-1097	64	39	data	data	NOUN
sc-1097	64	40	-	-	PUNCT
sc-1097	64	41	driven	drive	VERB
sc-1097	64	42	analysis	analysis	NOUN
sc-1097	64	43	for	for	ADP
sc-1097	64	44	the	the	DET
sc-1097	64	45	city	city	NOUN
sc-1097	64	46	of	of	ADP
sc-1097	64	47	lisbon	lisbon	PROPN
sc-1097	64	48	3	3	NUM
sc-1097	64	49	location	location	NOUN
sc-1097	64	50	attributes	attribute	NOUN
sc-1097	64	51	and	and	CCONJ
sc-1097	64	52	temporal	temporal	ADJ
sc-1097	64	53	usage	usage	NOUN
sc-1097	64	54	statistics	statistic	NOUN
sc-1097	64	55	,	,	PUNCT
sc-1097	64	56	and	and	CCONJ
sc-1097	64	57	a	a	DET
sc-1097	64	58	qualitative	qualitative	ADJ
sc-1097	64	59	classification	classification	NOUN
sc-1097	64	60	.	.	PUNCT
sc-1097	65	1	the	the	DET
sc-1097	65	2	study	study	NOUN
sc-1097	65	3	also	also	ADV
sc-1097	65	4	proposed	propose	VERB
sc-1097	65	5	applications	application	NOUN
sc-1097	65	6	such	such	ADJ
sc-1097	65	7	as	as	ADP
sc-1097	65	8	demographic	demographic	ADJ
sc-1097	65	9	analysis	analysis	NOUN
sc-1097	65	10	and	and	CCONJ
sc-1097	65	11	the	the	DET
sc-1097	65	12	role	role	NOUN
sc-1097	65	13	of	of	ADP
sc-1097	65	14	operator	operator	NOUN
sc-1097	65	15	redistribution	redistribution	NOUN
sc-1097	65	16	activity	activity	NOUN
sc-1097	65	17	.	.	PUNCT
sc-1097	66	1	other	other	ADJ
sc-1097	66	2	authors	author	NOUN
sc-1097	66	3	have	have	AUX
sc-1097	66	4	studied	study	VERB
sc-1097	66	5	bsss	bsss	NOUN
sc-1097	66	6	mobility	mobility	NOUN
sc-1097	66	7	patterns	pattern	NOUN
sc-1097	66	8	resulting	result	VERB
sc-1097	66	9	in	in	ADP
sc-1097	66	10	insights	insight	NOUN
sc-1097	66	11	about	about	ADP
sc-1097	66	12	station	station	NOUN
sc-1097	66	13	and	and	CCONJ
sc-1097	66	14	bike	bike	NOUN
sc-1097	66	15	trip	trip	NOUN
sc-1097	66	16	patterns	pattern	NOUN
sc-1097	66	17	analysis	analysis	NOUN
sc-1097	66	18	.	.	PUNCT
sc-1097	67	1	one	one	NUM
sc-1097	67	2	of	of	ADP
sc-1097	67	3	the	the	DET
sc-1097	67	4	most	most	ADV
sc-1097	67	5	sophisticated	sophisticated	ADJ
sc-1097	67	6	bss	bss	NOUN
sc-1097	67	7	in	in	ADP
sc-1097	67	8	the	the	DET
sc-1097	67	9	world	world	NOUN
sc-1097	67	10	is	be	AUX
sc-1097	67	11	in	in	ADP
sc-1097	67	12	copenhagen	copenhagen	PROPN
sc-1097	67	13	,	,	PUNCT
sc-1097	67	14	reaching	reach	VERB
sc-1097	67	15	a	a	DET
sc-1097	67	16	ratio	ratio	NOUN
sc-1097	67	17	of	of	ADP
sc-1097	67	18	557,920	557,920	NUM
sc-1097	67	19	inhabitants	inhabitant	NOUN
sc-1097	67	20	for	for	ADP
sc-1097	67	21	650,000	650,000	NUM
sc-1097	67	22	bikes	bike	NOUN
sc-1097	67	23	,	,	PUNCT
sc-1097	67	24	with	with	ADP
sc-1097	67	25	48,000	48,000	NUM
sc-1097	67	26	bike	bike	NOUN
sc-1097	67	27	stations	station	NOUN
sc-1097	67	28	and	and	CCONJ
sc-1097	67	29	429	429	NUM
sc-1097	67	30	km	km	NOUN
sc-1097	67	31	of	of	ADP
sc-1097	67	32	cycle	cycle	NOUN
sc-1097	67	33	lanes	lane	NOUN
sc-1097	67	34	[	[	X
sc-1097	67	35	13	13	NUM
sc-1097	67	36	]	]	PUNCT
sc-1097	67	37	.	.	PUNCT
sc-1097	68	1	overall	overall	ADV
sc-1097	68	2	,	,	PUNCT
sc-1097	68	3	it	it	PRON
sc-1097	68	4	is	be	AUX
sc-1097	68	5	estimated	estimate	VERB
sc-1097	68	6	that	that	SCONJ
sc-1097	68	7	1,27	1,27	NUM
sc-1097	68	8	million	million	NUM
sc-1097	68	9	km	km	NOUN
sc-1097	68	10	are	be	AUX
sc-1097	68	11	travelled	travel	VERB
sc-1097	68	12	daily	daily	ADV
sc-1097	68	13	with	with	ADP
sc-1097	68	14	5	5	NUM
sc-1097	68	15	times	time	NOUN
sc-1097	68	16	more	more	ADJ
sc-1097	68	17	bicycles	bicycle	NOUN
sc-1097	68	18	entering	enter	VERB
sc-1097	68	19	the	the	DET
sc-1097	68	20	city	city	NOUN
sc-1097	68	21	than	than	ADP
sc-1097	68	22	cars	car	NOUN
sc-1097	68	23	,	,	PUNCT
sc-1097	68	24	resulting	result	VERB
sc-1097	68	25	in	in	ADP
sc-1097	68	26	4/5	4/5	NUM
sc-1097	68	27	access	access	NOUN
sc-1097	68	28	to	to	ADP
sc-1097	68	29	bikes	bike	NOUN
sc-1097	68	30	.	.	PUNCT
sc-1097	69	1	jensen	jensen	PROPN
sc-1097	70	1	[	[	X
sc-1097	70	2	14	14	NUM
sc-1097	70	3	]	]	PUNCT
sc-1097	70	4	studied	study	VERB
sc-1097	70	5	vélov	vélov	PROPN
sc-1097	70	6	bss	bss	PROPN
sc-1097	70	7	,	,	PUNCT
sc-1097	70	8	in	in	ADP
sc-1097	70	9	lyon	lyon	PROPN
sc-1097	70	10	(	(	PUNCT
sc-1097	70	11	france	france	PROPN
sc-1097	70	12	)	)	PUNCT
sc-1097	70	13	and	and	CCONJ
sc-1097	70	14	analyzed	analyze	VERB
sc-1097	70	15	11,6	11,6	NUM
sc-1097	70	16	million	million	NUM
sc-1097	70	17	journeys	journey	NOUN
sc-1097	70	18	resulting	result	VERB
sc-1097	70	19	in	in	ADP
sc-1097	70	20	a	a	DET
sc-1097	70	21	visualization	visualization	NOUN
sc-1097	70	22	map	map	NOUN
sc-1097	70	23	.	.	PUNCT
sc-1097	71	1	characteristics	characteristic	NOUN
sc-1097	71	2	,	,	PUNCT
sc-1097	71	3	such	such	ADJ
sc-1097	71	4	as	as	ADP
sc-1097	71	5	peak	peak	NOUN
sc-1097	71	6	hour	hour	NOUN
sc-1097	71	7	,	,	PUNCT
sc-1097	71	8	peak	peak	NOUN
sc-1097	71	9	usage	usage	NOUN
sc-1097	71	10	and	and	CCONJ
sc-1097	71	11	speed	speed	NOUN
sc-1097	71	12	in	in	ADP
sc-1097	71	13	commute	commute	NOUN
sc-1097	71	14	were	be	AUX
sc-1097	71	15	analyzed	analyze	VERB
sc-1097	71	16	,	,	PUNCT
sc-1097	71	17	showing	show	VERB
sc-1097	71	18	that	that	SCONJ
sc-1097	71	19	the	the	DET
sc-1097	71	20	highest	high	ADJ
sc-1097	71	21	speed	speed	NOUN
sc-1097	71	22	occurs	occur	VERB
sc-1097	71	23	in	in	ADP
sc-1097	71	24	the	the	DET
sc-1097	71	25	morning	morning	NOUN
sc-1097	71	26	peak	peak	NOUN
sc-1097	71	27	.	.	PUNCT
sc-1097	72	1	the	the	DET
sc-1097	72	2	london	london	PROPN
sc-1097	72	3	bss	bss	PROPN
sc-1097	72	4	network	network	NOUN
sc-1097	72	5	(	(	PUNCT
sc-1097	72	6	santander	santander	NOUN
sc-1097	72	7	cycles	cycle	NOUN
sc-1097	72	8	)	)	PUNCT
sc-1097	72	9	is	be	AUX
sc-1097	72	10	also	also	ADV
sc-1097	72	11	expanding	expand	VERB
sc-1097	72	12	.	.	PUNCT
sc-1097	73	1	in	in	ADP
sc-1097	73	2	2016	2016	NUM
sc-1097	73	3	it	it	PRON
sc-1097	73	4	reached	reach	VERB
sc-1097	73	5	11,000	11,000	NUM
sc-1097	73	6	bicycles	bicycle	NOUN
sc-1097	73	7	for	for	ADP
sc-1097	73	8	8,416,535	8,416,535	NUM
sc-1097	73	9	inhabitants	inhabitant	NOUN
sc-1097	73	10	,	,	PUNCT
sc-1097	73	11	with	with	ADP
sc-1097	73	12	750	750	NUM
sc-1097	73	13	bike	bike	NOUN
sc-1097	73	14	stations	station	NOUN
sc-1097	73	15	,	,	PUNCT
sc-1097	73	16	402,199	402,199	NUM
sc-1097	73	17	km	km	NOUN
sc-1097	73	18	travelled	travel	VERB
sc-1097	73	19	daily	daily	ADV
sc-1097	73	20	and	and	CCONJ
sc-1097	73	21	131,000	131,000	NUM
sc-1097	73	22	bicycle	bicycle	NOUN
sc-1097	73	23	trips	trip	NOUN
sc-1097	73	24	.	.	PUNCT
sc-1097	74	1	london	london	PROPN
sc-1097	74	2	bss	bss	PROPN
sc-1097	74	3	station	station	PROPN
sc-1097	74	4	data	data	PROPN
sc-1097	74	5	,	,	PUNCT
sc-1097	74	6	analyzed	analyze	VERB
sc-1097	74	7	by	by	ADP
sc-1097	74	8	lathia	lathia	NOUN
sc-1097	74	9	[	[	X
sc-1097	74	10	15	15	NUM
sc-1097	74	11	]	]	PUNCT
sc-1097	74	12	and	and	CCONJ
sc-1097	74	13	jensen	jensen	PROPN
sc-1097	75	1	[	[	X
sc-1097	75	2	14	14	NUM
sc-1097	75	3	]	]	PUNCT
sc-1097	75	4	,	,	PUNCT
sc-1097	75	5	observed	observe	VERB
sc-1097	75	6	usage	usage	NOUN
sc-1097	75	7	peaks	peak	NOUN
sc-1097	75	8	and	and	CCONJ
sc-1097	75	9	significant	significant	ADJ
sc-1097	75	10	weekday	weekday	NOUN
sc-1097	75	11	and	and	CCONJ
sc-1097	75	12	weekend	weekend	NOUN
sc-1097	75	13	differences	difference	NOUN
sc-1097	75	14	.	.	PUNCT
sc-1097	76	1	spatial	spatial	ADJ
sc-1097	76	2	clusters	cluster	NOUN
sc-1097	76	3	with	with	ADP
sc-1097	76	4	distinctive	distinctive	ADJ
sc-1097	76	5	structures	structure	NOUN
sc-1097	76	6	were	be	AUX
sc-1097	76	7	found	find	VERB
sc-1097	76	8	grouping	group	VERB
sc-1097	76	9	intra	intra	ADJ
sc-1097	76	10	-	-	ADJ
sc-1097	76	11	day	day	NOUN
sc-1097	76	12	usage	usage	NOUN
sc-1097	76	13	patterns	pattern	NOUN
sc-1097	76	14	.	.	PUNCT
sc-1097	77	1	studies	study	NOUN
sc-1097	77	2	show	show	VERB
sc-1097	77	3	that	that	SCONJ
sc-1097	77	4	longer	long	ADJ
sc-1097	77	5	bss	bss	NOUN
sc-1097	77	6	trips	trip	NOUN
sc-1097	77	7	are	be	AUX
sc-1097	77	8	observed	observe	VERB
sc-1097	77	9	in	in	ADP
sc-1097	77	10	larger	large	ADJ
sc-1097	77	11	cities	city	NOUN
sc-1097	77	12	such	such	ADJ
sc-1097	77	13	as	as	ADP
sc-1097	77	14	chicago	chicago	PROPN
sc-1097	77	15	[	[	X
sc-1097	77	16	16	16	NUM
sc-1097	77	17	]	]	PUNCT
sc-1097	77	18	and	and	CCONJ
sc-1097	77	19	new	new	PROPN
sc-1097	77	20	york	york	PROPN
sc-1097	77	21	,	,	PUNCT
sc-1097	77	22	although	although	SCONJ
sc-1097	77	23	the	the	DET
sc-1097	77	24	latter	latter	ADJ
sc-1097	77	25	differs	differ	VERB
sc-1097	77	26	between	between	ADP
sc-1097	77	27	weekday	weekday	NOUN
sc-1097	77	28	and	and	CCONJ
sc-1097	77	29	weekend	weekend	NOUN
sc-1097	77	30	usage	usage	NOUN
sc-1097	77	31	[	[	X
sc-1097	77	32	17	17	NUM
sc-1097	77	33	]	]	PUNCT
sc-1097	77	34	.	.	PUNCT
sc-1097	78	1	caulfield	caulfield	PROPN
sc-1097	79	1	[	[	X
sc-1097	79	2	18	18	NUM
sc-1097	79	3	]	]	PUNCT
sc-1097	79	4	findings	finding	NOUN
sc-1097	79	5	showed	show	VERB
sc-1097	79	6	that	that	SCONJ
sc-1097	79	7	most	most	ADJ
sc-1097	79	8	bss	bss	NOUN
sc-1097	79	9	trips	trip	NOUN
sc-1097	79	10	in	in	ADP
sc-1097	79	11	medium	medium	ADJ
sc-1097	79	12	-	-	PUNCT
sc-1097	79	13	sized	sized	ADJ
sc-1097	79	14	cities	city	NOUN
sc-1097	79	15	were	be	AUX
sc-1097	79	16	short	short	ADJ
sc-1097	79	17	and	and	CCONJ
sc-1097	79	18	frequent	frequent	ADJ
sc-1097	79	19	trips	trip	NOUN
sc-1097	79	20	.	.	PUNCT
sc-1097	80	1	weather	weather	NOUN
sc-1097	80	2	conditions	condition	NOUN
sc-1097	80	3	also	also	ADV
sc-1097	80	4	had	have	VERB
sc-1097	80	5	an	an	DET
sc-1097	80	6	important	important	ADJ
sc-1097	80	7	impact	impact	NOUN
sc-1097	80	8	,	,	PUNCT
sc-1097	80	9	meaning	mean	VERB
sc-1097	80	10	that	that	SCONJ
sc-1097	80	11	good	good	ADJ
sc-1097	80	12	weather	weather	NOUN
sc-1097	80	13	conditions	condition	NOUN
sc-1097	80	14	corresponded	correspond	VERB
sc-1097	80	15	to	to	ADP
sc-1097	80	16	increased	increase	VERB
sc-1097	80	17	trips	trip	NOUN
sc-1097	80	18	.	.	PUNCT
sc-1097	81	1	el	el	PROPN
sc-1097	81	2	-	-	PROPN
sc-1097	81	3	assi	assi	PROPN
sc-1097	81	4	[	[	X
sc-1097	81	5	19	19	NUM
sc-1097	81	6	]	]	PUNCT
sc-1097	81	7	analyzed	analyze	VERB
sc-1097	81	8	the	the	DET
sc-1097	81	9	variation	variation	NOUN
sc-1097	81	10	of	of	ADP
sc-1097	81	11	trip	trip	NOUN
sc-1097	81	12	activity	activity	NOUN
sc-1097	81	13	along	along	ADP
sc-1097	81	14	the	the	DET
sc-1097	81	15	season	season	NOUN
sc-1097	81	16	,	,	PUNCT
sc-1097	81	17	month	month	NOUN
sc-1097	81	18	,	,	PUNCT
sc-1097	81	19	week	week	NOUN
sc-1097	81	20	and	and	CCONJ
sc-1097	81	21	hour	hour	NOUN
sc-1097	81	22	,	,	PUNCT
sc-1097	81	23	establishing	establish	VERB
sc-1097	81	24	correlations	correlation	NOUN
sc-1097	81	25	between	between	ADP
sc-1097	81	26	these	these	DET
sc-1097	81	27	variables	variable	NOUN
sc-1097	81	28	.	.	PUNCT
sc-1097	82	1	the	the	DET
sc-1097	82	2	authors	author	NOUN
sc-1097	82	3	found	find	VERB
sc-1097	82	4	a	a	DET
sc-1097	82	5	positive	positive	ADJ
sc-1097	82	6	correlation	correlation	NOUN
sc-1097	82	7	with	with	ADP
sc-1097	82	8	temperature	temperature	NOUN
sc-1097	82	9	calculated	calculate	VERB
sc-1097	82	10	for	for	ADP
sc-1097	82	11	each	each	DET
sc-1097	82	12	season	season	NOUN
sc-1097	82	13	.	.	PUNCT
sc-1097	83	1	other	other	ADJ
sc-1097	83	2	studies	study	NOUN
sc-1097	83	3	showed	show	VERB
sc-1097	83	4	that	that	PRON
sc-1097	83	5	morning	morning	NOUN
sc-1097	83	6	and	and	CCONJ
sc-1097	83	7	afternoon	afternoon	NOUN
sc-1097	83	8	peak	peak	NOUN
sc-1097	83	9	patterns	pattern	NOUN
sc-1097	83	10	are	be	AUX
sc-1097	83	11	different	different	ADJ
sc-1097	83	12	in	in	ADP
sc-1097	83	13	bss	bss	PROPN
sc-1097	83	14	.	.	PUNCT
sc-1097	84	1	han	han	PROPN
sc-1097	84	2	study	study	PROPN
sc-1097	85	1	[	[	X
sc-1097	85	2	20	20	NUM
sc-1097	85	3	]	]	PUNCT
sc-1097	85	4	on	on	ADP
sc-1097	85	5	san	san	PROPN
sc-1097	85	6	francisco	francisco	PROPN
sc-1097	85	7	spatial	spatial	ADJ
sc-1097	85	8	-	-	PUNCT
sc-1097	85	9	temporal	temporal	ADJ
sc-1097	85	10	bike	bike	NOUN
sc-1097	85	11	trip	trip	NOUN
sc-1097	85	12	patterns	pattern	NOUN
sc-1097	85	13	,	,	PUNCT
sc-1097	85	14	showed	show	VERB
sc-1097	85	15	that	that	SCONJ
sc-1097	85	16	,	,	PUNCT
sc-1097	85	17	in	in	ADP
sc-1097	85	18	the	the	DET
sc-1097	85	19	hourly	hourly	ADJ
sc-1097	85	20	metrics	metric	NOUN
sc-1097	85	21	analysis	analysis	NOUN
sc-1097	85	22	,	,	PUNCT
sc-1097	85	23	most	most	ADJ
sc-1097	85	24	of	of	ADP
sc-1097	85	25	the	the	DET
sc-1097	85	26	trips	trip	NOUN
sc-1097	85	27	were	be	AUX
sc-1097	85	28	between	between	ADP
sc-1097	85	29	8:00	8:00	NUM
sc-1097	85	30	-	-	SYM
sc-1097	85	31	9:00	9:00	NUM
sc-1097	85	32	am	am	NOUN
sc-1097	85	33	and	and	CCONJ
sc-1097	85	34	5:00	5:00	NUM
sc-1097	85	35	-	-	PUNCT
sc-1097	85	36	6:00	6:00	NUM
sc-1097	85	37	pm	pm	NOUN
sc-1097	85	38	,	,	PUNCT
sc-1097	85	39	meaning	mean	VERB
sc-1097	85	40	that	that	SCONJ
sc-1097	85	41	most	most	ADJ
sc-1097	85	42	users	user	NOUN
sc-1097	85	43	use	use	VERB
sc-1097	85	44	bikes	bike	NOUN
sc-1097	85	45	to	to	PART
sc-1097	85	46	commute	commute	VERB
sc-1097	85	47	to	to	ADP
sc-1097	85	48	work	work	NOUN
sc-1097	85	49	.	.	PUNCT
sc-1097	86	1	el	el	PROPN
sc-1097	86	2	-	-	PROPN
sc-1097	86	3	assi	assi	PROPN
sc-1097	86	4	[	[	X
sc-1097	86	5	19	19	NUM
sc-1097	86	6	]	]	PUNCT
sc-1097	86	7	found	find	VERB
sc-1097	86	8	similar	similar	ADJ
sc-1097	86	9	results	result	NOUN
sc-1097	86	10	in	in	ADP
sc-1097	86	11	toronto	toronto	PROPN
sc-1097	86	12	bss	bss	PROPN
sc-1097	86	13	regarding	regard	VERB
sc-1097	86	14	day	day	NOUN
sc-1097	86	15	peaks	peak	NOUN
sc-1097	86	16	.	.	PUNCT
sc-1097	87	1	on	on	ADP
sc-1097	87	2	the	the	DET
sc-1097	87	3	other	other	ADJ
sc-1097	87	4	hand	hand	NOUN
sc-1097	87	5	,	,	PUNCT
sc-1097	87	6	in	in	ADP
sc-1097	87	7	montreal	montreal	PROPN
sc-1097	87	8	bixi	bixi	PROPN
sc-1097	87	9	bss	bss	PROPN
sc-1097	88	1	[	[	X
sc-1097	88	2	21	21	NUM
sc-1097	88	3	]	]	PUNCT
sc-1097	88	4	,	,	PUNCT
sc-1097	88	5	peaks	peak	NOUN
sc-1097	88	6	occurs	occur	VERB
sc-1097	88	7	in	in	ADP
sc-1097	88	8	the	the	DET
sc-1097	88	9	evening	evening	NOUN
sc-1097	88	10	and	and	CCONJ
sc-1097	88	11	weekends	weekend	NOUN
sc-1097	88	12	.	.	PUNCT
sc-1097	89	1	clustering	cluster	VERB
sc-1097	89	2	algorithms	algorithms	NOUN
sc-1097	89	3	studies	study	NOUN
sc-1097	89	4	on	on	ADP
sc-1097	89	5	bss	bss	PROPN
sc-1097	89	6	data	datum	NOUN
sc-1097	89	7	are	be	AUX
sc-1097	89	8	applied	apply	VERB
sc-1097	89	9	by	by	ADP
sc-1097	89	10	combining	combine	VERB
sc-1097	89	11	temporal	temporal	ADJ
sc-1097	89	12	and	and	CCONJ
sc-1097	89	13	spatial	spatial	ADJ
sc-1097	89	14	attributes	attribute	NOUN
sc-1097	89	15	variables	variable	NOUN
sc-1097	89	16	.	.	PUNCT
sc-1097	90	1	more	more	ADV
sc-1097	90	2	specifically	specifically	ADV
sc-1097	90	3	,	,	PUNCT
sc-1097	90	4	three	three	NUM
sc-1097	90	5	clustering	cluster	VERB
sc-1097	90	6	algorithms	algorithm	NOUN
sc-1097	90	7	are	be	AUX
sc-1097	90	8	the	the	DET
sc-1097	90	9	most	most	ADV
sc-1097	90	10	common	common	ADJ
sc-1097	90	11	.	.	PUNCT
sc-1097	91	1	,	,	PUNCT
sc-1097	91	2	namely	namely	ADV
sc-1097	91	3	,	,	PUNCT
sc-1097	91	4	hierarchical	hierarchical	ADJ
sc-1097	91	5	clustering	clustering	NOUN
sc-1097	91	6	[	[	X
sc-1097	91	7	16	16	NUM
sc-1097	91	8	]	]	PUNCT
sc-1097	91	9	,	,	PUNCT
sc-1097	91	10	[	[	X
sc-1097	91	11	22	22	NUM
sc-1097	91	12	]	]	PUNCT
sc-1097	91	13	,	,	PUNCT
sc-1097	91	14	[	[	X
sc-1097	91	15	23	23	NUM
sc-1097	91	16	]	]	PUNCT
sc-1097	91	17	,	,	PUNCT
sc-1097	91	18	community	community	NOUN
sc-1097	91	19	detection	detection	NOUN
sc-1097	91	20	clustering	cluster	VERB
sc-1097	91	21	[	[	X
sc-1097	91	22	16	16	NUM
sc-1097	91	23	]	]	PUNCT
sc-1097	91	24	,	,	PUNCT
sc-1097	91	25	[	[	X
sc-1097	91	26	24	24	NUM
sc-1097	91	27	]	]	PUNCT
sc-1097	91	28	,	,	PUNCT
sc-1097	91	29	and	and	CCONJ
sc-1097	91	30	k	k	X
sc-1097	91	31	-	-	PUNCT
sc-1097	91	32	means	means	NOUN
sc-1097	91	33	clustering	clustering	NOUN
sc-1097	91	34	,	,	PUNCT
sc-1097	91	35	[	[	X
sc-1097	91	36	24]–[27	24]–[27	NUM
sc-1097	91	37	]	]	PUNCT
sc-1097	91	38	.	.	PUNCT
sc-1097	92	1	according	accord	VERB
sc-1097	92	2	to	to	ADP
sc-1097	92	3	caggiani	caggiani	PROPN
sc-1097	92	4	[	[	X
sc-1097	92	5	24	24	NUM
sc-1097	92	6	]	]	PUNCT
sc-1097	92	7	,	,	PUNCT
sc-1097	92	8	who	who	PRON
sc-1097	92	9	analyzed	analyze	VERB
sc-1097	92	10	the	the	DET
sc-1097	92	11	three	three	NUM
sc-1097	92	12	clustering	clustering	ADJ
sc-1097	92	13	algorithms	algorithm	NOUN
sc-1097	92	14	'	'	PART
sc-1097	92	15	performance	performance	NOUN
sc-1097	92	16	,	,	PUNCT
sc-1097	92	17	k	k	NOUN
sc-1097	92	18	-	-	PUNCT
sc-1097	92	19	means	means	NOUN
sc-1097	92	20	has	have	AUX
sc-1097	92	21	been	be	AUX
sc-1097	92	22	proven	prove	VERB
sc-1097	92	23	to	to	PART
sc-1097	92	24	be	be	AUX
sc-1097	92	25	the	the	DET
sc-1097	92	26	best	good	ADJ
sc-1097	92	27	algorithm	algorithm	NOUN
sc-1097	92	28	to	to	PART
sc-1097	92	29	detect	detect	VERB
sc-1097	92	30	and	and	CCONJ
sc-1097	92	31	rebalance	rebalance	NOUN
sc-1097	92	32	bikesharing	bikeshare	VERB
sc-1097	92	33	usage	usage	NOUN
sc-1097	92	34	patterns	pattern	NOUN
sc-1097	92	35	.	.	PUNCT
sc-1097	93	1	our	our	PRON
sc-1097	93	2	previous	previous	ADJ
sc-1097	93	3	study	study	NOUN
sc-1097	93	4	[	[	X
sc-1097	93	5	6	6	NUM
sc-1097	93	6	]	]	PUNCT
sc-1097	93	7	focused	focus	VERB
sc-1097	93	8	in	in	ADP
sc-1097	93	9	2018	2018	NUM
sc-1097	93	10	lisbon	lisbon	PROPN
sc-1097	93	11	bss	bss	PROPN
sc-1097	93	12	data	data	PROPN
sc-1097	93	13	,	,	PUNCT
sc-1097	93	14	showing	show	VERB
sc-1097	93	15	that	that	SCONJ
sc-1097	93	16	64	64	NUM
sc-1097	93	17	%	%	NOUN
sc-1097	93	18	of	of	ADP
sc-1097	93	19	trips	trip	NOUN
sc-1097	93	20	are	be	AUX
sc-1097	93	21	done	do	VERB
sc-1097	93	22	in	in	ADP
sc-1097	93	23	june	june	PROPN
sc-1097	93	24	,	,	PUNCT
sc-1097	93	25	july	july	PROPN
sc-1097	93	26	,	,	PUNCT
sc-1097	93	27	august	august	PROPN
sc-1097	93	28	and	and	CCONJ
sc-1097	93	29	september	september	PROPN
sc-1097	93	30	,	,	PUNCT
sc-1097	93	31	and	and	CCONJ
sc-1097	93	32	82	82	NUM
sc-1097	93	33	%	%	NOUN
sc-1097	93	34	of	of	ADP
sc-1097	93	35	the	the	DET
sc-1097	93	36	trips	trip	NOUN
sc-1097	93	37	were	be	AUX
sc-1097	93	38	done	do	VERB
sc-1097	93	39	in	in	ADP
sc-1097	93	40	weekdays	weekday	NOUN
sc-1097	93	41	,	,	PUNCT
sc-1097	93	42	mainly	mainly	ADV
sc-1097	93	43	in	in	ADP
sc-1097	93	44	the	the	DET
sc-1097	93	45	peak	peak	NOUN
sc-1097	93	46	hours	hour	NOUN
sc-1097	93	47	(	(	PUNCT
sc-1097	93	48	8	8	NUM
sc-1097	93	49	-	-	SYM
sc-1097	93	50	9	9	NUM
sc-1097	93	51	am	am	NOUN
sc-1097	93	52	and	and	CCONJ
sc-1097	93	53	6	6	NUM
sc-1097	93	54	-	-	SYM
sc-1097	93	55	7	7	NUM
sc-1097	93	56	pm	pm	NOUN
sc-1097	93	57	)	)	PUNCT
sc-1097	93	58	.	.	PUNCT
sc-1097	94	1	regarding	regard	VERB
sc-1097	94	2	trip	trip	NOUN
sc-1097	94	3	correlation	correlation	NOUN
sc-1097	94	4	with	with	ADP
sc-1097	94	5	weather	weather	NOUN
sc-1097	94	6	,	,	PUNCT
sc-1097	94	7	it	it	PRON
sc-1097	94	8	showed	show	VERB
sc-1097	94	9	97	97	NUM
sc-1097	94	10	%	%	NOUN
sc-1097	94	11	usage	usage	NOUN
sc-1097	94	12	in	in	ADP
sc-1097	94	13	nonprecipitation	nonprecipitation	NOUN
sc-1097	94	14	days	day	NOUN
sc-1097	94	15	and	and	CCONJ
sc-1097	94	16	with	with	ADP
sc-1097	94	17	temperature	temperature	NOUN
sc-1097	94	18	between	between	ADP
sc-1097	94	19	20º	20º	NOUN
sc-1097	94	20	to	to	ADP
sc-1097	94	21	30º.	30º.	NUM
sc-1097	94	22	moreover	moreover	ADV
sc-1097	94	23	,	,	PUNCT
sc-1097	94	24	in	in	ADP
sc-1097	94	25	the	the	DET
sc-1097	94	26	clusters	cluster	NOUN
sc-1097	94	27	analysis	analysis	NOUN
sc-1097	94	28	[	[	X
sc-1097	94	29	6	6	NUM
sc-1097	94	30	]	]	PUNCT
sc-1097	94	31	we	we	PRON
sc-1097	94	32	observed	observe	VERB
sc-1097	94	33	four	four	NUM
sc-1097	94	34	clusters	cluster	NOUN
sc-1097	94	35	in	in	ADP
sc-1097	94	36	alvalade	alvalade	ADV
sc-1097	94	37	-	-	PUNCT
sc-1097	94	38	saldanha	saldanha	NOUN
sc-1097	94	39	,	,	PUNCT
sc-1097	94	40	telheiras	telheira	NOUN
sc-1097	94	41	-	-	PUNCT
sc-1097	94	42	campo	campo	NOUN
sc-1097	94	43	grande	grande	NOUN
sc-1097	94	44	,	,	PUNCT
sc-1097	94	45	marquês	marquês	PROPN
sc-1097	94	46	de	de	X
sc-1097	94	47	pombal	pombal	PROPN
sc-1097	94	48	-	-	PUNCT
sc-1097	94	49	baixa	baixa	NOUN
sc-1097	94	50	and	and	CCONJ
sc-1097	94	51	parque	parque	VERB
sc-1097	94	52	das	das	PROPN
sc-1097	94	53	nações	nações	NOUN
sc-1097	94	54	.	.	PUNCT
sc-1097	95	1	this	this	DET
sc-1097	95	2	study	study	NOUN
sc-1097	95	3	aims	aim	VERB
sc-1097	95	4	to	to	PART
sc-1097	95	5	take	take	VERB
sc-1097	95	6	a	a	DET
sc-1097	95	7	step	step	NOUN
sc-1097	95	8	further	far	ADV
sc-1097	95	9	and	and	CCONJ
sc-1097	95	10	understand	understand	VERB
sc-1097	95	11	the	the	DET
sc-1097	95	12	evolution	evolution	NOUN
sc-1097	95	13	of	of	ADP
sc-1097	95	14	lisbon	lisbon	PROPN
sc-1097	95	15	bss	bss	PROPN
sc-1097	95	16	mobility	mobility	NOUN
sc-1097	95	17	patterns	pattern	NOUN
sc-1097	95	18	from	from	ADP
sc-1097	95	19	2018	2018	NUM
sc-1097	95	20	to	to	ADP
sc-1097	95	21	2020	2020	NUM
sc-1097	95	22	.	.	PUNCT
sc-1097	96	1	although	although	SCONJ
sc-1097	96	2	,	,	PUNCT
sc-1097	96	3	having	have	VERB
sc-1097	96	4	only	only	ADJ
sc-1097	96	5	access	access	NOUN
sc-1097	96	6	to	to	ADP
sc-1097	96	7	the	the	DET
sc-1097	96	8	total	total	ADJ
sc-1097	96	9	daily	daily	ADJ
sc-1097	96	10	trip	trip	NOUN
sc-1097	96	11	count	count	NOUN
sc-1097	96	12	,	,	PUNCT
sc-1097	96	13	and	and	CCONJ
sc-1097	96	14	not	not	PART
sc-1097	96	15	having	have	VERB
sc-1097	96	16	data	datum	NOUN
sc-1097	96	17	on	on	ADP
sc-1097	96	18	stations	station	NOUN
sc-1097	96	19	or	or	CCONJ
sc-1097	96	20	origin	origin	NOUN
sc-1097	96	21	and	and	CCONJ
sc-1097	96	22	destination	destination	NOUN
sc-1097	96	23	trips	trip	NOUN
sc-1097	96	24	we	we	PRON
sc-1097	96	25	aim	aim	VERB
sc-1097	96	26	to	to	PART
sc-1097	96	27	understand	understand	VERB
sc-1097	96	28	how	how	SCONJ
sc-1097	96	29	mobility	mobility	NOUN
sc-1097	96	30	patterns	pattern	NOUN
sc-1097	96	31	changed	change	VERB
sc-1097	96	32	in	in	ADP
sc-1097	96	33	2019	2019	NUM
sc-1097	96	34	and	and	CCONJ
sc-1097	96	35	2020	2020	NUM
sc-1097	96	36	,	,	PUNCT
sc-1097	96	37	from	from	ADP
sc-1097	96	38	2018	2018	NUM
sc-1097	96	39	results	result	NOUN
sc-1097	96	40	,	,	PUNCT
sc-1097	96	41	aiming	aim	VERB
sc-1097	96	42	also	also	ADV
sc-1097	96	43	to	to	PART
sc-1097	96	44	correlate	correlate	VERB
sc-1097	96	45	with	with	ADP
sc-1097	96	46	2019	2019	NUM
sc-1097	96	47	and	and	CCONJ
sc-1097	96	48	2020	2020	NUM
sc-1097	96	49	weather	weather	NOUN
sc-1097	96	50	data	datum	NOUN
sc-1097	96	51	,	,	PUNCT
sc-1097	96	52	and	and	CCONJ
sc-1097	96	53	understand	understand	VERB
sc-1097	96	54	how	how	SCONJ
sc-1097	96	55	covid	covid	PROPN
sc-1097	96	56	19	19	NUM
sc-1097	96	57	pandemic	pandemic	ADJ
sc-1097	96	58	affected	affect	VERB
sc-1097	96	59	lisbon	lisbon	PROPN
sc-1097	96	60	bss	bss	NOUN
sc-1097	96	61	usage	usage	NOUN
sc-1097	96	62	.	.	PUNCT
sc-1097	97	1	3	3	X
sc-1097	97	2	.	.	X
sc-1097	97	3	methodology	methodology	NOUN
sc-1097	97	4	in	in	ADP
sc-1097	97	5	our	our	PRON
sc-1097	97	6	approach	approach	NOUN
sc-1097	98	1	,	,	PUNCT
sc-1097	98	2	we	we	PRON
sc-1097	98	3	applied	apply	VERB
sc-1097	98	4	the	the	DET
sc-1097	98	5	cross	cross	ADJ
sc-1097	98	6	-	-	ADJ
sc-1097	98	7	industry	industry	ADJ
sc-1097	98	8	standard	standard	ADJ
sc-1097	98	9	process	process	NOUN
sc-1097	98	10	for	for	ADP
sc-1097	98	11	data	data	NOUN
sc-1097	98	12	mining	mining	NOUN
sc-1097	98	13	(	(	PUNCT
sc-1097	98	14	crisp	crisp	ADJ
sc-1097	98	15	-	-	PUNCT
sc-1097	98	16	dm	dm	NOUN
sc-1097	98	17	)	)	PUNCT
sc-1097	98	18	methodology	methodology	NOUN
sc-1097	98	19	(	(	PUNCT
sc-1097	98	20	see	see	VERB
sc-1097	98	21	fig	fig	NOUN
sc-1097	98	22	.	.	PUNCT
sc-1097	99	1	1	1	NUM
sc-1097	99	2	)	)	PUNCT
sc-1097	99	3	.	.	PUNCT
sc-1097	100	1	this	this	DET
sc-1097	100	2	method	method	NOUN
sc-1097	100	3	is	be	AUX
sc-1097	100	4	structured	structure	VERB
sc-1097	100	5	in	in	ADP
sc-1097	100	6	six	six	NUM
sc-1097	100	7	phases	phase	NOUN
sc-1097	100	8	,	,	PUNCT
sc-1097	100	9	as	as	SCONJ
sc-1097	100	10	follows	follow	VERB
sc-1097	100	11	:	:	PUNCT
sc-1097	100	12	phase	phase	NOUN
sc-1097	100	13	1	1	NUM
sc-1097	100	14	business	business	NOUN
sc-1097	100	15	understanding	understanding	NOUN
sc-1097	100	16	:	:	PUNCT
sc-1097	100	17	understand	understand	VERB
sc-1097	100	18	and	and	CCONJ
sc-1097	100	19	decide	decide	VERB
sc-1097	100	20	what	what	PRON
sc-1097	100	21	to	to	PART
sc-1097	100	22	accomplish	accomplish	VERB
sc-1097	100	23	with	with	ADP
sc-1097	100	24	data	datum	NOUN
sc-1097	100	25	mining	mining	NOUN
sc-1097	100	26	and	and	CCONJ
sc-1097	100	27	setting	set	VERB
sc-1097	100	28	criteria	criterion	NOUN
sc-1097	100	29	for	for	ADP
sc-1097	100	30	the	the	DET
sc-1097	100	31	data	data	NOUN
sc-1097	100	32	mining	mining	NOUN
sc-1097	100	33	aims	aim	NOUN
sc-1097	100	34	.	.	PUNCT
sc-1097	101	1	phase	phase	NOUN
sc-1097	101	2	2	2	NUM
sc-1097	101	3	data	datum	NOUN
sc-1097	101	4	understanding	understanding	NOUN
sc-1097	101	5	:	:	PUNCT
sc-1097	101	6	data	datum	NOUN
sc-1097	101	7	is	be	AUX
sc-1097	101	8	collected	collect	VERB
sc-1097	101	9	and	and	CCONJ
sc-1097	101	10	evaluated	evaluate	VERB
sc-1097	101	11	regarding	regard	VERB
sc-1097	101	12	data	data	NOUN
sc-1097	101	13	quality	quality	NOUN
sc-1097	101	14	and	and	CCONJ
sc-1097	101	15	suitability	suitability	NOUN
sc-1097	101	16	.	.	PUNCT
sc-1097	102	1	phase	phase	NOUN
sc-1097	102	2	3	3	NUM
sc-1097	102	3	data	data	NOUN
sc-1097	102	4	preparation	preparation	NOUN
sc-1097	102	5	:	:	PUNCT
sc-1097	102	6	data	datum	NOUN
sc-1097	102	7	pre	pre	ADJ
sc-1097	102	8	-	-	ADJ
sc-1097	102	9	processing	processing	NOUN
sc-1097	102	10	transforms	transform	VERB
sc-1097	102	11	the	the	DET
sc-1097	102	12	data	datum	NOUN
sc-1097	102	13	into	into	ADP
sc-1097	102	14	useful	useful	ADJ
sc-1097	102	15	information	information	NOUN
sc-1097	102	16	used	use	VERB
sc-1097	102	17	for	for	ADP
sc-1097	102	18	the	the	DET
sc-1097	102	19	next	next	ADJ
sc-1097	102	20	phase	phase	NOUN
sc-1097	102	21	.	.	PUNCT
sc-1097	103	1	it	it	PRON
sc-1097	103	2	involves	involve	VERB
sc-1097	103	3	cleaning	cleaning	NOUN
sc-1097	103	4	,	,	PUNCT
sc-1097	103	5	reduction	reduction	NOUN
sc-1097	103	6	,	,	PUNCT
sc-1097	103	7	transformation	transformation	NOUN
sc-1097	103	8	,	,	PUNCT
sc-1097	103	9	and	and	CCONJ
sc-1097	103	10	integration	integration	NOUN
sc-1097	103	11	of	of	ADP
sc-1097	103	12	data	data	PROPN
sc-1097	103	13	.	.	PUNCT
sc-1097	104	1	phase	phase	NOUN
sc-1097	104	2	4	4	NUM
sc-1097	104	3	–	–	PUNCT
sc-1097	104	4	modelling	modelling	NOUN
sc-1097	104	5	:	:	PUNCT
sc-1097	104	6	modelling	model	VERB
sc-1097	104	7	technique	technique	NOUN
sc-1097	104	8	is	be	AUX
sc-1097	104	9	selected	select	VERB
sc-1097	104	10	and	and	CCONJ
sc-1097	104	11	built	build	VERB
sc-1097	104	12	the	the	DET
sc-1097	104	13	model	model	NOUN
sc-1097	104	14	.	.	PUNCT
sc-1097	105	1	phase	phase	NOUN
sc-1097	105	2	5	5	NUM
sc-1097	105	3	–	–	PUNCT
sc-1097	105	4	evaluation	evaluation	NOUN
sc-1097	105	5	:	:	PUNCT
sc-1097	105	6	the	the	DET
sc-1097	105	7	chosen	choose	VERB
sc-1097	105	8	modelling	modelling	NOUN
sc-1097	105	9	technique	technique	NOUN
sc-1097	105	10	is	be	AUX
sc-1097	105	11	evaluated	evaluate	VERB
sc-1097	105	12	according	accord	VERB
sc-1097	105	13	to	to	ADP
sc-1097	105	14	its	its	PRON
sc-1097	105	15	objectives	objective	NOUN
sc-1097	105	16	according	accord	VERB
sc-1097	105	17	to	to	ADP
sc-1097	105	18	the	the	DET
sc-1097	105	19	results	result	NOUN
sc-1097	105	20	produced	produce	VERB
sc-1097	105	21	in	in	ADP
sc-1097	105	22	the	the	DET
sc-1097	105	23	process	process	NOUN
sc-1097	105	24	figure	figure	NOUN
sc-1097	105	25	1	1	NUM
sc-1097	105	26	.	.	PUNCT
sc-1097	105	27	crisp	crisp	ADJ
sc-1097	105	28	-	-	PUNCT
sc-1097	105	29	dm	dm	PROPN
sc-1097	105	30	methodology	methodology	NOUN
sc-1097	105	31	eai	eai	NOUN
sc-1097	105	32	endorsed	endorse	VERB
sc-1097	105	33	transactions	transaction	NOUN
sc-1097	105	34	on	on	ADP
sc-1097	105	35	smart	smart	ADJ
sc-1097	105	36	cities	city	NOUN
sc-1097	105	37	08	08	NUM
sc-1097	105	38	2021	2021	NUM
sc-1097	105	39	10	10	NUM
sc-1097	105	40	2021	2021	NUM
sc-1097	105	41	|	|	ADV
sc-1097	105	42	volume	volume	NOUN
sc-1097	105	43	5	5	NUM
sc-1097	105	44	|	|	ADV
sc-1097	105	45	issue	issue	NOUN
sc-1097	105	46	16	16	NUM
sc-1097	105	47	|	|	ADV
sc-1097	105	48	e2	e2	PROPN
sc-1097	105	49	vitória	vitória	PROPN
sc-1097	105	50	albuquerque	albuquerque	PROPN
sc-1097	105	51	et	et	PROPN
sc-1097	105	52	al	al	PROPN
sc-1097	105	53	.	.	PROPN
sc-1097	105	54	4	4	NUM
sc-1097	105	55	crisp	crisp	ADJ
sc-1097	105	56	-	-	PUNCT
sc-1097	105	57	dm	dm	NOUN
sc-1097	105	58	ensures	ensure	VERB
sc-1097	105	59	the	the	DET
sc-1097	105	60	quality	quality	NOUN
sc-1097	105	61	of	of	ADP
sc-1097	105	62	knowledge	knowledge	NOUN
sc-1097	105	63	discovery	discovery	NOUN
sc-1097	105	64	in	in	ADP
sc-1097	105	65	the	the	DET
sc-1097	105	66	project	project	NOUN
sc-1097	105	67	results	result	NOUN
sc-1097	106	1	[	[	X
sc-1097	106	2	28	28	NUM
sc-1097	106	3	]	]	PUNCT
sc-1097	106	4	,	,	PUNCT
sc-1097	106	5	requires	require	VERB
sc-1097	106	6	reduced	reduce	VERB
sc-1097	106	7	skills	skill	NOUN
sc-1097	106	8	for	for	ADP
sc-1097	106	9	such	such	ADJ
sc-1097	106	10	knowledge	knowledge	NOUN
sc-1097	106	11	discovery	discovery	NOUN
sc-1097	106	12	and	and	CCONJ
sc-1097	106	13	reduced	reduced	ADJ
sc-1097	106	14	costs	cost	NOUN
sc-1097	106	15	and	and	CCONJ
sc-1097	106	16	time	time	NOUN
sc-1097	106	17	.	.	PUNCT
sc-1097	107	1	in	in	ADP
sc-1097	107	2	phases	phase	NOUN
sc-1097	107	3	1	1	NUM
sc-1097	107	4	business	business	NOUN
sc-1097	107	5	understanding	understanding	NOUN
sc-1097	107	6	,	,	PUNCT
sc-1097	107	7	we	we	PRON
sc-1097	107	8	identified	identify	VERB
sc-1097	107	9	the	the	DET
sc-1097	107	10	objectives	objective	NOUN
sc-1097	107	11	and	and	CCONJ
sc-1097	107	12	framed	frame	VERB
sc-1097	107	13	the	the	DET
sc-1097	107	14	business	business	NOUN
sc-1097	107	15	issue	issue	NOUN
sc-1097	107	16	(	(	PUNCT
sc-1097	107	17	research	research	NOUN
sc-1097	107	18	questions	question	NOUN
sc-1097	107	19	)	)	PUNCT
sc-1097	107	20	,	,	PUNCT
sc-1097	107	21	gathering	gather	VERB
sc-1097	107	22	information	information	NOUN
sc-1097	107	23	.	.	PUNCT
sc-1097	108	1	in	in	ADP
sc-1097	108	2	this	this	DET
sc-1097	108	3	phase	phase	NOUN
sc-1097	108	4	we	we	PRON
sc-1097	108	5	perceived	perceive	VERB
sc-1097	108	6	the	the	DET
sc-1097	108	7	collected	collect	VERB
sc-1097	108	8	data	datum	NOUN
sc-1097	108	9	's	's	PART
sc-1097	108	10	characteristics	characteristic	NOUN
sc-1097	108	11	to	to	PART
sc-1097	108	12	meet	meet	VERB
sc-1097	108	13	the	the	DET
sc-1097	108	14	users	user	NOUN
sc-1097	108	15	and	and	CCONJ
sc-1097	108	16	business	business	NOUN
sc-1097	108	17	needs	need	NOUN
sc-1097	108	18	.	.	PUNCT
sc-1097	109	1	in	in	ADP
sc-1097	109	2	phase	phase	NOUN
sc-1097	109	3	2	2	NUM
sc-1097	109	4	,	,	PUNCT
sc-1097	109	5	data	datum	NOUN
sc-1097	109	6	understanding	understanding	NOUN
sc-1097	109	7	,	,	PUNCT
sc-1097	109	8	we	we	PRON
sc-1097	109	9	investigated	investigate	VERB
sc-1097	109	10	the	the	DET
sc-1097	109	11	collected	collect	VERB
sc-1097	109	12	data	datum	NOUN
sc-1097	109	13	,	,	PUNCT
sc-1097	109	14	understanding	understand	VERB
sc-1097	109	15	where	where	SCONJ
sc-1097	109	16	the	the	DET
sc-1097	109	17	data	datum	NOUN
sc-1097	109	18	comes	come	VERB
sc-1097	109	19	from	from	ADP
sc-1097	109	20	and	and	CCONJ
sc-1097	109	21	what	what	DET
sc-1097	109	22	type	type	NOUN
sc-1097	109	23	of	of	ADP
sc-1097	109	24	analysis	analysis	NOUN
sc-1097	109	25	could	could	AUX
sc-1097	109	26	be	be	AUX
sc-1097	109	27	done	do	VERB
sc-1097	109	28	with	with	ADP
sc-1097	109	29	it	it	PRON
sc-1097	109	30	.	.	PUNCT
sc-1097	110	1	in	in	ADP
sc-1097	110	2	data	data	NOUN
sc-1097	110	3	preprocessing	preprocessing	NOUN
sc-1097	110	4	phase	phase	NOUN
sc-1097	110	5	,	,	PUNCT
sc-1097	110	6	we	we	PRON
sc-1097	110	7	preformed	preform	VERB
sc-1097	110	8	data	datum	NOUN
sc-1097	110	9	cleaning	clean	VERB
sc-1097	110	10	,	,	PUNCT
sc-1097	110	11	removing	remove	VERB
sc-1097	110	12	noise	noise	NOUN
sc-1097	110	13	in	in	ADP
sc-1097	110	14	the	the	DET
sc-1097	110	15	data	datum	NOUN
sc-1097	110	16	so	so	SCONJ
sc-1097	110	17	that	that	SCONJ
sc-1097	110	18	further	further	ADJ
sc-1097	110	19	analysis	analysis	NOUN
sc-1097	110	20	wouldn´t	wouldn´t	NOUN
sc-1097	110	21	be	be	AUX
sc-1097	110	22	affected	affect	VERB
sc-1097	110	23	by	by	ADP
sc-1097	110	24	the	the	DET
sc-1097	110	25	data	datum	NOUN
sc-1097	110	26	itself	itself	PRON
sc-1097	110	27	.	.	PUNCT
sc-1097	111	1	we	we	PRON
sc-1097	111	2	performed	perform	VERB
sc-1097	111	3	an	an	DET
sc-1097	111	4	adaptation	adaptation	NOUN
sc-1097	111	5	of	of	ADP
sc-1097	111	6	the	the	DET
sc-1097	111	7	etl	etl	NOUN
sc-1097	111	8	methodology	methodology	NOUN
sc-1097	111	9	proposed	propose	VERB
sc-1097	111	10	in	in	ADP
sc-1097	111	11	crisp	crisp	ADJ
sc-1097	111	12	-	-	PUNCT
sc-1097	111	13	dm	dm	NOUN
sc-1097	111	14	.	.	PUNCT
sc-1097	112	1	our	our	PRON
sc-1097	112	2	etl	etl	X
sc-1097	112	3	(	(	PUNCT
sc-1097	112	4	see	see	VERB
sc-1097	112	5	fig	fig	NOUN
sc-1097	112	6	.	.	PUNCT
sc-1097	112	7	2	2	NUM
sc-1097	112	8	)	)	PUNCT
sc-1097	112	9	was	be	AUX
sc-1097	112	10	used	use	VERB
sc-1097	112	11	in	in	ADP
sc-1097	112	12	the	the	DET
sc-1097	112	13	data	datum	NOUN
sc-1097	112	14	cleaning	cleaning	NOUN
sc-1097	112	15	phase	phase	NOUN
sc-1097	112	16	,	,	PUNCT
sc-1097	112	17	performing	perform	VERB
sc-1097	112	18	cleaning	cleaning	NOUN
sc-1097	112	19	,	,	PUNCT
sc-1097	112	20	conformance	conformance	NOUN
sc-1097	112	21	and	and	CCONJ
sc-1097	112	22	normalization	normalization	NOUN
sc-1097	112	23	processes	process	NOUN
sc-1097	112	24	in	in	ADP
sc-1097	112	25	the	the	DET
sc-1097	112	26	data	data	NOUN
sc-1097	112	27	sets	set	NOUN
sc-1097	112	28	,	,	PUNCT
sc-1097	112	29	to	to	PART
sc-1097	112	30	obtain	obtain	VERB
sc-1097	112	31	correct	correct	ADJ
sc-1097	112	32	,	,	PUNCT
sc-1097	112	33	complete	complete	ADJ
sc-1097	112	34	,	,	PUNCT
sc-1097	112	35	consistent	consistent	ADJ
sc-1097	112	36	,	,	PUNCT
sc-1097	112	37	accurate	accurate	ADJ
sc-1097	112	38	and	and	CCONJ
sc-1097	112	39	unambiguous	unambiguous	ADJ
sc-1097	112	40	data	datum	NOUN
sc-1097	112	41	[	[	X
sc-1097	112	42	29	29	NUM
sc-1097	112	43	]	]	PUNCT
sc-1097	112	44	.	.	PUNCT
sc-1097	113	1	the	the	DET
sc-1097	113	2	model	model	NOUN
sc-1097	113	3	phase	phase	NOUN
sc-1097	113	4	,	,	PUNCT
sc-1097	113	5	allowed	allow	VERB
sc-1097	113	6	the	the	DET
sc-1097	113	7	application	application	NOUN
sc-1097	113	8	of	of	ADP
sc-1097	113	9	statistical	statistical	ADJ
sc-1097	113	10	and	and	CCONJ
sc-1097	113	11	machine	machine	NOUN
sc-1097	113	12	learning	learn	VERB
sc-1097	113	13	techniques	technique	NOUN
sc-1097	113	14	,	,	PUNCT
sc-1097	113	15	enabling	enable	VERB
sc-1097	113	16	discovery	discovery	NOUN
sc-1097	113	17	of	of	ADP
sc-1097	113	18	behaviors	behavior	NOUN
sc-1097	113	19	that	that	PRON
sc-1097	113	20	could	could	AUX
sc-1097	113	21	not	not	PART
sc-1097	113	22	be	be	AUX
sc-1097	113	23	possible	possible	ADJ
sc-1097	113	24	to	to	PART
sc-1097	113	25	observe	observe	VERB
sc-1097	113	26	before	before	ADV
sc-1097	113	27	.	.	PUNCT
sc-1097	114	1	it	it	PRON
sc-1097	114	2	also	also	ADV
sc-1097	114	3	includes	include	VERB
sc-1097	114	4	data	datum	NOUN
sc-1097	114	5	visualization	visualization	NOUN
sc-1097	114	6	,	,	PUNCT
sc-1097	114	7	with	with	ADP
sc-1097	114	8	diagrams	diagram	NOUN
sc-1097	114	9	,	,	PUNCT
sc-1097	114	10	plots	plot	NOUN
sc-1097	114	11	,	,	PUNCT
sc-1097	114	12	and	and	CCONJ
sc-1097	114	13	other	other	ADJ
sc-1097	114	14	graphical	graphical	ADJ
sc-1097	114	15	depictions	depiction	NOUN
sc-1097	114	16	that	that	PRON
sc-1097	114	17	visually	visually	ADV
sc-1097	114	18	show	show	VERB
sc-1097	114	19	us	we	PRON
sc-1097	114	20	the	the	DET
sc-1097	114	21	found	find	VERB
sc-1097	114	22	patterns	pattern	NOUN
sc-1097	114	23	and	and	CCONJ
sc-1097	114	24	behaviors	behavior	NOUN
sc-1097	114	25	.	.	PUNCT
sc-1097	115	1	figure	figure	NOUN
sc-1097	115	2	2	2	NUM
sc-1097	115	3	.	.	PUNCT
sc-1097	115	4	etl	etl	NOUN
sc-1097	115	5	methodology	methodology	NOUN
sc-1097	115	6	4	4	NUM
sc-1097	115	7	.	.	PUNCT
sc-1097	115	8	mining	mining	NOUN
sc-1097	115	9	bike	bike	NOUN
sc-1097	115	10	sharing	sharing	NOUN
sc-1097	115	11	data	datum	NOUN
sc-1097	115	12	in	in	ADP
sc-1097	115	13	this	this	DET
sc-1097	115	14	section	section	NOUN
sc-1097	115	15	we	we	PRON
sc-1097	115	16	apply	apply	VERB
sc-1097	115	17	crisp	crisp	ADJ
sc-1097	115	18	-	-	PUNCT
sc-1097	115	19	dm	dm	NOUN
sc-1097	115	20	phases	phase	NOUN
sc-1097	115	21	to	to	ADP
sc-1097	115	22	our	our	PRON
sc-1097	115	23	study	study	NOUN
sc-1097	115	24	,	,	PUNCT
sc-1097	115	25	introducing	introduce	VERB
sc-1097	115	26	first	first	ADJ
sc-1097	115	27	business	business	NOUN
sc-1097	115	28	and	and	CCONJ
sc-1097	115	29	data	datum	NOUN
sc-1097	115	30	understanding	understanding	NOUN
sc-1097	115	31	,	,	PUNCT
sc-1097	115	32	looking	look	VERB
sc-1097	115	33	at	at	ADP
sc-1097	115	34	the	the	DET
sc-1097	115	35	aim	aim	NOUN
sc-1097	115	36	and	and	CCONJ
sc-1097	115	37	how	how	SCONJ
sc-1097	115	38	to	to	PART
sc-1097	115	39	address	address	VERB
sc-1097	115	40	the	the	DET
sc-1097	115	41	research	research	NOUN
sc-1097	115	42	questions	question	NOUN
sc-1097	115	43	and	and	CCONJ
sc-1097	115	44	how	how	SCONJ
sc-1097	115	45	to	to	PART
sc-1097	115	46	understand	understand	VERB
sc-1097	115	47	the	the	DET
sc-1097	115	48	different	different	ADJ
sc-1097	115	49	bss	bss	NOUN
sc-1097	115	50	and	and	CCONJ
sc-1097	115	51	weather	weather	NOUN
sc-1097	115	52	datasets	dataset	NOUN
sc-1097	115	53	.	.	PUNCT
sc-1097	116	1	this	this	PRON
sc-1097	116	2	is	be	AUX
sc-1097	116	3	supported	support	VERB
sc-1097	116	4	by	by	ADP
sc-1097	116	5	data	datum	NOUN
sc-1097	116	6	preprocessing	preprocessing	NOUN
sc-1097	116	7	,	,	PUNCT
sc-1097	116	8	cleaning	cleaning	NOUN
sc-1097	116	9	and	and	CCONJ
sc-1097	116	10	normalization	normalization	NOUN
sc-1097	116	11	,	,	PUNCT
sc-1097	116	12	that	that	PRON
sc-1097	116	13	provides	provide	VERB
sc-1097	116	14	new	new	ADJ
sc-1097	116	15	datasets	dataset	NOUN
sc-1097	116	16	to	to	ADP
sc-1097	116	17	the	the	DET
sc-1097	116	18	model	model	NOUN
sc-1097	116	19	building	building	NOUN
sc-1097	116	20	phase	phase	NOUN
sc-1097	116	21	,	,	PUNCT
sc-1097	116	22	targeting	target	VERB
sc-1097	116	23	the	the	DET
sc-1097	116	24	analysis	analysis	NOUN
sc-1097	116	25	and	and	CCONJ
sc-1097	116	26	visualization	visualization	NOUN
sc-1097	116	27	of	of	ADP
sc-1097	116	28	insights	insight	NOUN
sc-1097	116	29	.	.	PUNCT
sc-1097	117	1	our	our	PRON
sc-1097	117	2	datasets	dataset	NOUN
sc-1097	117	3	include	include	VERB
sc-1097	117	4	bike	bike	NOUN
sc-1097	117	5	trip	trip	NOUN
sc-1097	117	6	data	datum	NOUN
sc-1097	117	7	of	of	ADP
sc-1097	117	8	2018	2018	NUM
sc-1097	117	9	,	,	PUNCT
sc-1097	117	10	2019	2019	NUM
sc-1097	117	11	and	and	CCONJ
sc-1097	117	12	2020	2020	NUM
sc-1097	117	13	,	,	PUNCT
sc-1097	117	14	which	which	PRON
sc-1097	117	15	were	be	AUX
sc-1097	117	16	analysed	analyse	VERB
sc-1097	117	17	according	accord	VERB
sc-1097	117	18	to	to	ADP
sc-1097	117	19	the	the	DET
sc-1097	117	20	data	data	NOUN
sc-1097	117	21	characteristics	characteristic	NOUN
sc-1097	117	22	in	in	ADP
sc-1097	117	23	different	different	ADJ
sc-1097	117	24	levels	level	NOUN
sc-1097	117	25	,	,	PUNCT
sc-1097	117	26	with	with	ADP
sc-1097	117	27	the	the	DET
sc-1097	117	28	aim	aim	NOUN
sc-1097	117	29	to	to	PART
sc-1097	117	30	understand	understand	VERB
sc-1097	117	31	the	the	DET
sc-1097	117	32	evolution	evolution	NOUN
sc-1097	117	33	of	of	ADP
sc-1097	117	34	bike	bike	NOUN
sc-1097	117	35	ridership	ridership	NOUN
sc-1097	117	36	and	and	CCONJ
sc-1097	117	37	the	the	DET
sc-1097	117	38	impact	impact	NOUN
sc-1097	117	39	of	of	ADP
sc-1097	117	40	built	build	VERB
sc-1097	117	41	environment	environment	NOUN
sc-1097	117	42	and	and	CCONJ
sc-1097	117	43	pandemics	pandemic	NOUN
sc-1097	117	44	.	.	PUNCT
sc-1097	118	1	our	our	PRON
sc-1097	118	2	data	data	NOUN
sc-1097	118	3	analysis	analysis	NOUN
sc-1097	118	4	and	and	CCONJ
sc-1097	118	5	visualization	visualization	NOUN
sc-1097	118	6	were	be	AUX
sc-1097	118	7	performed	perform	VERB
sc-1097	118	8	in	in	ADP
sc-1097	118	9	python	python	NOUN
sc-1097	119	1	[	[	X
sc-1097	119	2	30	30	NUM
sc-1097	119	3	]	]	PUNCT
sc-1097	119	4	using	use	VERB
sc-1097	119	5	the	the	DET
sc-1097	119	6	jupyter	jupyter	ADJ
sc-1097	119	7	notebook	notebook	NOUN
sc-1097	119	8	platform	platform	NOUN
sc-1097	120	1	[	[	X
sc-1097	120	2	31	31	NUM
sc-1097	120	3	]	]	PUNCT
sc-1097	120	4	.	.	PUNCT
sc-1097	121	1	data	datum	NOUN
sc-1097	121	2	cleaning	cleaning	NOUN
sc-1097	121	3	,	,	PUNCT
sc-1097	121	4	preprocessing	preprocessing	NOUN
sc-1097	121	5	,	,	PUNCT
sc-1097	121	6	analysis	analysis	NOUN
sc-1097	121	7	and	and	CCONJ
sc-1097	121	8	visualization	visualization	NOUN
sc-1097	121	9	were	be	AUX
sc-1097	121	10	performed	perform	VERB
sc-1097	121	11	using	use	VERB
sc-1097	121	12	different	different	ADJ
sc-1097	121	13	python	python	NOUN
sc-1097	121	14	libraries	library	NOUN
sc-1097	121	15	,	,	PUNCT
sc-1097	121	16	according	accord	VERB
sc-1097	121	17	to	to	ADP
sc-1097	121	18	the	the	DET
sc-1097	121	19	application	application	NOUN
sc-1097	121	20	's	's	PART
sc-1097	121	21	purpose	purpose	NOUN
sc-1097	121	22	.	.	PUNCT
sc-1097	122	1	“	"	PUNCT
sc-1097	122	2	numpy	numpy	NOUN
sc-1097	122	3	”	"	PUNCT
sc-1097	122	4	[	[	X
sc-1097	122	5	32	32	NUM
sc-1097	122	6	]	]	PUNCT
sc-1097	122	7	,	,	PUNCT
sc-1097	122	8	“	"	PUNCT
sc-1097	122	9	pandas	panda	NOUN
sc-1097	122	10	”	"	PUNCT
sc-1097	123	1	[	[	X
sc-1097	123	2	33	33	NUM
sc-1097	123	3	]	]	PUNCT
sc-1097	123	4	,	,	PUNCT
sc-1097	123	5	“	"	PUNCT
sc-1097	123	6	matplotlib	matplotlib	PROPN
sc-1097	123	7	”	"	PUNCT
sc-1097	124	1	[	[	X
sc-1097	124	2	34	34	NUM
sc-1097	124	3	]	]	PUNCT
sc-1097	124	4	,	,	PUNCT
sc-1097	124	5	“	"	PUNCT
sc-1097	124	6	seaborn	seaborn	PROPN
sc-1097	124	7	”	"	PUNCT
sc-1097	125	1	[	[	X
sc-1097	125	2	35	35	NUM
sc-1097	125	3	]	]	PUNCT
sc-1097	125	4	,	,	PUNCT
sc-1097	125	5	were	be	AUX
sc-1097	125	6	used	use	VERB
sc-1097	125	7	for	for	ADP
sc-1097	125	8	statistical	statistical	ADJ
sc-1097	125	9	analysis	analysis	NOUN
sc-1097	125	10	and	and	CCONJ
sc-1097	125	11	visualization	visualization	NOUN
sc-1097	125	12	.	.	PUNCT
sc-1097	126	1	“	"	PUNCT
sc-1097	126	2	gdal	gdal	PROPN
sc-1097	126	3	”	"	PUNCT
sc-1097	127	1	[	[	X
sc-1097	127	2	36	36	NUM
sc-1097	127	3	]	]	PUNCT
sc-1097	127	4	,	,	PUNCT
sc-1097	127	5	“	"	PUNCT
sc-1097	127	6	shapely	shapely	NOUN
sc-1097	127	7	”	"	PUNCT
sc-1097	128	1	[	[	X
sc-1097	128	2	37	37	NUM
sc-1097	128	3	]	]	PUNCT
sc-1097	128	4	,	,	PUNCT
sc-1097	128	5	“	"	PUNCT
sc-1097	128	6	folium	folium	NOUN
sc-1097	128	7	”	"	PUNCT
sc-1097	129	1	[	[	X
sc-1097	129	2	38	38	NUM
sc-1097	129	3	]	]	PUNCT
sc-1097	129	4	,	,	PUNCT
sc-1097	129	5	“	"	PUNCT
sc-1097	129	6	fiona	fiona	PROPN
sc-1097	129	7	”	"	PUNCT
sc-1097	130	1	[	[	X
sc-1097	130	2	39	39	NUM
sc-1097	130	3	]	]	PUNCT
sc-1097	130	4	,	,	PUNCT
sc-1097	130	5	were	be	AUX
sc-1097	130	6	used	use	VERB
sc-1097	130	7	to	to	PART
sc-1097	130	8	visualize	visualize	VERB
sc-1097	130	9	spatial	spatial	ADJ
sc-1097	130	10	analysis	analysis	NOUN
sc-1097	130	11	.	.	PUNCT
sc-1097	131	1	our	our	PRON
sc-1097	131	2	data	datum	NOUN
sc-1097	131	3	science	science	NOUN
sc-1097	131	4	algorithms	algorithm	NOUN
sc-1097	131	5	used	use	VERB
sc-1097	131	6	“	"	PUNCT
sc-1097	131	7	scikit	scikit	NOUN
sc-1097	131	8	-	-	PUNCT
sc-1097	131	9	learn	learn	VERB
sc-1097	131	10	”	"	PUNCT
sc-1097	132	1	[	[	X
sc-1097	132	2	40	40	NUM
sc-1097	132	3	]	]	PUNCT
sc-1097	132	4	to	to	PART
sc-1097	132	5	perform	perform	VERB
sc-1097	132	6	k	k	NOUN
sc-1097	132	7	-	-	PUNCT
sc-1097	132	8	means	mean	NOUN
sc-1097	132	9	,	,	PUNCT
sc-1097	132	10	train	train	NOUN
sc-1097	132	11	-	-	PUNCT
sc-1097	132	12	test	test	NOUN
sc-1097	132	13	split	split	NOUN
sc-1097	132	14	and	and	CCONJ
sc-1097	132	15	accuracy	accuracy	NOUN
sc-1097	132	16	score	score	NOUN
sc-1097	132	17	.	.	PUNCT
sc-1097	133	1	4.1	4.1	NUM
sc-1097	133	2	.	.	PUNCT
sc-1097	134	1	data	datum	NOUN
sc-1097	134	2	understanding	understand	VERB
sc-1097	134	3	data	datum	NOUN
sc-1097	134	4	was	be	AUX
sc-1097	134	5	provided	provide	VERB
sc-1097	134	6	in	in	ADP
sc-1097	134	7	the	the	DET
sc-1097	134	8	scope	scope	NOUN
sc-1097	134	9	of	of	ADP
sc-1097	134	10	lisboa	lisboa	PROPN
sc-1097	134	11	inteligente	inteligente	NOUN
sc-1097	135	1	[	[	X
sc-1097	135	2	41	41	NUM
sc-1097	135	3	]	]	PUNCT
sc-1097	135	4	challenges	challenge	NOUN
sc-1097	135	5	,	,	PUNCT
sc-1097	135	6	namely	namely	ADV
sc-1097	135	7	challenges	challenge	VERB
sc-1097	135	8	#	#	SYM
sc-1097	135	9	4	4	NUM
sc-1097	135	10	“	"	PUNCT
sc-1097	135	11	are	be	AUX
sc-1097	135	12	there	there	PRON
sc-1097	135	13	mobility	mobility	NOUN
sc-1097	135	14	patterns	pattern	NOUN
sc-1097	135	15	in	in	ADP
sc-1097	135	16	lisbon	lisbon	PROPN
sc-1097	135	17	bss	bss	PROPN
sc-1097	135	18	”	"	PUNCT
sc-1097	135	19	,	,	PUNCT
sc-1097	135	20	and	and	CCONJ
sc-1097	135	21	#	#	SYM
sc-1097	135	22	49	49	NUM
sc-1097	135	23	“	"	PUNCT
sc-1097	135	24	determine	determine	VERB
sc-1097	135	25	covid	covid	PROPN
sc-1097	135	26	19	19	NUM
sc-1097	135	27	pandemic	pandemic	ADJ
sc-1097	135	28	impact	impact	NOUN
sc-1097	135	29	in	in	ADP
sc-1097	135	30	mobility	mobility	NOUN
sc-1097	135	31	and	and	CCONJ
sc-1097	135	32	environment	environment	NOUN
sc-1097	135	33	(	(	PUNCT
sc-1097	135	34	https://lisboainteligente.cmlisboa.pt/lxdatalab/desafios/determinacao-do-impacte-dapandemia-por-covid-19-na-mobilidade-e-ambiente/	https://lisboainteligente.cmlisboa.pt/lxdatalab/desafios/determinacao-do-impacte-dapandemia-por-covid-19-na-mobilidade-e-ambiente/	NOUN
sc-1097	135	35	)	)	PUNCT
sc-1097	135	36	.	.	PUNCT
sc-1097	136	1	three	three	NUM
sc-1097	136	2	levels	level	NOUN
sc-1097	136	3	of	of	ADP
sc-1097	136	4	analysis	analysis	NOUN
sc-1097	136	5	were	be	AUX
sc-1097	136	6	performed	perform	VERB
sc-1097	136	7	with	with	ADP
sc-1097	136	8	the	the	DET
sc-1097	136	9	provided	provide	VERB
sc-1097	136	10	data	datum	NOUN
sc-1097	136	11	:	:	PUNCT
sc-1097	136	12	the	the	DET
sc-1097	136	13	first	first	ADJ
sc-1097	136	14	concerns	concern	NOUN
sc-1097	136	15	the	the	DET
sc-1097	136	16	bike	bike	NOUN
sc-1097	136	17	trip	trip	NOUN
sc-1097	136	18	and	and	CCONJ
sc-1097	136	19	station	station	NOUN
sc-1097	136	20	data	datum	NOUN
sc-1097	136	21	from	from	ADP
sc-1097	136	22	2018	2018	NUM
sc-1097	136	23	,	,	PUNCT
sc-1097	136	24	with	with	ADP
sc-1097	136	25	a	a	DET
sc-1097	136	26	descriptive	descriptive	ADJ
sc-1097	136	27	analysis	analysis	NOUN
sc-1097	136	28	regarding	regard	VERB
sc-1097	136	29	month	month	NOUN
sc-1097	136	30	,	,	PUNCT
sc-1097	136	31	weekday	weekday	NOUN
sc-1097	136	32	,	,	PUNCT
sc-1097	136	33	period	period	NOUN
sc-1097	136	34	of	of	ADP
sc-1097	136	35	day	day	NOUN
sc-1097	136	36	and	and	CCONJ
sc-1097	136	37	hourly	hourly	ADJ
sc-1097	136	38	usage	usage	NOUN
sc-1097	136	39	rate	rate	NOUN
sc-1097	136	40	of	of	ADP
sc-1097	136	41	the	the	DET
sc-1097	136	42	service	service	NOUN
sc-1097	136	43	,	,	PUNCT
sc-1097	136	44	following	follow	VERB
sc-1097	136	45	the	the	DET
sc-1097	136	46	geographical	geographical	ADJ
sc-1097	136	47	analysis	analysis	NOUN
sc-1097	136	48	of	of	ADP
sc-1097	136	49	trips	trip	NOUN
sc-1097	136	50	and	and	CCONJ
sc-1097	136	51	stations	station	NOUN
sc-1097	136	52	and	and	CCONJ
sc-1097	136	53	finally	finally	ADV
sc-1097	136	54	,	,	PUNCT
sc-1097	136	55	a	a	DET
sc-1097	136	56	weather	weather	NOUN
sc-1097	136	57	analysis	analysis	NOUN
sc-1097	136	58	.	.	PUNCT
sc-1097	137	1	the	the	DET
sc-1097	137	2	second	second	ADJ
sc-1097	137	3	regards	regard	VERB
sc-1097	137	4	the	the	DET
sc-1097	137	5	2019	2019	NUM
sc-1097	137	6	and	and	CCONJ
sc-1097	137	7	2020	2020	NUM
sc-1097	137	8	bike	bike	NOUN
sc-1097	137	9	trips	trip	NOUN
sc-1097	137	10	and	and	CCONJ
sc-1097	137	11	the	the	DET
sc-1097	137	12	monthly	monthly	ADJ
sc-1097	137	13	and	and	CCONJ
sc-1097	137	14	weekday	weekday	NOUN
sc-1097	137	15	usage	usage	NOUN
sc-1097	137	16	rate	rate	NOUN
sc-1097	137	17	comparison	comparison	NOUN
sc-1097	137	18	with	with	ADP
sc-1097	137	19	2018	2018	NUM
sc-1097	137	20	,	,	PUNCT
sc-1097	137	21	to	to	PART
sc-1097	137	22	find	find	VERB
sc-1097	137	23	and/or	and/or	CCONJ
sc-1097	137	24	confirm	confirm	VERB
sc-1097	137	25	behaviour	behaviour	NOUN
sc-1097	137	26	patterns	pattern	NOUN
sc-1097	137	27	over	over	ADP
sc-1097	137	28	the	the	DET
sc-1097	137	29	3	3	NUM
sc-1097	137	30	analysed	analyse	VERB
sc-1097	137	31	years	year	NOUN
sc-1097	137	32	.	.	PUNCT
sc-1097	138	1	the	the	DET
sc-1097	138	2	third	third	ADJ
sc-1097	138	3	one	one	NOUN
sc-1097	138	4	regards	regard	VERB
sc-1097	138	5	the	the	DET
sc-1097	138	6	analysis	analysis	NOUN
sc-1097	138	7	of	of	ADP
sc-1097	138	8	bike	bike	NOUN
sc-1097	138	9	trip	trip	NOUN
sc-1097	138	10	counts	count	NOUN
sc-1097	138	11	collected	collect	VERB
sc-1097	138	12	by	by	ADP
sc-1097	138	13	a	a	DET
sc-1097	138	14	sensor	sensor	NOUN
sc-1097	138	15	in	in	ADP
sc-1097	138	16	avenida	avenida	PROPN
sc-1097	138	17	duque	duque	PROPN
sc-1097	138	18	de	de	PROPN
sc-1097	138	19	ávila	ávila	PROPN
sc-1097	138	20	,	,	PUNCT
sc-1097	138	21	a	a	DET
sc-1097	138	22	central	central	ADJ
sc-1097	138	23	avenue	avenue	NOUN
sc-1097	138	24	of	of	ADP
sc-1097	138	25	lisbon	lisbon	PROPN
sc-1097	138	26	,	,	PUNCT
sc-1097	138	27	from	from	ADP
sc-1097	138	28	2019	2019	NUM
sc-1097	138	29	and	and	CCONJ
sc-1097	138	30	2020	2020	NUM
sc-1097	138	31	.	.	PUNCT
sc-1097	139	1	lisbon	lisbon	PROPN
sc-1097	139	2	bss	bss	PROPN
sc-1097	139	3	data	datum	NOUN
sc-1097	139	4	of	of	ADP
sc-1097	139	5	2018	2018	NUM
sc-1097	139	6	different	different	ADJ
sc-1097	139	7	sources	source	NOUN
sc-1097	139	8	of	of	ADP
sc-1097	139	9	data	datum	NOUN
sc-1097	139	10	were	be	AUX
sc-1097	139	11	provided	provide	VERB
sc-1097	139	12	by	by	ADP
sc-1097	139	13	the	the	DET
sc-1097	139	14	lisbon	lisbon	PROPN
sc-1097	139	15	city	city	PROPN
sc-1097	139	16	hall	hall	NOUN
sc-1097	139	17	(	(	PUNCT
sc-1097	139	18	cml	cml	PROPN
sc-1097	139	19	)	)	PUNCT
sc-1097	139	20	,	,	PUNCT
sc-1097	139	21	namely	namely	ADV
sc-1097	139	22	data	datum	NOUN
sc-1097	139	23	on	on	ADP
sc-1097	139	24	bike	bike	NOUN
sc-1097	139	25	trips	trip	NOUN
sc-1097	139	26	(	(	PUNCT
sc-1097	139	27	from	from	ADP
sc-1097	139	28	25th	25th	ADJ
sc-1097	139	29	january	january	PROPN
sc-1097	139	30	2018	2018	NUM
sc-1097	139	31	to	to	ADP
sc-1097	139	32	15th	15th	ADJ
sc-1097	139	33	october	october	PROPN
sc-1097	139	34	2018	2018	NUM
sc-1097	139	35	)	)	PUNCT
sc-1097	139	36	and	and	CCONJ
sc-1097	139	37	stations	station	NOUN
sc-1097	139	38	from	from	ADP
sc-1097	139	39	the	the	DET
sc-1097	139	40	mobility	mobility	NOUN
sc-1097	139	41	and	and	CCONJ
sc-1097	139	42	parking	parking	NOUN
sc-1097	139	43	company	company	NOUN
sc-1097	139	44	of	of	ADP
sc-1097	139	45	lisbon	lisbon	PROPN
sc-1097	139	46	empresa	empresa	PROPN
sc-1097	139	47	de	de	PROPN
sc-1097	139	48	mobilidade	mobilidade	PROPN
sc-1097	139	49	e	e	PROPN
sc-1097	139	50	estacionamento	estacionamento	PROPN
sc-1097	139	51	de	de	PROPN
sc-1097	139	52	lisboa	lisboa	PROPN
sc-1097	139	53	(	(	PUNCT
sc-1097	139	54	emel	emel	X
sc-1097	139	55	)	)	PUNCT
sc-1097	139	56	and	and	CCONJ
sc-1097	139	57	,	,	PUNCT
sc-1097	139	58	weather	weather	NOUN
sc-1097	139	59	data	datum	NOUN
sc-1097	139	60	from	from	ADP
sc-1097	139	61	the	the	DET
sc-1097	139	62	portuguese	portuguese	PROPN
sc-1097	139	63	institute	institute	PROPN
sc-1097	139	64	of	of	ADP
sc-1097	139	65	sea	sea	PROPN
sc-1097	139	66	and	and	CCONJ
sc-1097	139	67	weather	weather	NOUN
sc-1097	139	68	–	–	PUNCT
sc-1097	139	69	instituto	instituto	PROPN
sc-1097	139	70	português	português	PROPN
sc-1097	139	71	do	do	VERB
sc-1097	139	72	mar	mar	PROPN
sc-1097	139	73	e	e	PROPN
sc-1097	139	74	atmosfera	atmosfera	PROPN
sc-1097	139	75	(	(	PUNCT
sc-1097	139	76	ipma	ipma	NOUN
sc-1097	139	77	)	)	PUNCT
sc-1097	139	78	.	.	PUNCT
sc-1097	140	1	bike	bike	NOUN
sc-1097	140	2	station	station	NOUN
sc-1097	140	3	data	datum	NOUN
sc-1097	140	4	schema	schema	NOUN
sc-1097	140	5	(	(	PUNCT
sc-1097	140	6	table	table	NOUN
sc-1097	140	7	1	1	NUM
sc-1097	140	8	)	)	PUNCT
sc-1097	140	9	includes	include	VERB
sc-1097	140	10	information	information	NOUN
sc-1097	140	11	about	about	ADP
sc-1097	140	12	stations	station	NOUN
sc-1097	140	13	:	:	PUNCT
sc-1097	140	14	commercial	commercial	ADJ
sc-1097	140	15	designation	designation	NOUN
sc-1097	140	16	i	i	PROPN
sc-1097	140	17	d	d	PROPN
sc-1097	140	18	(	(	PUNCT
sc-1097	140	19	desigcomercial	desigcomercial	ADJ
sc-1097	140	20	)	)	PUNCT
sc-1097	140	21	,	,	PUNCT
sc-1097	140	22	entity	entity	NOUN
sc-1097	140	23	i	i	PROPN
sc-1097	140	24	d	d	PROPN
sc-1097	140	25	(	(	PUNCT
sc-1097	140	26	entity_id	entity_id	PROPN
sc-1097	140	27	)	)	PUNCT
sc-1097	140	28	,	,	PUNCT
sc-1097	140	29	planning	plan	VERB
sc-1097	140	30	i	i	PROPN
sc-1097	140	31	d	d	PROPN
sc-1097	140	32	(	(	PUNCT
sc-1097	140	33	id_planeamento	id_planeamento	NOUN
sc-1097	140	34	)	)	PUNCT
sc-1097	140	35	,	,	PUNCT
sc-1097	140	36	latitude	latitude	NOUN
sc-1097	140	37	,	,	PUNCT
sc-1097	140	38	longitude	longitude	NOUN
sc-1097	140	39	and	and	CCONJ
sc-1097	140	40	the	the	DET
sc-1097	140	41	station	station	NOUN
sc-1097	140	42	capacity	capacity	NOUN
sc-1097	140	43	(	(	PUNCT
sc-1097	140	44	capacidade_docas	capacidade_docas	PROPN
sc-1097	140	45	)	)	PUNCT
sc-1097	140	46	.	.	PUNCT
sc-1097	141	1	this	this	DET
sc-1097	141	2	data	datum	NOUN
sc-1097	141	3	was	be	AUX
sc-1097	141	4	collected	collect	VERB
sc-1097	141	5	from	from	ADP
sc-1097	141	6	76	76	NUM
sc-1097	141	7	bike	bike	NOUN
sc-1097	141	8	stations	station	NOUN
sc-1097	141	9	in	in	ADP
sc-1097	141	10	lisbon	lisbon	PROPN
sc-1097	141	11	.	.	PUNCT
sc-1097	142	1	transformation	transformation	NOUN
sc-1097	142	2	transforming	transform	VERB
sc-1097	142	3	and	and	CCONJ
sc-1097	142	4	fusing	fuse	VERB
sc-1097	142	5	the	the	DET
sc-1097	142	6	data	datum	NOUN
sc-1097	142	7	for	for	ADP
sc-1097	142	8	the	the	DET
sc-1097	142	9	analysis	analysis	NOUN
sc-1097	142	10	interest	interest	NOUN
sc-1097	142	11	extraction	extraction	NOUN
sc-1097	142	12	extracting	extract	VERB
sc-1097	142	13	the	the	DET
sc-1097	142	14	data	datum	NOUN
sc-1097	142	15	from	from	ADP
sc-1097	142	16	their	their	PRON
sc-1097	142	17	data	datum	NOUN
sc-1097	142	18	sources	source	NOUN
sc-1097	142	19	visualization	visualization	NOUN
sc-1097	142	20	visualizing	visualize	VERB
sc-1097	142	21	the	the	DET
sc-1097	142	22	insights	insight	NOUN
sc-1097	142	23	and	and	CCONJ
sc-1097	142	24	discovering	discover	VERB
sc-1097	142	25	the	the	DET
sc-1097	142	26	eai	eai	PROPN
sc-1097	142	27	endorsed	endorse	VERB
sc-1097	142	28	transactions	transaction	NOUN
sc-1097	142	29	on	on	ADP
sc-1097	142	30	smart	smart	ADJ
sc-1097	142	31	cities	city	NOUN
sc-1097	142	32	08	08	NUM
sc-1097	142	33	2021	2021	NUM
sc-1097	142	34	10	10	NUM
sc-1097	142	35	2021	2021	NUM
sc-1097	142	36	|	|	ADV
sc-1097	142	37	volume	volume	NOUN
sc-1097	142	38	5	5	NUM
sc-1097	142	39	|	|	ADV
sc-1097	142	40	issue	issue	NOUN
sc-1097	142	41	16	16	NUM
sc-1097	143	1	|	|	NOUN
sc-1097	143	2	e2	e2	PROPN
sc-1097	143	3	bike	bike	NOUN
sc-1097	143	4	-	-	PUNCT
sc-1097	143	5	sharing	share	VERB
sc-1097	143	6	mobility	mobility	NOUN
sc-1097	143	7	patterns	pattern	NOUN
sc-1097	143	8	:	:	PUNCT
sc-1097	143	9	a	a	DET
sc-1097	143	10	data	data	NOUN
sc-1097	143	11	-	-	PUNCT
sc-1097	143	12	driven	drive	VERB
sc-1097	143	13	analysis	analysis	NOUN
sc-1097	143	14	for	for	ADP
sc-1097	143	15	the	the	DET
sc-1097	143	16	city	city	NOUN
sc-1097	143	17	of	of	ADP
sc-1097	143	18	lisbon	lisbon	PROPN
sc-1097	143	19	5	5	NUM
sc-1097	143	20	table	table	NOUN
sc-1097	143	21	1	1	NUM
sc-1097	143	22	.	.	PUNCT
sc-1097	144	1	lisbon	lisbon	PROPN
sc-1097	144	2	bss	bss	PROPN
sc-1097	144	3	station	station	PROPN
sc-1097	144	4	data	datum	NOUN
sc-1097	144	5	schema	schema	NOUN
sc-1097	144	6	characteristics	characteristic	NOUN
sc-1097	144	7	description	description	NOUN
sc-1097	144	8	desigcomercial	desigcomercial	ADJ
sc-1097	144	9	commercial	commercial	ADJ
sc-1097	144	10	designation	designation	NOUN
sc-1097	144	11	entity_id	entity_id	PROPN
sc-1097	144	12	entity	entity	NOUN
sc-1097	144	13	i	i	PROPN
sc-1097	144	14	d	d	PROPN
sc-1097	144	15	id_planeamento	id_planeamento	ADP
sc-1097	144	16	planning	plan	VERB
sc-1097	144	17	i	i	PROPN
sc-1097	144	18	d	d	PROPN
sc-1097	144	19	latitude	latitude	NOUN
sc-1097	144	20	latitude	latitude	NOUN
sc-1097	144	21	longitude	longitude	PROPN
sc-1097	144	22	longitude	longitude	NOUN
sc-1097	144	23	capacidade_docas	capacidade_doca	NOUN
sc-1097	144	24	station	station	NOUN
sc-1097	144	25	capacity	capacity	NOUN
sc-1097	144	26	bike	bike	NOUN
sc-1097	144	27	trip	trip	NOUN
sc-1097	144	28	data	datum	NOUN
sc-1097	144	29	of	of	ADP
sc-1097	144	30	2018	2018	NUM
sc-1097	144	31	(	(	PUNCT
sc-1097	144	32	table	table	NOUN
sc-1097	144	33	2	2	NUM
sc-1097	144	34	)	)	PUNCT
sc-1097	144	35	,	,	PUNCT
sc-1097	144	36	is	be	AUX
sc-1097	144	37	featured	feature	VERB
sc-1097	144	38	by	by	ADP
sc-1097	144	39	origindestination	origindestination	NOUN
sc-1097	144	40	(	(	PUNCT
sc-1097	144	41	o	o	NOUN
sc-1097	144	42	-	-	NOUN
sc-1097	144	43	d	d	NOUN
sc-1097	144	44	)	)	PUNCT
sc-1097	144	45	trip	trip	NOUN
sc-1097	144	46	that	that	PRON
sc-1097	144	47	includes	include	VERB
sc-1097	144	48	i	i	PROPN
sc-1097	144	49	d	d	PROPN
sc-1097	144	50	(	(	PUNCT
sc-1097	144	51	column	column	NOUN
sc-1097	144	52	i	i	PROPN
sc-1097	144	53	d	d	PROPN
sc-1097	144	54	)	)	PUNCT
sc-1097	144	55	,	,	PUNCT
sc-1097	144	56	date_start	date_start	PROPN
sc-1097	144	57	(	(	PUNCT
sc-1097	144	58	start	start	VERB
sc-1097	144	59	date	date	NOUN
sc-1097	144	60	and	and	CCONJ
sc-1097	144	61	time	time	NOUN
sc-1097	144	62	)	)	PUNCT
sc-1097	144	63	,	,	PUNCT
sc-1097	144	64	date_end	date_end	NOUN
sc-1097	144	65	(	(	PUNCT
sc-1097	144	66	end	end	NOUN
sc-1097	144	67	date	date	NOUN
sc-1097	144	68	and	and	CCONJ
sc-1097	144	69	time	time	NOUN
sc-1097	144	70	)	)	PUNCT
sc-1097	144	71	,	,	PUNCT
sc-1097	144	72	distance	distance	NOUN
sc-1097	144	73	(	(	PUNCT
sc-1097	144	74	distance	distance	NOUN
sc-1097	144	75	in	in	ADP
sc-1097	144	76	metres	metre	NOUN
sc-1097	144	77	)	)	PUNCT
sc-1097	144	78	,	,	PUNCT
sc-1097	144	79	station_start	station_start	NOUN
sc-1097	144	80	(	(	PUNCT
sc-1097	144	81	start	start	VERB
sc-1097	144	82	station	station	NOUN
sc-1097	144	83	i	i	PROPN
sc-1097	144	84	d	d	PROPN
sc-1097	144	85	)	)	PUNCT
sc-1097	144	86	,	,	PUNCT
sc-1097	144	87	station_end	station_end	NOUN
sc-1097	144	88	(	(	PUNCT
sc-1097	144	89	end	end	NOUN
sc-1097	144	90	station	station	NOUN
sc-1097	144	91	i	i	PROPN
sc-1097	144	92	d	d	PROPN
sc-1097	144	93	)	)	PUNCT
sc-1097	144	94	,	,	PUNCT
sc-1097	144	95	bike_rfid	bike_rfid	NOUN
sc-1097	144	96	(	(	PUNCT
sc-1097	144	97	bike	bike	NOUN
sc-1097	144	98	i	i	PROPN
sc-1097	144	99	d	d	PROPN
sc-1097	144	100	)	)	PUNCT
sc-1097	144	101	,	,	PUNCT
sc-1097	144	102	geom	geom	NOUN
sc-1097	144	103	(	(	PUNCT
sc-1097	144	104	geometry	geometry	NOUN
sc-1097	144	105	)	)	PUNCT
sc-1097	144	106	,	,	PUNCT
sc-1097	144	107	num_vertices	num_vertice	NOUN
sc-1097	144	108	(	(	PUNCT
sc-1097	144	109	number	number	NOUN
sc-1097	144	110	of	of	ADP
sc-1097	144	111	nodes	node	NOUN
sc-1097	144	112	)	)	PUNCT
sc-1097	144	113	,	,	PUNCT
sc-1097	144	114	and	and	CCONJ
sc-1097	144	115	tipo_bicicleta	tipo_bicicleta	PROPN
sc-1097	144	116	(	(	PUNCT
sc-1097	144	117	bike_type	bike_type	PROPN
sc-1097	144	118	)	)	PUNCT
sc-1097	144	119	.	.	PUNCT
sc-1097	145	1	the	the	DET
sc-1097	145	2	ipma	ipma	NOUN
sc-1097	145	3	weather	weather	NOUN
sc-1097	145	4	data	datum	NOUN
sc-1097	145	5	of	of	ADP
sc-1097	145	6	2018	2018	NUM
sc-1097	145	7	(	(	PUNCT
sc-1097	145	8	table	table	NOUN
sc-1097	145	9	3	3	NUM
sc-1097	145	10	)	)	PUNCT
sc-1097	145	11	provides	provide	VERB
sc-1097	145	12	the	the	DET
sc-1097	145	13	total	total	ADJ
sc-1097	145	14	precipitation	precipitation	NOUN
sc-1097	145	15	of	of	ADP
sc-1097	145	16	3	3	NUM
sc-1097	145	17	weather	weather	NOUN
sc-1097	145	18	stations	station	NOUN
sc-1097	145	19	(	(	PUNCT
sc-1097	145	20	i	i	PROPN
sc-1097	145	21	d	d	PROPN
sc-1097	145	22	)	)	PUNCT
sc-1097	145	23	located	locate	VERB
sc-1097	145	24	in	in	ADP
sc-1097	145	25	lisbon	lisbon	PROPN
sc-1097	145	26	:	:	PUNCT
sc-1097	145	27	“	"	PUNCT
sc-1097	145	28	1200535	1200535	NUM
sc-1097	145	29	”	"	PUNCT
sc-1097	145	30	lisboa	lisboa	PROPN
sc-1097	145	31	geofísica	geofísica	PROPN
sc-1097	145	32	(	(	PUNCT
sc-1097	145	33	lisbon	lisbon	PROPN
sc-1097	145	34	centre	centre	PROPN
sc-1097	145	35	)	)	PUNCT
sc-1097	145	36	,	,	PUNCT
sc-1097	145	37	“	"	PUNCT
sc-1097	145	38	1200579	1200579	NUM
sc-1097	145	39	”	"	PUNCT
sc-1097	145	40	lisboa	lisboa	PROPN
sc-1097	145	41	avenida	avenida	PROPN
sc-1097	145	42	gago	gago	PROPN
sc-1097	145	43	coutinho	coutinho	PROPN
sc-1097	145	44	and	and	CCONJ
sc-1097	145	45	“	"	PUNCT
sc-1097	145	46	1210762	1210762	NUM
sc-1097	145	47	”	"	PUNCT
sc-1097	145	48	lisboa	lisboa	PROPN
sc-1097	145	49	tapada	tapada	PROPN
sc-1097	145	50	da	da	PROPN
sc-1097	145	51	ajuda	ajuda	PROPN
sc-1097	145	52	.	.	PUNCT
sc-1097	146	1	it	it	PRON
sc-1097	146	2	is	be	AUX
sc-1097	146	3	structured	structure	VERB
sc-1097	146	4	with	with	ADP
sc-1097	146	5	the	the	DET
sc-1097	146	6	following	follow	VERB
sc-1097	146	7	features	feature	NOUN
sc-1097	146	8	:	:	PUNCT
sc-1097	146	9	ano	ano	PROPN
sc-1097	146	10	(	(	PUNCT
sc-1097	146	11	year	year	NOUN
sc-1097	146	12	)	)	PUNCT
sc-1097	146	13	,	,	PUNCT
sc-1097	146	14	ms	ms	NOUN
sc-1097	146	15	(	(	PUNCT
sc-1097	146	16	month	month	NOUN
sc-1097	146	17	)	)	PUNCT
sc-1097	146	18	,	,	PUNCT
sc-1097	146	19	di	di	NOUN
sc-1097	146	20	(	(	PUNCT
sc-1097	146	21	day	day	PROPN
sc-1097	146	22	)	)	PUNCT
sc-1097	146	23	,	,	PUNCT
sc-1097	146	24	hr	hr	NOUN
sc-1097	146	25	(	(	PUNCT
sc-1097	146	26	hour	hour	NOUN
sc-1097	146	27	)	)	PUNCT
sc-1097	146	28	.	.	PUNCT
sc-1097	147	1	table	table	NOUN
sc-1097	147	2	2	2	NUM
sc-1097	147	3	.	.	PUNCT
sc-1097	148	1	lisbon	lisbon	PROPN
sc-1097	148	2	bss	bss	PROPN
sc-1097	148	3	trip	trip	NOUN
sc-1097	148	4	data	datum	NOUN
sc-1097	148	5	schema	schema	NOUN
sc-1097	148	6	from	from	ADP
sc-1097	148	7	2018	2018	NUM
sc-1097	148	8	characteristics	characteristic	NOUN
sc-1097	148	9	description	description	NOUN
sc-1097	148	10	i	i	NOUN
sc-1097	148	11	d	d	PROPN
sc-1097	148	12	column	column	NOUN
sc-1097	148	13	i	i	PROPN
sc-1097	148	14	d	d	PROPN
sc-1097	148	15	date_start	date_start	PROPN
sc-1097	148	16	start	start	VERB
sc-1097	148	17	date	date	NOUN
sc-1097	148	18	and	and	CCONJ
sc-1097	148	19	time	time	NOUN
sc-1097	148	20	date_end	date_end	NOUN
sc-1097	148	21	end	end	NOUN
sc-1097	148	22	date	date	NOUN
sc-1097	148	23	and	and	CCONJ
sc-1097	148	24	time	time	NOUN
sc-1097	148	25	distance	distance	NOUN
sc-1097	148	26	distance	distance	NOUN
sc-1097	148	27	station_start	station_start	NOUN
sc-1097	148	28	start	start	VERB
sc-1097	148	29	station	station	NOUN
sc-1097	149	1	i	i	PROPN
sc-1097	149	2	d	d	PROPN
sc-1097	149	3	station_end	station_end	ADJ
sc-1097	149	4	end	end	NOUN
sc-1097	149	5	station	station	NOUN
sc-1097	149	6	i	i	PROPN
sc-1097	149	7	d	d	PROPN
sc-1097	149	8	bike_rfid	bike_rfid	NOUN
sc-1097	149	9	bike	bike	NOUN
sc-1097	149	10	i	i	PROPN
sc-1097	149	11	d	d	PROPN
sc-1097	149	12	geom	geom	PROPN
sc-1097	149	13	travel	travel	NOUN
sc-1097	149	14	trajectory	trajectory	NOUN
sc-1097	149	15	geometry	geometry	NOUN
sc-1097	149	16	num_vertices	num_vertice	NOUN
sc-1097	149	17	number	number	NOUN
sc-1097	149	18	of	of	ADP
sc-1097	149	19	nodes	node	NOUN
sc-1097	149	20	tipo_bicicleta	tipo_bicicleta	PROPN
sc-1097	149	21	bike	bike	NOUN
sc-1097	149	22	type	type	NOUN
sc-1097	149	23	(	(	PUNCT
sc-1097	149	24	conventional	conventional	ADJ
sc-1097	149	25	or	or	CCONJ
sc-1097	149	26	electric	electric	ADJ
sc-1097	149	27	)	)	PUNCT
sc-1097	149	28	table	table	NOUN
sc-1097	149	29	3	3	NUM
sc-1097	149	30	.	.	PUNCT
sc-1097	149	31	ipma	ipma	NOUN
sc-1097	149	32	data	datum	NOUN
sc-1097	149	33	schema	schema	NOUN
sc-1097	149	34	characteristics	characteristic	NOUN
sc-1097	149	35	description	description	NOUN
sc-1097	149	36	ano	ano	PROPN
sc-1097	149	37	year	year	PROPN
sc-1097	149	38	ms	ms	PROPN
sc-1097	149	39	month	month	PROPN
sc-1097	149	40	di	di	PROPN
sc-1097	149	41	day	day	PROPN
sc-1097	149	42	hr	hr	NOUN
sc-1097	149	43	hour	hour	NOUN
sc-1097	149	44	1200535	1200535	NUM
sc-1097	149	45	lisboa	lisboa	PROPN
sc-1097	149	46	geofísica	geofísica	PROPN
sc-1097	149	47	weather	weather	PROPN
sc-1097	149	48	station	station	NOUN
sc-1097	149	49	#	#	SYM
sc-1097	149	50	1	1	NUM
sc-1097	149	51	1200579	1200579	NUM
sc-1097	149	52	lisboa	lisboa	PROPN
sc-1097	149	53	avenida	avenida	PROPN
sc-1097	149	54	gago	gago	PROPN
sc-1097	149	55	coutinho	coutinho	PROPN
sc-1097	149	56	weather	weather	PROPN
sc-1097	149	57	station	station	NOUN
sc-1097	149	58	#	#	SYM
sc-1097	149	59	2	2	NUM
sc-1097	149	60	1210762	1210762	NUM
sc-1097	149	61	lisboa	lisboa	NOUN
sc-1097	149	62	tapada	tapada	PROPN
sc-1097	149	63	da	da	PROPN
sc-1097	149	64	ajuda	ajuda	PROPN
sc-1097	149	65	weather	weather	PROPN
sc-1097	149	66	station	station	NOUN
sc-1097	149	67	#	#	SYM
sc-1097	149	68	3	3	NUM
sc-1097	149	69	lisbon	lisbon	PROPN
sc-1097	149	70	bss	bss	PROPN
sc-1097	149	71	data	datum	NOUN
sc-1097	149	72	of	of	ADP
sc-1097	149	73	2019	2019	NUM
sc-1097	149	74	and	and	CCONJ
sc-1097	149	75	2020	2020	NUM
sc-1097	149	76	bike	bike	NOUN
sc-1097	149	77	trip	trip	NOUN
sc-1097	149	78	data	datum	NOUN
sc-1097	149	79	of	of	ADP
sc-1097	149	80	2019	2019	NUM
sc-1097	149	81	and	and	CCONJ
sc-1097	149	82	2020	2020	NUM
sc-1097	149	83	(	(	PUNCT
sc-1097	149	84	table	table	NOUN
sc-1097	149	85	4	4	NUM
sc-1097	149	86	)	)	PUNCT
sc-1097	149	87	is	be	AUX
sc-1097	149	88	characterized	characterize	VERB
sc-1097	149	89	by	by	ADP
sc-1097	149	90	date	date	NOUN
sc-1097	149	91	(	(	PUNCT
sc-1097	149	92	dd	dd	NOUN
sc-1097	149	93	/	/	SYM
sc-1097	149	94	mm	mm	NOUN
sc-1097	149	95	/	/	SYM
sc-1097	149	96	yyyy	yyyy	PROPN
sc-1097	149	97	)	)	PUNCT
sc-1097	149	98	and	and	CCONJ
sc-1097	149	99	trips	trip	NOUN
sc-1097	149	100	per	per	ADP
sc-1097	149	101	day	day	NOUN
sc-1097	149	102	ranging	range	VERB
sc-1097	149	103	from	from	ADP
sc-1097	149	104	1st	1st	ADJ
sc-1097	149	105	january	january	PROPN
sc-1097	149	106	2019	2019	NUM
sc-1097	149	107	to	to	ADP
sc-1097	149	108	4th	4th	ADJ
sc-1097	149	109	june	june	PROPN
sc-1097	149	110	2020	2020	NUM
sc-1097	149	111	.	.	PUNCT
sc-1097	150	1	table	table	NOUN
sc-1097	150	2	4	4	NUM
sc-1097	150	3	.	.	PUNCT
sc-1097	151	1	lisbon	lisbon	PROPN
sc-1097	151	2	bss	bss	PROPN
sc-1097	151	3	trip	trip	NOUN
sc-1097	151	4	data	datum	NOUN
sc-1097	151	5	schema	schema	NOUN
sc-1097	151	6	of	of	ADP
sc-1097	151	7	2019	2019	NUM
sc-1097	151	8	and	and	CCONJ
sc-1097	151	9	2020	2020	NUM
sc-1097	151	10	characteristics	characteristic	NOUN
sc-1097	151	11	description	description	NOUN
sc-1097	151	12	data	datum	NOUN
sc-1097	151	13	date	date	PROPN
sc-1097	151	14	viagens	viagens	PROPN
sc-1097	151	15	bike	bike	PROPN
sc-1097	151	16	trip	trip	NOUN
sc-1097	151	17	count	count	VERB
sc-1097	151	18	the	the	DET
sc-1097	151	19	ipma	ipma	NOUN
sc-1097	151	20	weather	weather	NOUN
sc-1097	151	21	data	datum	NOUN
sc-1097	151	22	(	(	PUNCT
sc-1097	151	23	table	table	NOUN
sc-1097	151	24	5	5	NUM
sc-1097	151	25	)	)	PUNCT
sc-1097	151	26	is	be	AUX
sc-1097	151	27	structured	structure	VERB
sc-1097	151	28	with18	with18	ADJ
sc-1097	151	29	variables	variable	NOUN
sc-1097	151	30	in	in	ADP
sc-1097	151	31	2019	2019	NUM
sc-1097	151	32	,	,	PUNCT
sc-1097	151	33	and	and	CCONJ
sc-1097	151	34	11	11	NUM
sc-1097	151	35	variables	variable	NOUN
sc-1097	151	36	(	(	PUNCT
sc-1097	151	37	table	table	NOUN
sc-1097	151	38	5	5	NUM
sc-1097	151	39	)	)	PUNCT
sc-1097	151	40	in	in	ADP
sc-1097	151	41	2020	2020	NUM
sc-1097	151	42	.	.	PUNCT
sc-1097	152	1	the	the	DET
sc-1097	152	2	variables	variable	NOUN
sc-1097	152	3	marked	mark	VERB
sc-1097	152	4	with	with	ADP
sc-1097	152	5	*	*	PUNCT
sc-1097	152	6	are	be	AUX
sc-1097	152	7	only	only	ADV
sc-1097	152	8	provided	provide	VERB
sc-1097	152	9	for	for	ADP
sc-1097	152	10	2019	2019	NUM
sc-1097	152	11	data	datum	NOUN
sc-1097	152	12	,	,	PUNCT
sc-1097	152	13	and	and	CCONJ
sc-1097	152	14	the	the	DET
sc-1097	152	15	others	other	NOUN
sc-1097	152	16	both	both	PRON
sc-1097	152	17	to	to	ADP
sc-1097	152	18	2019	2019	NUM
sc-1097	152	19	and	and	CCONJ
sc-1097	152	20	2020	2020	NUM
sc-1097	152	21	.	.	PUNCT
sc-1097	153	1	the	the	DET
sc-1097	153	2	data	datum	NOUN
sc-1097	153	3	ranges	range	VERB
sc-1097	153	4	from	from	ADP
sc-1097	153	5	1st	1st	ADJ
sc-1097	153	6	january	january	NOUN
sc-1097	153	7	of	of	ADP
sc-1097	153	8	2019	2019	NUM
sc-1097	153	9	to	to	ADP
sc-1097	153	10	30th	30th	NUM
sc-1097	153	11	october	october	PROPN
sc-1097	153	12	2019	2019	NUM
sc-1097	153	13	,	,	PUNCT
sc-1097	153	14	and	and	CCONJ
sc-1097	153	15	from	from	ADP
sc-1097	153	16	17th	17th	ADJ
sc-1097	153	17	january	january	NOUN
sc-1097	153	18	2020	2020	NUM
sc-1097	153	19	to	to	ADP
sc-1097	153	20	30th	30th	NUM
sc-1097	153	21	june	june	PROPN
sc-1097	153	22	2020	2020	NUM
sc-1097	153	23	.	.	PUNCT
sc-1097	154	1	it	it	PRON
sc-1097	154	2	is	be	AUX
sc-1097	154	3	important	important	ADJ
sc-1097	154	4	to	to	PART
sc-1097	154	5	highlight	highlight	VERB
sc-1097	154	6	that	that	SCONJ
sc-1097	154	7	data	datum	NOUN
sc-1097	154	8	is	be	AUX
sc-1097	154	9	missing	miss	VERB
sc-1097	154	10	9th	9th	ADJ
sc-1097	154	11	,	,	PUNCT
sc-1097	154	12	10th	10th	ADJ
sc-1097	154	13	and	and	CCONJ
sc-1097	154	14	24th	24th	ADJ
sc-1097	154	15	march	march	NOUN
sc-1097	154	16	2019	2019	NUM
sc-1097	154	17	;	;	PUNCT
sc-1097	154	18	18th	18th	ADJ
sc-1097	154	19	and	and	CCONJ
sc-1097	154	20	19th	19th	ADJ
sc-1097	154	21	april	april	PROPN
sc-1097	154	22	2019	2019	NUM
sc-1097	154	23	;	;	PUNCT
sc-1097	154	24	22nd	22nd	NUM
sc-1097	154	25	september	september	PROPN
sc-1097	154	26	to	to	ADP
sc-1097	154	27	30th	30th	ADJ
sc-1097	154	28	september	september	PROPN
sc-1097	154	29	;	;	PUNCT
sc-1097	155	1	november	november	PROPN
sc-1097	155	2	and	and	CCONJ
sc-1097	155	3	december	december	PROPN
sc-1097	155	4	2019	2019	NUM
sc-1097	155	5	and	and	CCONJ
sc-1097	155	6	the	the	DET
sc-1097	155	7	first	first	ADJ
sc-1097	155	8	two	two	NUM
sc-1097	155	9	weeks	week	NOUN
sc-1097	155	10	of	of	ADP
sc-1097	155	11	2020	2020	NUM
sc-1097	155	12	(	(	PUNCT
sc-1097	155	13	1st	1st	ADJ
sc-1097	155	14	january	january	NOUN
sc-1097	155	15	to	to	ADP
sc-1097	155	16	16th	16th	ADJ
sc-1097	155	17	january	january	PROPN
sc-1097	155	18	)	)	PUNCT
sc-1097	155	19	.	.	PUNCT
sc-1097	156	1	in	in	ADP
sc-1097	156	2	our	our	PRON
sc-1097	156	3	analysis	analysis	NOUN
sc-1097	156	4	we	we	PRON
sc-1097	156	5	used	use	VERB
sc-1097	156	6	features	feature	NOUN
sc-1097	156	7	,	,	PUNCT
sc-1097	156	8	such	such	ADJ
sc-1097	156	9	as	as	ADP
sc-1097	156	10	,	,	PUNCT
sc-1097	156	11	date	date	NOUN
sc-1097	156	12	,	,	PUNCT
sc-1097	156	13	weather	weather	NOUN
sc-1097	156	14	station	station	NOUN
sc-1097	156	15	code	code	NOUN
sc-1097	156	16	(	(	PUNCT
sc-1097	156	17	the	the	DET
sc-1097	156	18	codes	code	NOUN
sc-1097	156	19	are	be	AUX
sc-1097	156	20	the	the	DET
sc-1097	156	21	same	same	ADJ
sc-1097	156	22	as	as	ADP
sc-1097	156	23	2018	2018	NUM
sc-1097	156	24	with	with	ADP
sc-1097	156	25	a	a	DET
sc-1097	156	26	new	new	ADJ
sc-1097	156	27	code	code	NOUN
sc-1097	156	28	,	,	PUNCT
sc-1097	156	29	“	"	PUNCT
sc-1097	156	30	1210783	1210783	NUM
sc-1097	156	31	”	"	PUNCT
sc-1097	156	32	corresponding	correspond	VERB
sc-1097	156	33	to	to	ADP
sc-1097	156	34	the	the	DET
sc-1097	156	35	alvalade	alvalade	ADV
sc-1097	156	36	weather	weather	NOUN
sc-1097	156	37	station	station	NOUN
sc-1097	156	38	)	)	PUNCT
sc-1097	156	39	and	and	CCONJ
sc-1097	156	40	the	the	DET
sc-1097	156	41	temperature	temperature	NOUN
sc-1097	156	42	levels	level	NOUN
sc-1097	156	43	.	.	PUNCT
sc-1097	157	1	eai	eai	PROPN
sc-1097	157	2	endorsed	endorse	VERB
sc-1097	157	3	transactions	transaction	NOUN
sc-1097	157	4	on	on	ADP
sc-1097	157	5	smart	smart	ADJ
sc-1097	157	6	cities	city	NOUN
sc-1097	157	7	08	08	NUM
sc-1097	157	8	2021	2021	NUM
sc-1097	157	9	10	10	NUM
sc-1097	157	10	2021	2021	NUM
sc-1097	157	11	|	|	ADV
sc-1097	157	12	volume	volume	NOUN
sc-1097	157	13	5	5	NUM
sc-1097	157	14	|	|	ADV
sc-1097	157	15	issue	issue	NOUN
sc-1097	157	16	16	16	NUM
sc-1097	157	17	|	|	ADV
sc-1097	157	18	e2	e2	PROPN
sc-1097	157	19	vitória	vitória	PROPN
sc-1097	157	20	albuquerque	albuquerque	PROPN
sc-1097	157	21	et	et	PROPN
sc-1097	157	22	al	al	PROPN
sc-1097	157	23	.	.	PROPN
sc-1097	157	24	6	6	NUM
sc-1097	157	25	table	table	NOUN
sc-1097	157	26	5	5	NUM
sc-1097	157	27	.	.	PUNCT
sc-1097	157	28	ipma	ipma	NOUN
sc-1097	157	29	data	datum	NOUN
sc-1097	157	30	schema	schema	NOUN
sc-1097	157	31	of	of	ADP
sc-1097	157	32	2019	2019	NUM
sc-1097	157	33	and	and	CCONJ
sc-1097	157	34	2020	2020	NUM
sc-1097	157	35	characteristics	characteristic	NOUN
sc-1097	157	36	description	description	NOUN
sc-1097	157	37	data_hora	data_hora	PROPN
sc-1097	157	38	date	date	NOUN
sc-1097	157	39	entity_id	entity_id	PROPN
sc-1097	157	40	*	*	PUNCT
sc-1097	157	41	entity	entity	NOUN
sc-1097	157	42	i	i	PROPN
sc-1097	157	43	d	d	PROPN
sc-1097	157	44	entity_location	entity_location	NOUN
sc-1097	157	45	*	*	SYM
sc-1097	157	46	entity	entity	NOUN
sc-1097	157	47	location	location	NOUN
sc-1097	157	48	(	(	PUNCT
sc-1097	157	49	coordinates	coordinate	NOUN
sc-1097	157	50	)	)	PUNCT
sc-1097	157	51	entity_ts	entity_ts	PROPN
sc-1097	157	52	*	*	PUNCT
sc-1097	157	53	entity_type	entity_type	PROPN
sc-1097	157	54	*	*	PUNCT
sc-1097	157	55	type	type	NOUN
sc-1097	157	56	of	of	ADP
sc-1097	157	57	entity	entity	NOUN
sc-1097	157	58	estaciones	estaciones	PROPN
sc-1097	157	59	weather	weather	PROPN
sc-1097	157	60	station	station	PROPN
sc-1097	157	61	code	code	PROPN
sc-1097	157	62	fecha	fecha	PROPN
sc-1097	157	63	fiware_service	fiware_service	PROPN
sc-1097	157	64	*	*	PUNCT
sc-1097	157	65	fiware_servicepath	fiware_servicepath	NOUN
sc-1097	157	66	*	*	NOUN
sc-1097	157	67	humidade	humidade	PROPN
sc-1097	157	68	humidity	humidity	PROPN
sc-1097	157	69	iddireccvento	iddireccvento	PROPN
sc-1097	157	70	wind	wind	NOUN
sc-1097	157	71	direction	direction	NOUN
sc-1097	157	72	i	i	PROPN
sc-1097	157	73	d	d	PROPN
sc-1097	157	74	intensidadedeventok	intensidadedeventok	ADJ
sc-1097	157	75	m	m	PROPN
sc-1097	157	76	wind	wind	NOUN
sc-1097	157	77	intensity	intensity	NOUN
sc-1097	157	78	position	position	NOUN
sc-1097	157	79	station	station	NOUN
sc-1097	157	80	position	position	NOUN
sc-1097	157	81	preacumulacada	preacumulacada	NOUN
sc-1097	157	82	pressao	pressao	VERB
sc-1097	157	83	atmospheric	atmospheric	ADJ
sc-1097	157	84	pressure	pressure	NOUN
sc-1097	157	85	radiacao	radiacao	NOUN
sc-1097	157	86	radiation	radiation	NOUN
sc-1097	157	87	temperatura	temperatura	NOUN
sc-1097	157	88	temperature	temperature	NOUN
sc-1097	157	89	validity_ts	validity_ts	PROPN
sc-1097	157	90	*	*	PROPN
sc-1097	157	91	avenida	avenida	PROPN
sc-1097	157	92	duque	duque	PROPN
sc-1097	157	93	de	de	PROPN
sc-1097	157	94	ávila	ávila	PROPN
sc-1097	157	95	data	datum	NOUN
sc-1097	157	96	of	of	ADP
sc-1097	157	97	2019	2019	NUM
sc-1097	157	98	and	and	CCONJ
sc-1097	157	99	2020	2020	NUM
sc-1097	157	100	bike	bike	NOUN
sc-1097	157	101	count	count	NOUN
sc-1097	157	102	data	datum	NOUN
sc-1097	157	103	of	of	ADP
sc-1097	157	104	2019	2019	NUM
sc-1097	157	105	and	and	CCONJ
sc-1097	157	106	2020	2020	NUM
sc-1097	157	107	(	(	PUNCT
sc-1097	157	108	table	table	NOUN
sc-1097	157	109	6	6	NUM
sc-1097	157	110	)	)	PUNCT
sc-1097	157	111	was	be	AUX
sc-1097	157	112	collected	collect	VERB
sc-1097	157	113	from	from	ADP
sc-1097	157	114	a	a	DET
sc-1097	157	115	sensor	sensor	NOUN
sc-1097	157	116	located	locate	VERB
sc-1097	157	117	in	in	ADP
sc-1097	157	118	avenida	avenida	PROPN
sc-1097	157	119	duque	duque	PROPN
sc-1097	157	120	de	de	PROPN
sc-1097	157	121	ávila	ávila	PROPN
sc-1097	157	122	.	.	PUNCT
sc-1097	158	1	data	datum	NOUN
sc-1097	158	2	provided	provide	VERB
sc-1097	158	3	features	feature	NOUN
sc-1097	158	4	all	all	DET
sc-1097	158	5	trips	trip	NOUN
sc-1097	158	6	count	count	VERB
sc-1097	158	7	,	,	PUNCT
sc-1097	158	8	from	from	ADP
sc-1097	158	9	bsss	bsss	NOUN
sc-1097	158	10	bikes	bike	NOUN
sc-1097	158	11	and	and	CCONJ
sc-1097	158	12	bikes	bike	NOUN
sc-1097	158	13	owned	own	VERB
sc-1097	158	14	by	by	ADP
sc-1097	158	15	users	user	NOUN
sc-1097	158	16	.	.	PUNCT
sc-1097	159	1	it	it	PRON
sc-1097	159	2	was	be	AUX
sc-1097	159	3	collected	collect	VERB
sc-1097	159	4	from	from	ADP
sc-1097	159	5	1st	1st	ADJ
sc-1097	159	6	january	january	PROPN
sc-1097	159	7	2019	2019	NUM
sc-1097	159	8	to	to	ADP
sc-1097	159	9	1st	1st	ADJ
sc-1097	159	10	october	october	PROPN
sc-1097	159	11	2020	2020	NUM
sc-1097	159	12	and	and	CCONJ
sc-1097	159	13	is	be	AUX
sc-1097	159	14	structured	structure	VERB
sc-1097	159	15	as	as	SCONJ
sc-1097	159	16	follows	follow	VERB
sc-1097	159	17	:	:	PUNCT
sc-1097	159	18	“	"	PUNCT
sc-1097	159	19	time	time	NOUN
sc-1097	159	20	”	"	PUNCT
sc-1097	159	21	:	:	PUNCT
sc-1097	159	22	entry	entry	NOUN
sc-1097	159	23	of	of	ADP
sc-1097	159	24	day	day	NOUN
sc-1097	159	25	,	,	PUNCT
sc-1097	159	26	month	month	NOUN
sc-1097	159	27	and	and	CCONJ
sc-1097	159	28	year	year	NOUN
sc-1097	159	29	(	(	PUNCT
sc-1097	159	30	dd	dd	NOUN
sc-1097	159	31	/	/	SYM
sc-1097	159	32	mm	mm	NOUN
sc-1097	159	33	/	/	SYM
sc-1097	159	34	yyyy	yyyy	PROPN
sc-1097	159	35	)	)	PUNCT
sc-1097	159	36	;	;	PUNCT
sc-1097	159	37	“	"	PUNCT
sc-1097	159	38	piloto	piloto	NOUN
sc-1097	159	39	lx	lx	NOUN
sc-1097	159	40	”	"	PUNCT
sc-1097	159	41	total	total	NOUN
sc-1097	159	42	of	of	ADP
sc-1097	159	43	bike	bike	NOUN
sc-1097	159	44	count	count	NOUN
sc-1097	159	45	(	(	PUNCT
sc-1097	159	46	east	east	NOUN
sc-1097	159	47	and	and	CCONJ
sc-1097	159	48	west	west	NOUN
sc-1097	159	49	)	)	PUNCT
sc-1097	159	50	per	per	ADP
sc-1097	159	51	day	day	NOUN
sc-1097	159	52	;	;	PUNCT
sc-1097	159	53	“	"	PUNCT
sc-1097	159	54	piloto	piloto	NOUN
sc-1097	159	55	lx	lx	NOUN
sc-1097	159	56	ciclistas	ciclista	NOUN
sc-1097	159	57	entradas	entradas	PROPN
sc-1097	159	58	”	"	PUNCT
sc-1097	159	59	:	:	PUNCT
sc-1097	159	60	bike	bike	NOUN
sc-1097	159	61	count	count	NOUN
sc-1097	159	62	per	per	ADP
sc-1097	159	63	day	day	NOUN
sc-1097	159	64	from	from	ADP
sc-1097	159	65	the	the	DET
sc-1097	159	66	east	east	NOUN
sc-1097	159	67	;	;	PUNCT
sc-1097	159	68	and	and	CCONJ
sc-1097	159	69	“	"	PUNCT
sc-1097	159	70	piloto	piloto	NOUN
sc-1097	159	71	lx	lx	NOUN
sc-1097	159	72	ciclistas	ciclista	NOUN
sc-1097	159	73	entradas	entradas	PROPN
sc-1097	159	74	”	"	PUNCT
sc-1097	159	75	:	:	PUNCT
sc-1097	159	76	bike	bike	NOUN
sc-1097	159	77	count	count	NOUN
sc-1097	159	78	per	per	ADP
sc-1097	159	79	day	day	NOUN
sc-1097	159	80	from	from	ADP
sc-1097	159	81	the	the	DET
sc-1097	159	82	west	west	NOUN
sc-1097	159	83	.	.	PUNCT
sc-1097	160	1	table	table	NOUN
sc-1097	160	2	6	6	NUM
sc-1097	160	3	.	.	PUNCT
sc-1097	161	1	avenida	avenida	PROPN
sc-1097	161	2	duque	duque	PROPN
sc-1097	161	3	de	de	PROPN
sc-1097	161	4	ávila	ávila	PROPN
sc-1097	161	5	bike	bike	NOUN
sc-1097	161	6	count	count	NOUN
sc-1097	161	7	of	of	ADP
sc-1097	161	8	2019	2019	NUM
sc-1097	161	9	and	and	CCONJ
sc-1097	161	10	2020	2020	NUM
sc-1097	161	11	characteristics	characteristic	NOUN
sc-1097	161	12	description	description	NOUN
sc-1097	161	13	time	time	NOUN
sc-1097	161	14	date	date	NOUN
sc-1097	161	15	piloto	piloto	PROPN
sc-1097	161	16	lx	lx	PROPN
sc-1097	161	17	avenida	avenida	PROPN
sc-1097	161	18	duque	duque	PROPN
sc-1097	161	19	de	de	PROPN
sc-1097	161	20	ávila	ávila	PROPN
sc-1097	161	21	total	total	ADJ
sc-1097	161	22	bike	bike	NOUN
sc-1097	161	23	count	count	NOUN
sc-1097	161	24	piloto	piloto	NOUN
sc-1097	161	25	lx	lx	ADP
sc-1097	161	26	ciclistas	ciclista	NOUN
sc-1097	161	27	entradas	entradas	PROPN
sc-1097	161	28	avenida	avenida	PROPN
sc-1097	161	29	duque	duque	PROPN
sc-1097	161	30	de	de	PROPN
sc-1097	161	31	ávila	ávila	PROPN
sc-1097	161	32	bike	bike	NOUN
sc-1097	161	33	count	count	NOUN
sc-1097	161	34	from	from	ADP
sc-1097	161	35	east	east	PROPN
sc-1097	161	36	piloto	piloto	PROPN
sc-1097	161	37	lx	lx	ADP
sc-1097	161	38	ciclistas	ciclistas	PROPN
sc-1097	161	39	saídas	saídas	PROPN
sc-1097	161	40	avenida	avenida	PROPN
sc-1097	161	41	duque	duque	PROPN
sc-1097	161	42	de	de	PROPN
sc-1097	161	43	ávila	ávila	PROPN
sc-1097	161	44	bike	bike	NOUN
sc-1097	161	45	count	count	NOUN
sc-1097	161	46	from	from	ADP
sc-1097	161	47	west	west	PROPN
sc-1097	161	48	4.2	4.2	NUM
sc-1097	161	49	.	.	PUNCT
sc-1097	162	1	data	datum	NOUN
sc-1097	162	2	preprocessing	preprocesse	VERB
sc-1097	162	3	lisbon	lisbon	PROPN
sc-1097	162	4	bss	bss	PROPN
sc-1097	162	5	data	datum	NOUN
sc-1097	162	6	preprocessing	preprocessing	NOUN
sc-1097	162	7	of	of	ADP
sc-1097	162	8	2018	2018	NUM
sc-1097	162	9	lisbon	lisbon	PROPN
sc-1097	162	10	bss	bss	PROPN
sc-1097	162	11	data	data	PROPN
sc-1097	162	12	,	,	PUNCT
sc-1097	162	13	a	a	DET
sc-1097	162	14	fourth	fourth	ADJ
sc-1097	162	15	-	-	PUNCT
sc-1097	162	16	generation	generation	NOUN
sc-1097	162	17	system	system	NOUN
sc-1097	162	18	,	,	PUNCT
sc-1097	162	19	provides	provide	VERB
sc-1097	162	20	broad	broad	ADJ
sc-1097	162	21	and	and	CCONJ
sc-1097	162	22	extensive	extensive	ADJ
sc-1097	162	23	information	information	NOUN
sc-1097	162	24	.	.	PUNCT
sc-1097	163	1	data	datum	NOUN
sc-1097	163	2	extraction	extraction	NOUN
sc-1097	163	3	methods	method	NOUN
sc-1097	163	4	have	have	AUX
sc-1097	163	5	not	not	PART
sc-1097	163	6	yet	yet	ADV
sc-1097	163	7	been	be	AUX
sc-1097	163	8	extensively	extensively	ADV
sc-1097	163	9	explored	explore	VERB
sc-1097	163	10	[	[	PUNCT
sc-1097	163	11	42	42	NUM
sc-1097	163	12	]	]	PUNCT
sc-1097	163	13	,	,	PUNCT
sc-1097	163	14	therefore	therefore	ADV
sc-1097	163	15	,	,	PUNCT
sc-1097	163	16	there	there	PRON
sc-1097	163	17	are	be	VERB
sc-1097	163	18	limitations	limitation	NOUN
sc-1097	163	19	in	in	ADP
sc-1097	163	20	the	the	DET
sc-1097	163	21	collected	collect	VERB
sc-1097	163	22	data	datum	NOUN
sc-1097	163	23	,	,	PUNCT
sc-1097	163	24	which	which	PRON
sc-1097	163	25	need	need	VERB
sc-1097	163	26	to	to	PART
sc-1097	163	27	be	be	AUX
sc-1097	163	28	evaluated	evaluate	VERB
sc-1097	163	29	on	on	ADP
sc-1097	163	30	its	its	PRON
sc-1097	163	31	limitations	limitation	NOUN
sc-1097	163	32	and	and	CCONJ
sc-1097	163	33	cleaned	clean	VERB
sc-1097	163	34	.	.	PUNCT
sc-1097	164	1	data	datum	NOUN
sc-1097	164	2	cleaning	cleaning	NOUN
sc-1097	164	3	involves	involve	VERB
sc-1097	164	4	handling	handle	VERB
sc-1097	164	5	missing	miss	VERB
sc-1097	164	6	data	datum	NOUN
sc-1097	164	7	and	and	CCONJ
sc-1097	164	8	noise	noise	NOUN
sc-1097	164	9	removal	removal	NOUN
sc-1097	164	10	,	,	PUNCT
sc-1097	164	11	thus	thus	ADV
sc-1097	164	12	generating	generate	VERB
sc-1097	164	13	datasets	dataset	NOUN
sc-1097	164	14	with	with	ADP
sc-1097	164	15	accurate	accurate	ADJ
sc-1097	164	16	and	and	CCONJ
sc-1097	164	17	validated	validated	ADJ
sc-1097	164	18	data	datum	NOUN
sc-1097	164	19	.	.	PUNCT
sc-1097	165	1	the	the	DET
sc-1097	165	2	following	follow	VERB
sc-1097	165	3	data	datum	NOUN
sc-1097	165	4	cleaning	cleaning	NOUN
sc-1097	165	5	methods	method	NOUN
sc-1097	165	6	were	be	AUX
sc-1097	165	7	applied	apply	VERB
sc-1097	165	8	to	to	ADP
sc-1097	165	9	bike	bike	NOUN
sc-1097	165	10	trip	trip	NOUN
sc-1097	165	11	data	datum	NOUN
sc-1097	165	12	:	:	PUNCT
sc-1097	165	13	•	•	NUM
sc-1097	165	14	removal	removal	NOUN
sc-1097	165	15	of	of	ADP
sc-1097	165	16	the	the	DET
sc-1097	165	17	not	not	PART
sc-1097	165	18	assigned	assign	VERB
sc-1097	165	19	(	(	PUNCT
sc-1097	165	20	na	na	NOUN
sc-1097	165	21	)	)	PUNCT
sc-1097	165	22	values	value	NOUN
sc-1097	165	23	of	of	ADP
sc-1097	165	24	the	the	DET
sc-1097	165	25	bike	bike	NOUN
sc-1097	165	26	type	type	NOUN
sc-1097	165	27	(	(	PUNCT
sc-1097	165	28	1	1	NUM
sc-1097	165	29	%	%	NOUN
sc-1097	165	30	of	of	ADP
sc-1097	165	31	the	the	DET
sc-1097	165	32	dataset	dataset	NOUN
sc-1097	165	33	)	)	PUNCT
sc-1097	165	34	.	.	PUNCT
sc-1097	166	1	•	•	NUM
sc-1097	166	2	removal	removal	NOUN
sc-1097	166	3	of	of	ADP
sc-1097	166	4	the	the	DET
sc-1097	166	5	geometry	geometry	NOUN
sc-1097	166	6	and	and	CCONJ
sc-1097	166	7	number	number	NOUN
sc-1097	166	8	of	of	ADP
sc-1097	166	9	nodes	node	NOUN
sc-1097	166	10	with	with	ADP
sc-1097	166	11	na	na	ADP
sc-1097	166	12	values	value	NOUN
sc-1097	166	13	,	,	PUNCT
sc-1097	166	14	corresponding	correspond	VERB
sc-1097	166	15	to	to	ADP
sc-1097	166	16	50	50	NUM
sc-1097	166	17	%	%	NOUN
sc-1097	166	18	of	of	ADP
sc-1097	166	19	the	the	DET
sc-1097	166	20	data	datum	NOUN
sc-1097	166	21	.	.	PUNCT
sc-1097	167	1	•	•	NUM
sc-1097	167	2	removal	removal	NOUN
sc-1097	167	3	of	of	ADP
sc-1097	167	4	the	the	DET
sc-1097	167	5	the	the	DET
sc-1097	167	6	variable	variable	ADJ
sc-1097	167	7	speed	speed	NOUN
sc-1097	167	8	in	in	ADP
sc-1097	167	9	trips	trip	NOUN
sc-1097	167	10	that	that	PRON
sc-1097	167	11	were	be	AUX
sc-1097	167	12	shorter	short	ADJ
sc-1097	167	13	than	than	ADP
sc-1097	167	14	1	1	NUM
sc-1097	167	15	minute	minute	NOUN
sc-1097	167	16	.	.	NOUN
sc-1097	168	1	•	•	NOUN
sc-1097	168	2	the	the	DET
sc-1097	168	3	missing	miss	VERB
sc-1097	168	4	values	value	NOUN
sc-1097	168	5	in	in	ADP
sc-1097	168	6	the	the	DET
sc-1097	168	7	distance	distance	NOUN
sc-1097	168	8	were	be	AUX
sc-1097	168	9	filled	fill	VERB
sc-1097	168	10	by	by	ADP
sc-1097	168	11	computing	compute	VERB
sc-1097	168	12	the	the	DET
sc-1097	168	13	average	average	ADJ
sc-1097	168	14	speed	speed	NOUN
sc-1097	168	15	times	time	VERB
sc-1097	168	16	the	the	DET
sc-1097	168	17	duration	duration	NOUN
sc-1097	168	18	.	.	PUNCT
sc-1097	169	1	two	two	NUM
sc-1097	169	2	datasets	dataset	NOUN
sc-1097	169	3	were	be	AUX
sc-1097	169	4	generated	generate	VERB
sc-1097	169	5	for	for	ADP
sc-1097	169	6	our	our	PRON
sc-1097	169	7	analysis	analysis	NOUN
sc-1097	169	8	:	:	PUNCT
sc-1097	169	9	one	one	NUM
sc-1097	169	10	combining	combine	VERB
sc-1097	169	11	precipitation	precipitation	NOUN
sc-1097	169	12	and	and	CCONJ
sc-1097	169	13	temperature	temperature	NOUN
sc-1097	169	14	data	datum	NOUN
sc-1097	169	15	and	and	CCONJ
sc-1097	169	16	bike	bike	NOUN
sc-1097	169	17	trips	trip	NOUN
sc-1097	169	18	data	datum	NOUN
sc-1097	169	19	(	(	PUNCT
sc-1097	169	20	see	see	VERB
sc-1097	169	21	schemas	schema	NOUN
sc-1097	169	22	in	in	ADP
sc-1097	169	23	table	table	NOUN
sc-1097	169	24	2	2	NUM
sc-1097	169	25	and	and	CCONJ
sc-1097	169	26	table	table	NOUN
sc-1097	169	27	3	3	NUM
sc-1097	169	28	)	)	PUNCT
sc-1097	169	29	,	,	PUNCT
sc-1097	169	30	and	and	CCONJ
sc-1097	169	31	another	another	PRON
sc-1097	169	32	combining	combine	VERB
sc-1097	169	33	bike	bike	NOUN
sc-1097	169	34	trips	trip	NOUN
sc-1097	169	35	data	datum	NOUN
sc-1097	169	36	and	and	CCONJ
sc-1097	169	37	bike	bike	NOUN
sc-1097	169	38	station	station	NOUN
sc-1097	169	39	data	datum	NOUN
sc-1097	169	40	(	(	PUNCT
sc-1097	169	41	see	see	VERB
sc-1097	169	42	schemas	schema	NOUN
sc-1097	169	43	in	in	ADP
sc-1097	169	44	table	table	NOUN
sc-1097	169	45	1	1	NUM
sc-1097	169	46	and	and	CCONJ
sc-1097	169	47	table	table	NOUN
sc-1097	169	48	2	2	NUM
sc-1097	169	49	)	)	PUNCT
sc-1097	169	50	,	,	PUNCT
sc-1097	169	51	to	to	PART
sc-1097	169	52	generate	generate	VERB
sc-1097	169	53	bike	bike	NOUN
sc-1097	169	54	paths	path	NOUN
sc-1097	169	55	in	in	ADP
sc-1097	169	56	the	the	DET
sc-1097	169	57	city	city	NOUN
sc-1097	169	58	and	and	CCONJ
sc-1097	169	59	to	to	PART
sc-1097	169	60	visualize	visualize	VERB
sc-1097	169	61	the	the	DET
sc-1097	169	62	stations	station	NOUN
sc-1097	169	63	chosen	choose	VERB
sc-1097	169	64	by	by	ADP
sc-1097	169	65	the	the	DET
sc-1097	169	66	users	user	NOUN
sc-1097	169	67	.	.	PUNCT
sc-1097	170	1	the	the	DET
sc-1097	170	2	first	first	ADJ
sc-1097	170	3	dataset	dataset	NOUN
sc-1097	170	4	was	be	AUX
sc-1097	170	5	joined	join	VERB
sc-1097	170	6	through	through	ADP
sc-1097	170	7	a	a	DET
sc-1097	170	8	temporal	temporal	ADJ
sc-1097	170	9	basis	basis	NOUN
sc-1097	170	10	,	,	PUNCT
sc-1097	170	11	and	and	CCONJ
sc-1097	170	12	the	the	DET
sc-1097	170	13	second	second	ADJ
sc-1097	170	14	one	one	NOUN
sc-1097	170	15	was	be	AUX
sc-1097	170	16	joined	join	VERB
sc-1097	170	17	via	via	ADP
sc-1097	170	18	the	the	DET
sc-1097	170	19	stations	station	NOUN
sc-1097	170	20	field	field	NOUN
sc-1097	170	21	.	.	PUNCT
sc-1097	171	1	to	to	PART
sc-1097	171	2	generate	generate	VERB
sc-1097	171	3	these	these	DET
sc-1097	171	4	datasets	dataset	NOUN
sc-1097	171	5	,	,	PUNCT
sc-1097	171	6	we´ve	we´ve	PROPN
sc-1097	171	7	developed	develop	VERB
sc-1097	171	8	an	an	DET
sc-1097	171	9	extract	extract	NOUN
sc-1097	171	10	,	,	PUNCT
sc-1097	171	11	transform	transform	VERB
sc-1097	171	12	and	and	CCONJ
sc-1097	171	13	load	load	NOUN
sc-1097	171	14	(	(	PUNCT
sc-1097	171	15	etl	etl	NOUN
sc-1097	171	16	)	)	PUNCT
sc-1097	171	17	process	process	NOUN
sc-1097	171	18	,	,	PUNCT
sc-1097	171	19	loading	loading	NOUN
sc-1097	171	20	data	datum	NOUN
sc-1097	171	21	from	from	ADP
sc-1097	171	22	external	external	ADJ
sc-1097	171	23	databases	database	NOUN
sc-1097	171	24	,	,	PUNCT
sc-1097	171	25	transforming	transform	VERB
sc-1097	171	26	the	the	DET
sc-1097	171	27	data	datum	NOUN
sc-1097	171	28	by	by	ADP
sc-1097	171	29	creating	create	VERB
sc-1097	171	30	common	common	ADJ
sc-1097	171	31	columns	column	NOUN
sc-1097	171	32	and	and	CCONJ
sc-1097	171	33	joining	join	VERB
sc-1097	171	34	the	the	DET
sc-1097	171	35	datasets	dataset	NOUN
sc-1097	171	36	,	,	PUNCT
sc-1097	171	37	and	and	CCONJ
sc-1097	171	38	finally	finally	ADV
sc-1097	171	39	loading	load	VERB
sc-1097	171	40	the	the	DET
sc-1097	171	41	data	datum	NOUN
sc-1097	171	42	into	into	ADP
sc-1097	171	43	our	our	PRON
sc-1097	171	44	project	project	NOUN
sc-1097	171	45	.	.	PUNCT
sc-1097	172	1	as	as	ADP
sc-1097	172	2	a	a	DET
sc-1097	172	3	result	result	NOUN
sc-1097	172	4	,	,	PUNCT
sc-1097	172	5	from	from	ADP
sc-1097	172	6	the	the	DET
sc-1097	172	7	3	3	NUM
sc-1097	172	8	data	data	NOUN
sc-1097	172	9	schemas	schema	NOUN
sc-1097	172	10	presented	present	VERB
sc-1097	172	11	in	in	ADP
sc-1097	172	12	tables	table	NOUN
sc-1097	172	13	1	1	NUM
sc-1097	172	14	,	,	PUNCT
sc-1097	172	15	2	2	NUM
sc-1097	172	16	and	and	CCONJ
sc-1097	172	17	3	3	NUM
sc-1097	172	18	,	,	PUNCT
sc-1097	172	19	we	we	PRON
sc-1097	172	20	derived	derive	VERB
sc-1097	172	21	,	,	PUNCT
sc-1097	172	22	via	via	ADP
sc-1097	172	23	such	such	ADJ
sc-1097	172	24	etl	etl	NOUN
sc-1097	172	25	process	process	NOUN
sc-1097	172	26	,	,	PUNCT
sc-1097	172	27	2	2	NUM
sc-1097	172	28	datasets	dataset	NOUN
sc-1097	172	29	,	,	PUNCT
sc-1097	172	30	namely	namely	ADV
sc-1097	172	31	,	,	PUNCT
sc-1097	172	32	the	the	DET
sc-1097	172	33	“	"	PUNCT
sc-1097	172	34	bike	bike	NOUN
sc-1097	172	35	trips	trip	NOUN
sc-1097	172	36	-	-	PUNCT
sc-1097	172	37	stations	station	NOUN
sc-1097	172	38	temporal	temporal	ADJ
sc-1097	172	39	analysis	analysis	NOUN
sc-1097	172	40	”	"	PUNCT
sc-1097	172	41	dataset	dataset	NOUN
sc-1097	172	42	(	(	PUNCT
sc-1097	172	43	table	table	NOUN
sc-1097	172	44	7	7	NUM
sc-1097	172	45	)	)	PUNCT
sc-1097	172	46	,	,	PUNCT
sc-1097	172	47	the	the	DET
sc-1097	172	48	“	"	PUNCT
sc-1097	172	49	bike	bike	NOUN
sc-1097	172	50	trips	trip	NOUN
sc-1097	172	51	-	-	PUNCT
sc-1097	172	52	stations	station	NOUN
sc-1097	172	53	clustering	cluster	VERB
sc-1097	172	54	”	"	PUNCT
sc-1097	172	55	dataset	dataset	NOUN
sc-1097	172	56	(	(	PUNCT
sc-1097	172	57	table	table	NOUN
sc-1097	172	58	8)	8)	NUM
sc-1097	172	59	.	.	PUNCT
sc-1097	173	1	eai	eai	PROPN
sc-1097	173	2	endorsed	endorse	VERB
sc-1097	173	3	transactions	transaction	NOUN
sc-1097	173	4	on	on	ADP
sc-1097	173	5	smart	smart	ADJ
sc-1097	173	6	cities	city	NOUN
sc-1097	173	7	08	08	NUM
sc-1097	173	8	2021	2021	NUM
sc-1097	173	9	10	10	NUM
sc-1097	173	10	2021	2021	NUM
sc-1097	173	11	|	|	ADV
sc-1097	173	12	volume	volume	NOUN
sc-1097	173	13	5	5	NUM
sc-1097	173	14	|	|	ADV
sc-1097	173	15	issue	issue	NOUN
sc-1097	173	16	16	16	NUM
sc-1097	174	1	|	|	NOUN
sc-1097	174	2	e2	e2	PROPN
sc-1097	174	3	bike	bike	NOUN
sc-1097	174	4	-	-	PUNCT
sc-1097	174	5	sharing	share	VERB
sc-1097	174	6	mobility	mobility	NOUN
sc-1097	174	7	patterns	pattern	NOUN
sc-1097	174	8	:	:	PUNCT
sc-1097	174	9	a	a	DET
sc-1097	174	10	data	data	NOUN
sc-1097	174	11	-	-	PUNCT
sc-1097	174	12	driven	drive	VERB
sc-1097	174	13	analysis	analysis	NOUN
sc-1097	174	14	for	for	ADP
sc-1097	174	15	the	the	DET
sc-1097	174	16	city	city	NOUN
sc-1097	174	17	of	of	ADP
sc-1097	174	18	lisbon	lisbon	PROPN
sc-1097	174	19	7	7	NUM
sc-1097	174	20	table	table	NOUN
sc-1097	174	21	7	7	NUM
sc-1097	174	22	.	.	PUNCT
sc-1097	174	23	bike	bike	NOUN
sc-1097	174	24	trip	trip	NOUN
sc-1097	174	25	-	-	PUNCT
sc-1097	174	26	stations	station	NOUN
sc-1097	174	27	temporal	temporal	ADJ
sc-1097	174	28	analysis	analysis	NOUN
sc-1097	174	29	dataset	dataset	VERB
sc-1097	174	30	characteristics	characteristic	NOUN
sc-1097	174	31	description	description	NOUN
sc-1097	174	32	i	i	NOUN
sc-1097	174	33	d	d	PROPN
sc-1097	174	34	trip	trip	NOUN
sc-1097	174	35	i	i	PROPN
sc-1097	174	36	d	d	PROPN
sc-1097	174	37	date_start	date_start	PROPN
sc-1097	174	38	start	start	VERB
sc-1097	174	39	date	date	NOUN
sc-1097	174	40	date_end	date_end	NOUN
sc-1097	174	41	end	end	NOUN
sc-1097	174	42	date	date	NOUN
sc-1097	174	43	station_start	station_start	NOUN
sc-1097	174	44	start	start	VERB
sc-1097	174	45	station	station	NOUN
sc-1097	174	46	station_end	station_end	ADP
sc-1097	175	1	end	end	NOUN
sc-1097	175	2	station	station	NOUN
sc-1097	175	3	bike_rfid	bike_rfid	NOUN
sc-1097	175	4	bike	bike	NOUN
sc-1097	175	5	rfid	rfid	NOUN
sc-1097	175	6	tipo_bicicleta	tipo_bicicleta	PROPN
sc-1097	175	7	bike	bike	NOUN
sc-1097	175	8	type	type	NOUN
sc-1097	175	9	duration	duration	NOUN
sc-1097	175	10	trip	trip	NOUN
sc-1097	175	11	duration	duration	NOUN
sc-1097	175	12	speed	speed	NOUN
sc-1097	175	13	trip	trip	NOUN
sc-1097	175	14	speed	speed	NOUN
sc-1097	175	15	hour	hour	NOUN
sc-1097	175	16	hour	hour	NOUN
sc-1097	175	17	date_key	date_key	PROPN
sc-1097	175	18	date	date	NOUN
sc-1097	175	19	key	key	ADJ
sc-1097	175	20	data_id	data_id	PROPN
sc-1097	175	21	date	date	NOUN
sc-1097	175	22	key	key	ADJ
sc-1097	175	23	rain	rain	NOUN
sc-1097	175	24	precipitation	precipitation	NOUN
sc-1097	175	25	(	(	PUNCT
sc-1097	175	26	y	y	NOUN
sc-1097	175	27	/	/	SYM
sc-1097	175	28	n	n	CCONJ
sc-1097	175	29	)	)	PUNCT
sc-1097	175	30	temp_media	temp_media	NOUN
sc-1097	175	31	average	average	ADJ
sc-1097	175	32	temperature	temperature	NOUN
sc-1097	175	33	dia	dia	PROPN
sc-1097	175	34	day	day	PROPN
sc-1097	175	35	mes	mes	PROPN
sc-1097	175	36	month	month	NOUN
sc-1097	175	37	ano	ano	PROPN
sc-1097	175	38	year	year	PROPN
sc-1097	175	39	semana	semana	PROPN
sc-1097	175	40	week	week	NOUN
sc-1097	175	41	semestre	semestre	NOUN
sc-1097	175	42	semester	semester	PROPN
sc-1097	175	43	trimestre	trimestre	PROPN
sc-1097	175	44	trimester	trimester	PROPN
sc-1097	175	45	feriado	feriado	PROPN
sc-1097	175	46	holiday	holiday	PROPN
sc-1097	175	47	dia_de_semana	dia_de_semana	PROPN
sc-1097	175	48	weekday	weekday	PROPN
sc-1097	175	49	mês_dsc	mês_dsc	NOUN
sc-1097	175	50	month	month	NOUN
sc-1097	175	51	description	description	NOUN
sc-1097	175	52	data	data	NOUN
sc-1097	175	53	date	date	NOUN
sc-1097	175	54	periodo_dia	periodo_dia	PROPN
sc-1097	175	55	day	day	NOUN
sc-1097	175	56	period	period	NOUN
sc-1097	175	57	níveis_temp	níveis_temp	NOUN
sc-1097	175	58	temperature	temperature	NOUN
sc-1097	175	59	levels	level	NOUN
sc-1097	175	60	table	table	VERB
sc-1097	175	61	8	8	NUM
sc-1097	175	62	.	.	PUNCT
sc-1097	176	1	bike	bike	NOUN
sc-1097	176	2	trip	trip	NOUN
sc-1097	176	3	-	-	PUNCT
sc-1097	176	4	stations	station	NOUN
sc-1097	176	5	clustering	cluster	VERB
sc-1097	176	6	dataset	dataset	NOUN
sc-1097	176	7	station	station	NOUN
sc-1097	176	8	station	station	NOUN
sc-1097	176	9	i	i	NOUN
sc-1097	176	10	d	d	PROPN
sc-1097	176	11	n_trips	n_trip	NOUN
sc-1097	176	12	number	number	NOUN
sc-1097	176	13	of	of	ADP
sc-1097	176	14	trips	trip	NOUN
sc-1097	176	15	designation	designation	NOUN
sc-1097	176	16	station	station	NOUN
sc-1097	176	17	designation	designation	NOUN
sc-1097	176	18	lat	lat	NOUN
sc-1097	176	19	station	station	NOUN
sc-1097	176	20	latitude	latitude	NOUN
sc-1097	176	21	lon	lon	PROPN
sc-1097	176	22	station	station	PROPN
sc-1097	176	23	longitude	longitude	VERB
sc-1097	176	24	c_docas	c_doca	NOUN
sc-1097	176	25	statio	statio	VERB
sc-1097	176	26	capacity	capacity	NOUN
sc-1097	176	27	after	after	ADP
sc-1097	176	28	data	datum	NOUN
sc-1097	176	29	cleaning	clean	VERB
sc-1097	176	30	,	,	PUNCT
sc-1097	176	31	we	we	PRON
sc-1097	176	32	retained	retain	VERB
sc-1097	176	33	684,471	684,471	NUM
sc-1097	176	34	trips	trip	NOUN
sc-1097	176	35	in	in	ADP
sc-1097	176	36	2018	2018	NUM
sc-1097	176	37	.	.	PUNCT
sc-1097	177	1	the	the	DET
sc-1097	177	2	average	average	ADJ
sc-1097	177	3	number	number	NOUN
sc-1097	177	4	of	of	ADP
sc-1097	177	5	trips	trip	NOUN
sc-1097	177	6	per	per	ADP
sc-1097	177	7	month	month	NOUN
sc-1097	177	8	,	,	PUNCT
sc-1097	177	9	ranging	range	VERB
sc-1097	177	10	from	from	ADP
sc-1097	177	11	january	january	PROPN
sc-1097	177	12	to	to	ADP
sc-1097	177	13	october	october	PROPN
sc-1097	177	14	,	,	PUNCT
sc-1097	177	15	was	be	AUX
sc-1097	177	16	68,447	68,447	NUM
sc-1097	177	17	and	and	CCONJ
sc-1097	177	18	by	by	ADP
sc-1097	177	19	station	station	NOUN
sc-1097	177	20	,	,	PUNCT
sc-1097	177	21	the	the	DET
sc-1097	177	22	average	average	ADJ
sc-1097	177	23	number	number	NOUN
sc-1097	177	24	of	of	ADP
sc-1097	177	25	trips	trip	NOUN
sc-1097	177	26	was	be	AUX
sc-1097	177	27	9,126	9,126	NUM
sc-1097	177	28	.	.	PUNCT
sc-1097	178	1	per	per	ADP
sc-1097	178	2	day	day	NOUN
sc-1097	178	3	,	,	PUNCT
sc-1097	178	4	there	there	PRON
sc-1097	178	5	was	be	VERB
sc-1097	178	6	an	an	DET
sc-1097	178	7	average	average	ADJ
sc-1097	178	8	number	number	NOUN
sc-1097	178	9	of	of	ADP
sc-1097	178	10	trips	trip	NOUN
sc-1097	178	11	of	of	ADP
sc-1097	178	12	2,602	2,602	NUM
sc-1097	178	13	.	.	PUNCT
sc-1097	179	1	data	datum	NOUN
sc-1097	179	2	preprocessing	preprocessing	NOUN
sc-1097	179	3	of	of	ADP
sc-1097	179	4	lisbon	lisbon	PROPN
sc-1097	179	5	bss	bss	PROPN
sc-1097	179	6	in	in	ADP
sc-1097	179	7	2018	2018	NUM
sc-1097	179	8	,	,	PUNCT
sc-1097	179	9	2019	2019	NUM
sc-1097	179	10	and	and	CCONJ
sc-1097	179	11	2020	2020	NUM
sc-1097	179	12	bike	bike	NOUN
sc-1097	179	13	trip	trip	NOUN
sc-1097	179	14	data	datum	NOUN
sc-1097	179	15	of	of	ADP
sc-1097	179	16	2019	2019	NUM
sc-1097	179	17	and	and	CCONJ
sc-1097	179	18	2020	2020	NUM
sc-1097	179	19	did	do	AUX
sc-1097	179	20	not	not	PART
sc-1097	179	21	require	require	VERB
sc-1097	179	22	data	datum	NOUN
sc-1097	179	23	cleaning	clean	VERB
sc-1097	179	24	and	and	CCONJ
sc-1097	179	25	was	be	AUX
sc-1097	179	26	ready	ready	ADJ
sc-1097	179	27	to	to	PART
sc-1097	179	28	use	use	VERB
sc-1097	179	29	.	.	PUNCT
sc-1097	180	1	ipma	ipma	NOUN
sc-1097	180	2	data	datum	NOUN
sc-1097	180	3	from	from	ADP
sc-1097	180	4	2019	2019	NUM
sc-1097	180	5	and	and	CCONJ
sc-1097	180	6	2020	2020	NUM
sc-1097	180	7	required	require	VERB
sc-1097	180	8	data	datum	NOUN
sc-1097	180	9	transformation	transformation	NOUN
sc-1097	180	10	since	since	SCONJ
sc-1097	180	11	there	there	PRON
sc-1097	180	12	were	be	VERB
sc-1097	180	13	variables	variable	NOUN
sc-1097	180	14	not	not	PART
sc-1097	180	15	relevant	relevant	ADJ
sc-1097	180	16	for	for	ADP
sc-1097	180	17	our	our	PRON
sc-1097	180	18	analysis	analysis	NOUN
sc-1097	180	19	.	.	PUNCT
sc-1097	181	1	our	our	PRON
sc-1097	181	2	final	final	ADJ
sc-1097	181	3	dataset	dataset	NOUN
sc-1097	181	4	included	include	VERB
sc-1097	181	5	the	the	DET
sc-1097	181	6	date	date	NOUN
sc-1097	181	7	,	,	PUNCT
sc-1097	181	8	weather	weather	NOUN
sc-1097	181	9	stations	station	NOUN
sc-1097	181	10	and	and	CCONJ
sc-1097	181	11	temperature	temperature	NOUN
sc-1097	181	12	levels	level	NOUN
sc-1097	181	13	variables	variable	VERB
sc-1097	181	14	.	.	PUNCT
sc-1097	182	1	the	the	DET
sc-1097	182	2	date	date	NOUN
sc-1097	182	3	format	format	NOUN
sc-1097	182	4	included	include	VERB
sc-1097	182	5	the	the	DET
sc-1097	182	6	hour	hour	NOUN
sc-1097	182	7	,	,	PUNCT
sc-1097	182	8	and	and	CCONJ
sc-1097	182	9	in	in	ADP
sc-1097	182	10	order	order	NOUN
sc-1097	182	11	to	to	PART
sc-1097	182	12	merge	merge	VERB
sc-1097	182	13	with	with	ADP
sc-1097	182	14	our	our	PRON
sc-1097	182	15	bike	bike	NOUN
sc-1097	182	16	trip	trip	NOUN
sc-1097	182	17	data	datum	NOUN
sc-1097	182	18	,	,	PUNCT
sc-1097	182	19	we	we	PRON
sc-1097	182	20	had	have	VERB
sc-1097	182	21	to	to	PART
sc-1097	182	22	compute	compute	VERB
sc-1097	182	23	the	the	DET
sc-1097	182	24	daily	daily	ADJ
sc-1097	182	25	mean	mean	NOUN
sc-1097	182	26	of	of	ADP
sc-1097	182	27	the	the	DET
sc-1097	182	28	hourly	hourly	ADJ
sc-1097	182	29	values	value	NOUN
sc-1097	182	30	.	.	PUNCT
sc-1097	183	1	this	this	PRON
sc-1097	183	2	was	be	AUX
sc-1097	183	3	processed	process	VERB
sc-1097	183	4	with	with	ADP
sc-1097	183	5	the	the	DET
sc-1097	183	6	grouper	grouper	NOUN
sc-1097	183	7	function	function	NOUN
sc-1097	183	8	from	from	ADP
sc-1097	183	9	the	the	DET
sc-1097	183	10	pandas	panda	NOUN
sc-1097	183	11	[	[	X
sc-1097	183	12	33	33	NUM
sc-1097	183	13	]	]	PUNCT
sc-1097	183	14	library	library	NOUN
sc-1097	183	15	.	.	PUNCT
sc-1097	184	1	this	this	PRON
sc-1097	184	2	resulted	result	VERB
sc-1097	184	3	in	in	ADP
sc-1097	184	4	two	two	NUM
sc-1097	184	5	datasets	dataset	NOUN
sc-1097	184	6	:	:	PUNCT
sc-1097	184	7	one	one	NUM
sc-1097	184	8	with	with	ADP
sc-1097	184	9	all	all	DET
sc-1097	184	10	2019	2019	NUM
sc-1097	184	11	data	datum	NOUN
sc-1097	184	12	(	(	PUNCT
sc-1097	184	13	bike	bike	NOUN
sc-1097	184	14	trip	trip	NOUN
sc-1097	184	15	and	and	CCONJ
sc-1097	184	16	ipma	ipma	NOUN
sc-1097	184	17	data	data	PROPN
sc-1097	184	18	)	)	PUNCT
sc-1097	184	19	and	and	CCONJ
sc-1097	184	20	the	the	DET
sc-1097	184	21	other	other	ADJ
sc-1097	184	22	with	with	ADP
sc-1097	184	23	all	all	DET
sc-1097	184	24	2020	2020	NUM
sc-1097	184	25	data	datum	NOUN
sc-1097	184	26	.	.	PUNCT
sc-1097	185	1	a	a	DET
sc-1097	185	2	temporal	temporal	ADJ
sc-1097	185	3	variable	variable	NOUN
sc-1097	185	4	was	be	AUX
sc-1097	185	5	added	add	VERB
sc-1097	185	6	to	to	ADP
sc-1097	185	7	each	each	PRON
sc-1097	185	8	of	of	ADP
sc-1097	185	9	these	these	DET
sc-1097	185	10	datasets	dataset	NOUN
sc-1097	185	11	.	.	PUNCT
sc-1097	186	1	data	datum	NOUN
sc-1097	186	2	preprocessing	preprocessing	NOUN
sc-1097	186	3	of	of	ADP
sc-1097	186	4	avenida	avenida	PROPN
sc-1097	186	5	duque	duque	PROPN
sc-1097	186	6	de	de	PROPN
sc-1097	186	7	ávila	ávila	PROPN
sc-1097	186	8	bike	bike	NOUN
sc-1097	186	9	count	count	NOUN
sc-1097	186	10	in	in	ADP
sc-1097	186	11	2019	2019	NUM
sc-1097	186	12	and	and	CCONJ
sc-1097	186	13	2020	2020	NUM
sc-1097	186	14	avenida	avenida	PROPN
sc-1097	186	15	duque	duque	PROPN
sc-1097	186	16	de	de	PROPN
sc-1097	186	17	ávila	ávila	PROPN
sc-1097	186	18	bike	bike	NOUN
sc-1097	186	19	count	count	NOUN
sc-1097	186	20	data	datum	NOUN
sc-1097	186	21	from	from	ADP
sc-1097	186	22	2019	2019	NUM
sc-1097	186	23	to	to	ADP
sc-1097	186	24	2020	2020	NUM
sc-1097	186	25	did	do	AUX
sc-1097	186	26	not	not	PART
sc-1097	186	27	require	require	VERB
sc-1097	186	28	data	datum	NOUN
sc-1097	186	29	cleaning	clean	VERB
sc-1097	186	30	and	and	CCONJ
sc-1097	186	31	it	it	PRON
sc-1097	186	32	was	be	AUX
sc-1097	186	33	ready	ready	ADJ
sc-1097	186	34	to	to	PART
sc-1097	186	35	use	use	VERB
sc-1097	186	36	.	.	PUNCT
sc-1097	187	1	4.3	4.3	NUM
sc-1097	187	2	.	.	PUNCT
sc-1097	188	1	modelling	model	VERB
sc-1097	188	2	modelling	model	VERB
sc-1097	188	3	lisbon	lisbon	PROPN
sc-1097	188	4	bss	bss	PROPN
sc-1097	188	5	of	of	ADP
sc-1097	188	6	2018	2018	NUM
sc-1097	188	7	studies	study	NOUN
sc-1097	188	8	in	in	ADP
sc-1097	188	9	this	this	DET
sc-1097	188	10	field	field	NOUN
sc-1097	188	11	aim	aim	VERB
sc-1097	188	12	to	to	PART
sc-1097	188	13	understand	understand	VERB
sc-1097	188	14	user´s	user´s	PROPN
sc-1097	188	15	profile	profile	NOUN
sc-1097	188	16	and	and	CCONJ
sc-1097	188	17	travel	travel	NOUN
sc-1097	188	18	behavior	behavior	NOUN
sc-1097	189	1	[	[	X
sc-1097	189	2	43]–[45	43]–[45	X
sc-1097	189	3	]	]	X
sc-1097	189	4	,	,	PUNCT
sc-1097	189	5	activity	activity	NOUN
sc-1097	189	6	patterns	pattern	NOUN
sc-1097	189	7	in	in	ADP
sc-1097	189	8	stations	station	NOUN
sc-1097	189	9	[	[	X
sc-1097	189	10	15	15	NUM
sc-1097	189	11	]	]	PUNCT
sc-1097	189	12	and	and	CCONJ
sc-1097	189	13	the	the	DET
sc-1097	189	14	impact	impact	NOUN
sc-1097	189	15	of	of	ADP
sc-1097	189	16	the	the	DET
sc-1097	189	17	built	build	VERB
sc-1097	189	18	environment	environment	NOUN
sc-1097	189	19	in	in	ADP
sc-1097	189	20	the	the	DET
sc-1097	189	21	bss	bss	NOUN
sc-1097	190	1	[	[	X
sc-1097	190	2	46	46	NUM
sc-1097	190	3	]	]	PUNCT
sc-1097	190	4	.	.	PUNCT
sc-1097	191	1	the	the	DET
sc-1097	191	2	methods	method	NOUN
sc-1097	191	3	applied	apply	VERB
sc-1097	191	4	focus	focus	NOUN
sc-1097	191	5	in	in	ADP
sc-1097	191	6	statistical	statistical	ADJ
sc-1097	191	7	methods	method	NOUN
sc-1097	191	8	to	to	PART
sc-1097	191	9	analyze	analyze	VERB
sc-1097	191	10	and	and	CCONJ
sc-1097	191	11	visualize	visualize	VERB
sc-1097	191	12	data	datum	NOUN
sc-1097	191	13	.	.	PUNCT
sc-1097	192	1	to	to	PART
sc-1097	192	2	understand	understand	VERB
sc-1097	192	3	bike	bike	NOUN
sc-1097	192	4	trip	trip	NOUN
sc-1097	192	5	patterns	pattern	NOUN
sc-1097	192	6	in	in	ADP
sc-1097	192	7	the	the	DET
sc-1097	192	8	urban	urban	ADJ
sc-1097	192	9	mobility	mobility	NOUN
sc-1097	192	10	network	network	NOUN
sc-1097	192	11	and	and	CCONJ
sc-1097	192	12	trip	trip	NOUN
sc-1097	192	13	models	model	NOUN
sc-1097	192	14	,	,	PUNCT
sc-1097	192	15	studies	study	NOUN
sc-1097	192	16	have	have	AUX
sc-1097	192	17	shown	show	VERB
sc-1097	192	18	the	the	DET
sc-1097	192	19	importance	importance	NOUN
sc-1097	192	20	to	to	PART
sc-1097	192	21	correlate	correlate	VERB
sc-1097	192	22	transport	transport	NOUN
sc-1097	192	23	mode	mode	NOUN
sc-1097	192	24	and	and	CCONJ
sc-1097	192	25	trip	trip	NOUN
sc-1097	192	26	choices	choice	NOUN
sc-1097	192	27	and	and	CCONJ
sc-1097	192	28	built	build	VERB
sc-1097	192	29	environment	environment	NOUN
sc-1097	192	30	characteristics	characteristic	NOUN
sc-1097	192	31	[	[	X
sc-1097	192	32	47	47	NUM
sc-1097	192	33	]	]	PUNCT
sc-1097	192	34	,	,	PUNCT
sc-1097	192	35	[	[	X
sc-1097	192	36	48	48	NUM
sc-1097	192	37	]	]	PUNCT
sc-1097	192	38	.	.	PUNCT
sc-1097	193	1	many	many	ADJ
sc-1097	193	2	methods	method	NOUN
sc-1097	193	3	are	be	AUX
sc-1097	193	4	applied	apply	VERB
sc-1097	193	5	to	to	PART
sc-1097	193	6	perform	perform	VERB
sc-1097	193	7	data	datum	NOUN
sc-1097	193	8	mining	mining	NOUN
sc-1097	193	9	,	,	PUNCT
sc-1097	193	10	namely	namely	ADV
sc-1097	193	11	,	,	PUNCT
sc-1097	193	12	to	to	PART
sc-1097	193	13	examine	examine	VERB
sc-1097	193	14	the	the	DET
sc-1097	193	15	relations	relation	NOUN
sc-1097	193	16	between	between	ADP
sc-1097	193	17	bike	bike	NOUN
sc-1097	193	18	stations	station	NOUN
sc-1097	193	19	,	,	PUNCT
sc-1097	193	20	bike	bike	NOUN
sc-1097	193	21	trips	trip	NOUN
sc-1097	193	22	and	and	CCONJ
sc-1097	193	23	the	the	DET
sc-1097	193	24	built	build	VERB
sc-1097	193	25	environment	environment	NOUN
sc-1097	193	26	.	.	PUNCT
sc-1097	194	1	the	the	DET
sc-1097	194	2	evaluation	evaluation	NOUN
sc-1097	194	3	of	of	ADP
sc-1097	194	4	bss	bss	NOUN
sc-1097	194	5	success	success	NOUN
sc-1097	194	6	depends	depend	VERB
sc-1097	194	7	on	on	ADP
sc-1097	194	8	these	these	DET
sc-1097	194	9	relationships	relationship	NOUN
sc-1097	194	10	,	,	PUNCT
sc-1097	194	11	leading	lead	VERB
sc-1097	194	12	to	to	ADP
sc-1097	194	13	users	user	NOUN
sc-1097	194	14	’	'	PUNCT
sc-1097	194	15	access	access	NOUN
sc-1097	194	16	to	to	ADP
sc-1097	194	17	bike	bike	NOUN
sc-1097	194	18	stations	station	NOUN
sc-1097	194	19	[	[	X
sc-1097	194	20	49	49	NUM
sc-1097	194	21	]	]	PUNCT
sc-1097	194	22	.	.	PUNCT
sc-1097	195	1	clustering	cluster	VERB
sc-1097	195	2	algorithms	algorithm	NOUN
sc-1097	195	3	combining	combine	VERB
sc-1097	195	4	temporal	temporal	ADJ
sc-1097	195	5	and	and	CCONJ
sc-1097	195	6	spatial	spatial	ADJ
sc-1097	195	7	attributes	attribute	NOUN
sc-1097	195	8	variables	variable	NOUN
sc-1097	195	9	are	be	AUX
sc-1097	195	10	also	also	ADV
sc-1097	195	11	data	data	NOUN
sc-1097	195	12	mining	mining	NOUN
sc-1097	195	13	methods	method	NOUN
sc-1097	195	14	used	use	VERB
sc-1097	195	15	for	for	ADP
sc-1097	195	16	this	this	DET
sc-1097	195	17	analysis	analysis	NOUN
sc-1097	195	18	purpose	purpose	NOUN
sc-1097	195	19	.	.	PUNCT
sc-1097	196	1	more	more	ADV
sc-1097	196	2	specifically	specifically	ADV
sc-1097	196	3	,	,	PUNCT
sc-1097	196	4	k	k	X
sc-1097	196	5	-	-	PUNCT
sc-1097	196	6	means	means	NOUN
sc-1097	196	7	clustering	cluster	VERB
sc-1097	196	8	[	[	X
sc-1097	196	9	24]–[27	24]–[27	PROPN
sc-1097	196	10	]	]	PUNCT
sc-1097	196	11	,	,	PUNCT
sc-1097	196	12	used	use	VERB
sc-1097	196	13	by	by	ADP
sc-1097	196	14	mckenzie	mckenzie	NOUN
sc-1097	197	1	[	[	X
sc-1097	197	2	50	50	NUM
sc-1097	197	3	]	]	PUNCT
sc-1097	197	4	and	and	CCONJ
sc-1097	197	5	zhong	zhong	PROPN
sc-1097	198	1	[	[	X
sc-1097	198	2	51	51	NUM
sc-1097	198	3	]	]	PUNCT
sc-1097	198	4	to	to	PART
sc-1097	198	5	measure	measure	VERB
sc-1097	198	6	regularity	regularity	NOUN
sc-1097	198	7	at	at	ADP
sc-1097	198	8	different	different	ADJ
sc-1097	198	9	scales	scale	NOUN
sc-1097	198	10	and	and	CCONJ
sc-1097	198	11	to	to	PART
sc-1097	198	12	measure	measure	VERB
sc-1097	198	13	spatiotemporal	spatiotemporal	ADJ
sc-1097	198	14	variation	variation	NOUN
sc-1097	198	15	and	and	CCONJ
sc-1097	198	16	cluster	cluster	NOUN
sc-1097	198	17	interaction	interaction	NOUN
sc-1097	198	18	.	.	PUNCT
sc-1097	199	1	bike	bike	NOUN
sc-1097	199	2	usage	usage	NOUN
sc-1097	199	3	analysis	analysis	NOUN
sc-1097	199	4	to	to	PART
sc-1097	199	5	investigate	investigate	VERB
sc-1097	199	6	the	the	DET
sc-1097	199	7	monthly	monthly	ADJ
sc-1097	199	8	bicycle	bicycle	NOUN
sc-1097	199	9	usage	usage	NOUN
sc-1097	199	10	frequency	frequency	NOUN
sc-1097	199	11	,	,	PUNCT
sc-1097	199	12	we	we	PRON
sc-1097	199	13	merged	merge	VERB
sc-1097	199	14	the	the	DET
sc-1097	199	15	“	"	PUNCT
sc-1097	199	16	bike	bike	NOUN
sc-1097	199	17	trip	trip	NOUN
sc-1097	199	18	dataset	dataset	NOUN
sc-1097	199	19	”	"	PUNCT
sc-1097	199	20	with	with	ADP
sc-1097	199	21	the	the	DET
sc-1097	199	22	“	"	PUNCT
sc-1097	199	23	bike	bike	NOUN
sc-1097	199	24	temporal	temporal	ADJ
sc-1097	199	25	basis	basis	NOUN
sc-1097	199	26	dataset	dataset	NOUN
sc-1097	199	27	”	"	PUNCT
sc-1097	199	28	and	and	CCONJ
sc-1097	199	29	obtained	obtain	VERB
sc-1097	199	30	a	a	DET
sc-1097	199	31	new	new	ADJ
sc-1097	199	32	relation	relation	NOUN
sc-1097	199	33	,	,	PUNCT
sc-1097	199	34	with	with	ADP
sc-1097	199	35	columns	column	NOUN
sc-1097	199	36	ano	ano	X
sc-1097	199	37	(	(	PUNCT
sc-1097	199	38	year	year	NOUN
sc-1097	199	39	)	)	PUNCT
sc-1097	199	40	,	,	PUNCT
sc-1097	199	41	mês	mês	NOUN
sc-1097	199	42	(	(	PUNCT
sc-1097	199	43	month	month	NOUN
sc-1097	199	44	)	)	PUNCT
sc-1097	199	45	,	,	PUNCT
sc-1097	199	46	dia	dia	PROPN
sc-1097	199	47	(	(	PUNCT
sc-1097	199	48	day	day	PROPN
sc-1097	199	49	)	)	PUNCT
sc-1097	199	50	,	,	PUNCT
sc-1097	199	51	feriado	feriado	NOUN
sc-1097	199	52	(	(	PUNCT
sc-1097	199	53	holiday	holiday	NOUN
sc-1097	199	54	)	)	PUNCT
sc-1097	199	55	,	,	PUNCT
sc-1097	199	56	semana	semana	PROPN
sc-1097	199	57	(	(	PUNCT
sc-1097	199	58	week	week	NOUN
sc-1097	199	59	)	)	PUNCT
sc-1097	199	60	,	,	PUNCT
sc-1097	199	61	semestre	semestre	NOUN
sc-1097	199	62	(	(	PUNCT
sc-1097	199	63	semester	semester	NOUN
sc-1097	199	64	)	)	PUNCT
sc-1097	199	65	,	,	PUNCT
sc-1097	199	66	trimestre	trimestre	NOUN
sc-1097	199	67	(	(	PUNCT
sc-1097	199	68	trimester	trimester	PROPN
sc-1097	199	69	)	)	PUNCT
sc-1097	199	70	,	,	PUNCT
sc-1097	199	71	dia_de_semana	dia_de_semana	PROPN
sc-1097	199	72	(	(	PUNCT
sc-1097	199	73	weekday	weekday	NOUN
sc-1097	199	74	)	)	PUNCT
sc-1097	199	75	and	and	CCONJ
sc-1097	199	76	mês_dsc	mês_dsc	NOUN
sc-1097	199	77	(	(	PUNCT
sc-1097	199	78	month	month	NOUN
sc-1097	199	79	description	description	NOUN
sc-1097	199	80	)	)	PUNCT
sc-1097	199	81	.	.	PUNCT
sc-1097	200	1	this	this	PRON
sc-1097	200	2	was	be	AUX
sc-1097	200	3	our	our	PRON
sc-1097	200	4	trips	trip	NOUN
sc-1097	200	5	schema	schema	NOUN
sc-1097	200	6	,	,	PUNCT
sc-1097	200	7	with	with	ADP
sc-1097	200	8	data	datum	NOUN
sc-1097	200	9	spanning	span	VERB
sc-1097	200	10	from	from	ADP
sc-1097	200	11	january	january	PROPN
sc-1097	200	12	to	to	ADP
sc-1097	200	13	october	october	PROPN
sc-1097	200	14	2018	2018	NUM
sc-1097	200	15	.	.	PUNCT
sc-1097	201	1	in	in	ADP
sc-1097	201	2	the	the	DET
sc-1097	201	3	summer	summer	NOUN
sc-1097	201	4	months	month	NOUN
sc-1097	201	5	(	(	PUNCT
sc-1097	201	6	june	june	PROPN
sc-1097	201	7	,	,	PUNCT
sc-1097	201	8	july	july	PROPN
sc-1097	201	9	,	,	PUNCT
sc-1097	201	10	august	august	PROPN
sc-1097	201	11	and	and	CCONJ
sc-1097	201	12	september	september	PROPN
sc-1097	201	13	)	)	PUNCT
sc-1097	201	14	,	,	PUNCT
sc-1097	201	15	the	the	DET
sc-1097	201	16	more	more	ADV
sc-1097	201	17	concentrated	concentrated	ADJ
sc-1097	201	18	period	period	NOUN
sc-1097	201	19	(	(	PUNCT
sc-1097	201	20	64	64	NUM
sc-1097	201	21	%	%	NOUN
sc-1097	201	22	of	of	ADP
sc-1097	201	23	all	all	DET
sc-1097	201	24	trips	trip	NOUN
sc-1097	201	25	)	)	PUNCT
sc-1097	201	26	,	,	PUNCT
sc-1097	201	27	there	there	PRON
sc-1097	201	28	were	be	VERB
sc-1097	201	29	a	a	DET
sc-1097	201	30	total	total	NOUN
sc-1097	201	31	of	of	ADP
sc-1097	201	32	439,176	439,176	NUM
sc-1097	201	33	trips	trip	NOUN
sc-1097	201	34	,	,	PUNCT
sc-1097	201	35	as	as	SCONJ
sc-1097	201	36	depicted	depict	VERB
sc-1097	201	37	in	in	ADP
sc-1097	201	38	fig	fig	NOUN
sc-1097	201	39	.	.	PUNCT
sc-1097	202	1	3	3	X
sc-1097	202	2	.	.	X
sc-1097	202	3	eai	eai	PROPN
sc-1097	202	4	endorsed	endorse	VERB
sc-1097	202	5	transactions	transaction	NOUN
sc-1097	202	6	on	on	ADP
sc-1097	202	7	smart	smart	ADJ
sc-1097	202	8	cities	city	NOUN
sc-1097	202	9	08	08	NUM
sc-1097	202	10	2021	2021	NUM
sc-1097	202	11	10	10	NUM
sc-1097	202	12	2021	2021	NUM
sc-1097	202	13	|	|	ADV
sc-1097	202	14	volume	volume	NOUN
sc-1097	202	15	5	5	NUM
sc-1097	202	16	|	|	ADV
sc-1097	202	17	issue	issue	NOUN
sc-1097	202	18	16	16	NUM
sc-1097	202	19	|	|	ADV
sc-1097	202	20	e2	e2	PROPN
sc-1097	202	21	vitória	vitória	PROPN
sc-1097	202	22	albuquerque	albuquerque	PROPN
sc-1097	202	23	et	et	PROPN
sc-1097	202	24	al	al	PROPN
sc-1097	202	25	.	.	PROPN
sc-1097	202	26	8	8	NUM
sc-1097	202	27	figure	figure	NOUN
sc-1097	202	28	3	3	NUM
sc-1097	202	29	.	.	PUNCT
sc-1097	202	30	bike	bike	NOUN
sc-1097	202	31	usage	usage	NOUN
sc-1097	202	32	frequency	frequency	NOUN
sc-1097	202	33	per	per	ADP
sc-1097	202	34	month	month	NOUN
sc-1097	202	35	the	the	DET
sc-1097	202	36	weekday	weekday	NOUN
sc-1097	202	37	and	and	CCONJ
sc-1097	202	38	weekend	weekend	NOUN
sc-1097	202	39	usage	usage	NOUN
sc-1097	202	40	were	be	AUX
sc-1097	202	41	also	also	ADV
sc-1097	202	42	analyzed	analyze	VERB
sc-1097	202	43	to	to	PART
sc-1097	202	44	understand	understand	VERB
sc-1097	202	45	the	the	DET
sc-1097	202	46	preferences	preference	NOUN
sc-1097	202	47	of	of	ADP
sc-1097	202	48	using	use	VERB
sc-1097	202	49	the	the	DET
sc-1097	202	50	bike	bike	NOUN
sc-1097	202	51	-	-	PUNCT
sc-1097	202	52	sharing	share	VERB
sc-1097	202	53	service	service	NOUN
sc-1097	202	54	during	during	ADP
sc-1097	202	55	the	the	DET
sc-1097	202	56	week	week	NOUN
sc-1097	202	57	.	.	PUNCT
sc-1097	203	1	results	result	NOUN
sc-1097	203	2	are	be	AUX
sc-1097	203	3	presented	present	VERB
sc-1097	203	4	in	in	ADP
sc-1097	203	5	fig	fig	NOUN
sc-1097	203	6	.	.	PUNCT
sc-1097	204	1	4	4	NUM
sc-1097	204	2	,	,	PUNCT
sc-1097	204	3	where	where	SCONJ
sc-1097	204	4	weekdays	weekday	NOUN
sc-1097	204	5	are	be	AUX
sc-1097	204	6	ordered	order	VERB
sc-1097	204	7	from	from	ADP
sc-1097	204	8	1	1	NUM
sc-1097	204	9	to	to	PART
sc-1097	204	10	7	7	NUM
sc-1097	204	11	.	.	PUNCT
sc-1097	205	1	the	the	DET
sc-1097	205	2	weekend	weekend	NOUN
sc-1097	205	3	is	be	AUX
sc-1097	205	4	represented	represent	VERB
sc-1097	205	5	by	by	ADP
sc-1097	205	6	1	1	NUM
sc-1097	205	7	(	(	PUNCT
sc-1097	205	8	sunday	sunday	PROPN
sc-1097	205	9	)	)	PUNCT
sc-1097	205	10	and	and	CCONJ
sc-1097	205	11	7	7	NUM
sc-1097	205	12	(	(	PUNCT
sc-1097	205	13	saturday	saturday	PROPN
sc-1097	205	14	)	)	PUNCT
sc-1097	205	15	.	.	PUNCT
sc-1097	206	1	our	our	PRON
sc-1097	206	2	results	result	NOUN
sc-1097	206	3	show	show	VERB
sc-1097	206	4	that	that	SCONJ
sc-1097	206	5	most	most	ADJ
sc-1097	206	6	users	user	NOUN
sc-1097	206	7	(	(	PUNCT
sc-1097	206	8	82	82	NUM
sc-1097	206	9	%	%	NOUN
sc-1097	206	10	)	)	PUNCT
sc-1097	206	11	prefer	prefer	VERB
sc-1097	206	12	to	to	PART
sc-1097	206	13	use	use	VERB
sc-1097	206	14	the	the	DET
sc-1097	206	15	service	service	NOUN
sc-1097	206	16	during	during	ADP
sc-1097	206	17	the	the	DET
sc-1097	206	18	week	week	NOUN
sc-1097	206	19	,	,	PUNCT
sc-1097	206	20	rather	rather	ADV
sc-1097	206	21	than	than	ADP
sc-1097	206	22	during	during	ADP
sc-1097	206	23	the	the	DET
sc-1097	206	24	weekend	weekend	NOUN
sc-1097	206	25	.	.	PUNCT
sc-1097	207	1	figure	figure	VERB
sc-1097	207	2	4	4	NUM
sc-1097	207	3	.	.	PUNCT
sc-1097	207	4	bike	bike	NOUN
sc-1097	207	5	usage	usage	NOUN
sc-1097	207	6	per	per	ADP
sc-1097	207	7	weekday	weekday	NOUN
sc-1097	207	8	the	the	DET
sc-1097	207	9	distribution	distribution	NOUN
sc-1097	207	10	of	of	ADP
sc-1097	207	11	trips	trip	NOUN
sc-1097	207	12	throughout	throughout	ADP
sc-1097	207	13	the	the	DET
sc-1097	207	14	different	different	ADJ
sc-1097	207	15	periods	period	NOUN
sc-1097	207	16	of	of	ADP
sc-1097	207	17	the	the	DET
sc-1097	207	18	day	day	NOUN
sc-1097	207	19	was	be	AUX
sc-1097	207	20	analyzed	analyze	VERB
sc-1097	207	21	too	too	ADV
sc-1097	207	22	.	.	PUNCT
sc-1097	208	1	the	the	DET
sc-1097	208	2	column	column	NOUN
sc-1097	208	3	date_starts	date_start	VERB
sc-1097	208	4	was	be	AUX
sc-1097	208	5	transformed	transform	VERB
sc-1097	208	6	into	into	ADP
sc-1097	208	7	a	a	DET
sc-1097	208	8	time	time	NOUN
sc-1097	208	9	format	format	NOUN
sc-1097	208	10	and	and	CCONJ
sc-1097	208	11	the	the	DET
sc-1097	208	12	hour	hour	NOUN
sc-1097	208	13	was	be	AUX
sc-1097	208	14	extracted	extract	VERB
sc-1097	208	15	in	in	ADP
sc-1097	208	16	order	order	NOUN
sc-1097	208	17	to	to	PART
sc-1097	208	18	create	create	VERB
sc-1097	208	19	the	the	DET
sc-1097	208	20	column	column	NOUN
sc-1097	208	21	periodo_dia	periodo_dia	X
sc-1097	208	22	(	(	PUNCT
sc-1097	208	23	day	day	NOUN
sc-1097	208	24	period	period	NOUN
sc-1097	208	25	)	)	PUNCT
sc-1097	208	26	.	.	PUNCT
sc-1097	209	1	the	the	DET
sc-1097	209	2	day	day	NOUN
sc-1097	209	3	was	be	AUX
sc-1097	209	4	broken	break	VERB
sc-1097	209	5	down	down	ADP
sc-1097	209	6	into	into	ADP
sc-1097	209	7	three	three	NUM
sc-1097	209	8	-	-	PUNCT
sc-1097	209	9	hour	hour	NOUN
sc-1097	209	10	groups	group	NOUN
sc-1097	209	11	:	:	PUNCT
sc-1097	209	12	morning	morning	NOUN
sc-1097	209	13	:	:	PUNCT
sc-1097	209	14	7	7	NUM
sc-1097	209	15	am	am	NOUN
sc-1097	209	16	to	to	ADP
sc-1097	209	17	12	12	NUM
sc-1097	209	18	am	am	ADV
sc-1097	209	19	;	;	PUNCT
sc-1097	209	20	afternoon	afternoon	NOUN
sc-1097	209	21	:	:	PUNCT
sc-1097	209	22	12	12	NUM
sc-1097	209	23	am	am	ADJ
sc-1097	209	24	–	–	PUNCT
sc-1097	209	25	8	8	NUM
sc-1097	209	26	pm	pm	NOUN
sc-1097	209	27	and	and	CCONJ
sc-1097	209	28	overnight	overnight	ADV
sc-1097	209	29	:	:	PUNCT
sc-1097	209	30	8	8	NUM
sc-1097	209	31	pm	pm	NOUN
sc-1097	209	32	–	–	PUNCT
sc-1097	209	33	7	7	NUM
sc-1097	209	34	am	am	ADJ
sc-1097	209	35	.	.	PUNCT
sc-1097	210	1	our	our	PRON
sc-1097	210	2	analysis	analysis	NOUN
sc-1097	210	3	shows	show	VERB
sc-1097	210	4	that	that	SCONJ
sc-1097	210	5	most	most	ADJ
sc-1097	210	6	of	of	ADP
sc-1097	210	7	the	the	DET
sc-1097	210	8	trips	trip	NOUN
sc-1097	210	9	(	(	PUNCT
sc-1097	210	10	56	56	NUM
sc-1097	210	11	%	%	NOUN
sc-1097	210	12	)	)	PUNCT
sc-1097	210	13	occur	occur	VERB
sc-1097	210	14	during	during	ADP
sc-1097	210	15	the	the	DET
sc-1097	210	16	afternoon	afternoon	NOUN
sc-1097	210	17	compared	compare	VERB
sc-1097	210	18	to	to	ADP
sc-1097	210	19	the	the	DET
sc-1097	210	20	morning	morning	NOUN
sc-1097	210	21	and	and	CCONJ
sc-1097	210	22	overnight	overnight	ADJ
sc-1097	210	23	periods	period	NOUN
sc-1097	210	24	(	(	PUNCT
sc-1097	210	25	see	see	VERB
sc-1097	210	26	fig	fig	NOUN
sc-1097	210	27	.	.	PUNCT
sc-1097	211	1	5	5	NUM
sc-1097	211	2	)	)	PUNCT
sc-1097	211	3	.	.	PUNCT
sc-1097	212	1	additionally	additionally	ADV
sc-1097	212	2	,	,	PUNCT
sc-1097	212	3	during	during	ADP
sc-1097	212	4	working	working	NOUN
sc-1097	212	5	weekdays	weekday	NOUN
sc-1097	212	6	,	,	PUNCT
sc-1097	212	7	after	after	ADP
sc-1097	212	8	the	the	DET
sc-1097	212	9	afternoon	afternoon	NOUN
sc-1097	212	10	,	,	PUNCT
sc-1097	212	11	the	the	DET
sc-1097	212	12	morning	morning	NOUN
sc-1097	212	13	period	period	NOUN
sc-1097	212	14	comes	come	VERB
sc-1097	212	15	second	second	ADV
sc-1097	212	16	.	.	PUNCT
sc-1097	213	1	in	in	ADP
sc-1097	213	2	the	the	DET
sc-1097	213	3	weekends	weekend	NOUN
sc-1097	213	4	,	,	PUNCT
sc-1097	213	5	users	user	NOUN
sc-1097	213	6	still	still	ADV
sc-1097	213	7	prefer	prefer	VERB
sc-1097	213	8	to	to	PART
sc-1097	213	9	ride	ride	VERB
sc-1097	213	10	during	during	ADP
sc-1097	213	11	the	the	DET
sc-1097	213	12	afternoon	afternoon	NOUN
sc-1097	213	13	,	,	PUNCT
sc-1097	213	14	but	but	CCONJ
sc-1097	213	15	overnight	overnight	ADJ
sc-1097	213	16	rides	ride	NOUN
sc-1097	213	17	come	come	VERB
sc-1097	213	18	second	second	ADV
sc-1097	213	19	,	,	PUNCT
sc-1097	213	20	rather	rather	ADV
sc-1097	213	21	than	than	ADP
sc-1097	213	22	morning	morning	NOUN
sc-1097	213	23	ones	one	NOUN
sc-1097	213	24	.	.	PUNCT
sc-1097	214	1	when	when	SCONJ
sc-1097	214	2	analyzing	analyze	VERB
sc-1097	214	3	the	the	DET
sc-1097	214	4	behavior	behavior	NOUN
sc-1097	214	5	and	and	CCONJ
sc-1097	214	6	patterns	pattern	NOUN
sc-1097	214	7	regarding	regard	VERB
sc-1097	214	8	the	the	DET
sc-1097	214	9	distance	distance	NOUN
sc-1097	214	10	and	and	CCONJ
sc-1097	214	11	the	the	DET
sc-1097	214	12	duration	duration	NOUN
sc-1097	214	13	of	of	ADP
sc-1097	214	14	the	the	DET
sc-1097	214	15	bike	bike	NOUN
sc-1097	214	16	trips	trip	NOUN
sc-1097	214	17	,	,	PUNCT
sc-1097	214	18	we	we	PRON
sc-1097	214	19	addressed	address	VERB
sc-1097	214	20	the	the	DET
sc-1097	214	21	differences	difference	NOUN
sc-1097	214	22	between	between	ADP
sc-1097	214	23	the	the	DET
sc-1097	214	24	weekdays	weekday	NOUN
sc-1097	214	25	versus	versus	ADP
sc-1097	214	26	bike	bike	NOUN
sc-1097	214	27	type	type	NOUN
sc-1097	214	28	.	.	PUNCT
sc-1097	215	1	regarding	regard	VERB
sc-1097	215	2	bike	bike	NOUN
sc-1097	215	3	type	type	NOUN
sc-1097	215	4	(	(	PUNCT
sc-1097	215	5	electric	electric	ADJ
sc-1097	215	6	or	or	CCONJ
sc-1097	215	7	conventional	conventional	ADJ
sc-1097	215	8	)	)	PUNCT
sc-1097	215	9	,	,	PUNCT
sc-1097	215	10	we	we	PRON
sc-1097	215	11	have	have	AUX
sc-1097	215	12	observed	observe	VERB
sc-1097	215	13	no	no	DET
sc-1097	215	14	noticeable	noticeable	ADJ
sc-1097	215	15	differences	difference	NOUN
sc-1097	215	16	in	in	ADP
sc-1097	215	17	terms	term	NOUN
sc-1097	215	18	of	of	ADP
sc-1097	215	19	trip	trip	NOUN
sc-1097	215	20	distance	distance	NOUN
sc-1097	215	21	and	and	CCONJ
sc-1097	215	22	duration	duration	NOUN
sc-1097	215	23	during	during	ADP
sc-1097	215	24	weekdays	weekday	NOUN
sc-1097	215	25	.	.	PUNCT
sc-1097	216	1	there	there	PRON
sc-1097	216	2	also	also	ADV
sc-1097	216	3	no	no	DET
sc-1097	216	4	noticeable	noticeable	ADJ
sc-1097	216	5	difference	difference	NOUN
sc-1097	216	6	,	,	PUNCT
sc-1097	216	7	in	in	ADP
sc-1097	216	8	terms	term	NOUN
sc-1097	216	9	of	of	ADP
sc-1097	216	10	speed	speed	NOUN
sc-1097	216	11	and	and	CCONJ
sc-1097	216	12	duration	duration	NOUN
sc-1097	216	13	,	,	PUNCT
sc-1097	216	14	across	across	ADP
sc-1097	216	15	the	the	DET
sc-1097	216	16	different	different	ADJ
sc-1097	216	17	days	day	NOUN
sc-1097	216	18	of	of	ADP
sc-1097	216	19	the	the	DET
sc-1097	216	20	week	week	NOUN
sc-1097	216	21	,	,	PUNCT
sc-1097	216	22	in	in	ADP
sc-1097	216	23	average	average	ADJ
sc-1097	216	24	.	.	PUNCT
sc-1097	217	1	figure	figure	NOUN
sc-1097	217	2	5	5	NUM
sc-1097	217	3	.	.	PUNCT
sc-1097	217	4	bike	bike	NOUN
sc-1097	217	5	usage	usage	NOUN
sc-1097	217	6	(	(	PUNCT
sc-1097	217	7	%	%	INTJ
sc-1097	217	8	)	)	PUNCT
sc-1097	217	9	per	per	ADP
sc-1097	217	10	weekday	weekday	NOUN
sc-1097	217	11	within	within	ADP
sc-1097	217	12	the	the	DET
sc-1097	217	13	day	day	NOUN
sc-1097	217	14	period	period	NOUN
sc-1097	217	15	the	the	DET
sc-1097	217	16	hour	hour	NOUN
sc-1097	217	17	rate	rate	NOUN
sc-1097	217	18	was	be	AUX
sc-1097	217	19	also	also	ADV
sc-1097	217	20	analyzed	analyze	VERB
sc-1097	217	21	.	.	PUNCT
sc-1097	218	1	there	there	PRON
sc-1097	218	2	was	be	VERB
sc-1097	218	3	an	an	DET
sc-1097	218	4	extraction	extraction	NOUN
sc-1097	218	5	from	from	ADP
sc-1097	218	6	the	the	DET
sc-1097	218	7	variable	variable	ADJ
sc-1097	218	8	“	"	PUNCT
sc-1097	218	9	date_start	date_start	PROPN
sc-1097	218	10	”	"	PUNCT
sc-1097	218	11	of	of	ADP
sc-1097	218	12	the	the	DET
sc-1097	218	13	hour	hour	NOUN
sc-1097	218	14	and	and	CCONJ
sc-1097	218	15	the	the	DET
sc-1097	218	16	creation	creation	NOUN
sc-1097	218	17	of	of	ADP
sc-1097	218	18	the	the	DET
sc-1097	218	19	variable	variable	ADJ
sc-1097	218	20	“	"	PUNCT
sc-1097	218	21	hour	hour	NOUN
sc-1097	218	22	”	"	PUNCT
sc-1097	218	23	.	.	PUNCT
sc-1097	219	1	the	the	DET
sc-1097	219	2	higher	high	ADJ
sc-1097	219	3	usage	usage	NOUN
sc-1097	219	4	rate	rate	NOUN
sc-1097	219	5	corresponds	correspond	VERB
sc-1097	219	6	to	to	ADP
sc-1097	219	7	6	6	NUM
sc-1097	219	8	pm	pm	NOUN
sc-1097	219	9	(	(	PUNCT
sc-1097	219	10	10	10	NUM
sc-1097	219	11	%	%	NOUN
sc-1097	219	12	)	)	PUNCT
sc-1097	219	13	following	follow	VERB
sc-1097	219	14	5	5	NUM
sc-1097	219	15	pm	pm	NOUN
sc-1097	219	16	and	and	CCONJ
sc-1097	219	17	7	7	NUM
sc-1097	219	18	pm	pm	NOUN
sc-1097	219	19	(	(	PUNCT
sc-1097	219	20	see	see	VERB
sc-1097	219	21	fig	fig	NOUN
sc-1097	219	22	.	.	PUNCT
sc-1097	220	1	6	6	NUM
sc-1097	220	2	)	)	PUNCT
sc-1097	220	3	.	.	PUNCT
sc-1097	221	1	there	there	PRON
sc-1097	221	2	is	be	VERB
sc-1097	221	3	also	also	ADV
sc-1097	221	4	a	a	DET
sc-1097	221	5	high	high	ADJ
sc-1097	221	6	usage	usage	NOUN
sc-1097	221	7	rate	rate	NOUN
sc-1097	221	8	at	at	ADP
sc-1097	221	9	8	8	NUM
sc-1097	221	10	am	am	NOUN
sc-1097	221	11	,	,	PUNCT
sc-1097	221	12	and	and	CCONJ
sc-1097	221	13	9	9	NUM
sc-1097	221	14	am	am	NOUN
sc-1097	221	15	(	(	PUNCT
sc-1097	221	16	13	13	NUM
sc-1097	221	17	%	%	NOUN
sc-1097	221	18	combined	combine	VERB
sc-1097	221	19	)	)	PUNCT
sc-1097	221	20	.	.	PUNCT
sc-1097	222	1	also	also	ADV
sc-1097	222	2	,	,	PUNCT
sc-1097	222	3	it	it	PRON
sc-1097	222	4	is	be	AUX
sc-1097	222	5	possible	possible	ADJ
sc-1097	222	6	to	to	PART
sc-1097	222	7	see	see	VERB
sc-1097	222	8	that	that	SCONJ
sc-1097	222	9	the	the	DET
sc-1097	222	10	citizens	citizen	NOUN
sc-1097	222	11	start	start	VERB
sc-1097	222	12	to	to	PART
sc-1097	222	13	use	use	VERB
sc-1097	222	14	this	this	DET
sc-1097	222	15	service	service	NOUN
sc-1097	222	16	from	from	ADP
sc-1097	222	17	7	7	NUM
sc-1097	222	18	am	am	NOUN
sc-1097	222	19	to	to	ADP
sc-1097	222	20	1	1	NUM
sc-1097	222	21	am	am	NOUN
sc-1097	222	22	,	,	PUNCT
sc-1097	222	23	having	have	VERB
sc-1097	222	24	no	no	DET
sc-1097	222	25	significant	significant	ADJ
sc-1097	222	26	usage	usage	NOUN
sc-1097	222	27	between	between	ADP
sc-1097	222	28	2	2	NUM
sc-1097	222	29	am	am	NOUN
sc-1097	222	30	and	and	CCONJ
sc-1097	222	31	6	6	NUM
sc-1097	222	32	am	am	AUX
sc-1097	222	33	(	(	PUNCT
sc-1097	222	34	see	see	VERB
sc-1097	222	35	fig	fig	NOUN
sc-1097	222	36	.	.	PUNCT
sc-1097	223	1	6	6	NUM
sc-1097	223	2	)	)	PUNCT
sc-1097	223	3	.	.	PUNCT
sc-1097	224	1	figure	figure	VERB
sc-1097	224	2	6	6	NUM
sc-1097	224	3	.	.	PUNCT
sc-1097	224	4	bike	bike	NOUN
sc-1097	224	5	usage	usage	NOUN
sc-1097	224	6	(	(	PUNCT
sc-1097	224	7	trip	trip	NOUN
sc-1097	224	8	count	count	NOUN
sc-1097	224	9	)	)	PUNCT
sc-1097	224	10	per	per	ADP
sc-1097	224	11	hour	hour	NOUN
sc-1097	224	12	bike	bike	NOUN
sc-1097	224	13	trip	trip	NOUN
sc-1097	224	14	weather	weather	NOUN
sc-1097	224	15	analysis	analysis	NOUN
sc-1097	224	16	we	we	PRON
sc-1097	224	17	conducted	conduct	VERB
sc-1097	224	18	an	an	DET
sc-1097	224	19	additional	additional	ADJ
sc-1097	224	20	analysis	analysis	NOUN
sc-1097	224	21	to	to	PART
sc-1097	224	22	find	find	VERB
sc-1097	224	23	behavior	behavior	NOUN
sc-1097	224	24	patterns	pattern	NOUN
sc-1097	224	25	of	of	ADP
sc-1097	224	26	bss	bss	NOUN
sc-1097	224	27	users	user	NOUN
sc-1097	224	28	,	,	PUNCT
sc-1097	224	29	influenced	influence	VERB
sc-1097	224	30	by	by	ADP
sc-1097	224	31	the	the	DET
sc-1097	224	32	built	build	VERB
sc-1097	224	33	environment	environment	NOUN
sc-1097	224	34	variables	variable	NOUN
sc-1097	224	35	,	,	PUNCT
sc-1097	224	36	particularly	particularly	ADV
sc-1097	224	37	weather	weather	NOUN
sc-1097	224	38	variables	variable	NOUN
sc-1097	224	39	such	such	ADJ
sc-1097	224	40	as	as	ADP
sc-1097	224	41	atmospheric	atmospheric	ADJ
sc-1097	224	42	precipitation	precipitation	NOUN
sc-1097	224	43	and	and	CCONJ
sc-1097	224	44	temperature	temperature	NOUN
sc-1097	224	45	.	.	PUNCT
sc-1097	225	1	in	in	ADP
sc-1097	225	2	our	our	PRON
sc-1097	225	3	analysis	analysis	NOUN
sc-1097	225	4	,	,	PUNCT
sc-1097	225	5	in	in	ADP
sc-1097	225	6	terms	term	NOUN
sc-1097	225	7	of	of	ADP
sc-1097	225	8	atmospheric	atmospheric	ADJ
sc-1097	225	9	precipitation	precipitation	NOUN
sc-1097	225	10	,	,	PUNCT
sc-1097	225	11	we	we	PRON
sc-1097	225	12	created	create	VERB
sc-1097	225	13	a	a	DET
sc-1097	225	14	boolean	boolean	ADJ
sc-1097	225	15	variable	variable	ADJ
sc-1097	225	16	“	"	PUNCT
sc-1097	225	17	rain	rain	NOUN
sc-1097	225	18	”	"	PUNCT
sc-1097	225	19	indicating	indicate	VERB
sc-1097	225	20	if	if	SCONJ
sc-1097	225	21	it	it	PRON
sc-1097	225	22	was	be	AUX
sc-1097	225	23	raining	rain	VERB
sc-1097	225	24	or	or	CCONJ
sc-1097	225	25	not	not	PART
sc-1097	225	26	in	in	ADP
sc-1097	225	27	any	any	PRON
sc-1097	225	28	of	of	ADP
sc-1097	225	29	the	the	DET
sc-1097	225	30	three	three	NUM
sc-1097	225	31	eai	eai	NOUN
sc-1097	225	32	endorsed	endorse	VERB
sc-1097	225	33	transactions	transaction	NOUN
sc-1097	225	34	on	on	ADP
sc-1097	225	35	smart	smart	ADJ
sc-1097	225	36	cities	city	NOUN
sc-1097	225	37	08	08	NUM
sc-1097	225	38	2021	2021	NUM
sc-1097	225	39	10	10	NUM
sc-1097	225	40	2021	2021	NUM
sc-1097	225	41	|	|	ADV
sc-1097	225	42	volume	volume	NOUN
sc-1097	225	43	5	5	NUM
sc-1097	225	44	|	|	ADV
sc-1097	225	45	issue	issue	NOUN
sc-1097	225	46	16	16	NUM
sc-1097	226	1	|	|	NOUN
sc-1097	226	2	e2	e2	PROPN
sc-1097	226	3	bike	bike	NOUN
sc-1097	226	4	-	-	PUNCT
sc-1097	226	5	sharing	share	VERB
sc-1097	226	6	mobility	mobility	NOUN
sc-1097	226	7	patterns	pattern	NOUN
sc-1097	226	8	:	:	PUNCT
sc-1097	226	9	a	a	DET
sc-1097	226	10	data	data	NOUN
sc-1097	226	11	-	-	PUNCT
sc-1097	226	12	driven	drive	VERB
sc-1097	226	13	analysis	analysis	NOUN
sc-1097	226	14	for	for	ADP
sc-1097	226	15	the	the	DET
sc-1097	226	16	city	city	NOUN
sc-1097	226	17	of	of	ADP
sc-1097	226	18	lisbon	lisbon	PROPN
sc-1097	226	19	9	9	NUM
sc-1097	226	20	weather	weather	NOUN
sc-1097	226	21	stations	station	NOUN
sc-1097	226	22	.	.	PUNCT
sc-1097	227	1	a	a	DET
sc-1097	227	2	new	new	ADJ
sc-1097	227	3	date_key	date_key	ADJ
sc-1097	227	4	field	field	NOUN
sc-1097	227	5	was	be	AUX
sc-1097	227	6	generated	generate	VERB
sc-1097	227	7	from	from	ADP
sc-1097	227	8	the	the	DET
sc-1097	227	9	date_start	date_start	PROPN
sc-1097	227	10	field	field	NOUN
sc-1097	227	11	of	of	ADP
sc-1097	227	12	bicycle	bicycle	NOUN
sc-1097	227	13	trips	trip	NOUN
sc-1097	227	14	,	,	PUNCT
sc-1097	227	15	to	to	PART
sc-1097	227	16	join	join	VERB
sc-1097	227	17	the	the	DET
sc-1097	227	18	two	two	NUM
sc-1097	227	19	datasets	dataset	NOUN
sc-1097	227	20	.	.	PUNCT
sc-1097	228	1	from	from	ADP
sc-1097	228	2	our	our	PRON
sc-1097	228	3	analysis	analysis	NOUN
sc-1097	228	4	,	,	PUNCT
sc-1097	228	5	we	we	PRON
sc-1097	228	6	can	can	AUX
sc-1097	228	7	conclude	conclude	VERB
sc-1097	228	8	that	that	SCONJ
sc-1097	228	9	the	the	DET
sc-1097	228	10	trips	trip	NOUN
sc-1097	228	11	are	be	AUX
sc-1097	228	12	mostly	mostly	ADV
sc-1097	228	13	made	make	VERB
sc-1097	228	14	when	when	SCONJ
sc-1097	228	15	there	there	PRON
sc-1097	228	16	is	be	VERB
sc-1097	228	17	no	no	DET
sc-1097	228	18	precipitation	precipitation	NOUN
sc-1097	228	19	(	(	PUNCT
sc-1097	228	20	97	97	NUM
sc-1097	228	21	%	%	NOUN
sc-1097	228	22	)	)	PUNCT
sc-1097	228	23	(	(	PUNCT
sc-1097	228	24	see	see	VERB
sc-1097	228	25	fig	fig	NOUN
sc-1097	228	26	.	.	PUNCT
sc-1097	229	1	7	7	NUM
sc-1097	229	2	)	)	PUNCT
sc-1097	229	3	.	.	PUNCT
sc-1097	230	1	regarding	regard	VERB
sc-1097	230	2	temperature	temperature	NOUN
sc-1097	230	3	analysis	analysis	NOUN
sc-1097	230	4	,	,	PUNCT
sc-1097	230	5	the	the	DET
sc-1097	230	6	negative	negative	ADJ
sc-1097	230	7	values	value	NOUN
sc-1097	230	8	were	be	AUX
sc-1097	230	9	removed	remove	VERB
sc-1097	230	10	and	and	CCONJ
sc-1097	230	11	we	we	PRON
sc-1097	230	12	calculated	calculate	VERB
sc-1097	230	13	the	the	DET
sc-1097	230	14	average	average	ADJ
sc-1097	230	15	values	value	NOUN
sc-1097	230	16	of	of	ADP
sc-1097	230	17	the	the	DET
sc-1097	230	18	three	three	NUM
sc-1097	230	19	stations	station	NOUN
sc-1097	230	20	.	.	PUNCT
sc-1097	231	1	then	then	ADV
sc-1097	231	2	,	,	PUNCT
sc-1097	231	3	we	we	PRON
sc-1097	231	4	divided	divide	VERB
sc-1097	231	5	the	the	DET
sc-1097	231	6	dataset	dataset	NOUN
sc-1097	231	7	into	into	ADP
sc-1097	231	8	four	four	NUM
sc-1097	231	9	categories	category	NOUN
sc-1097	231	10	:	:	PUNCT
sc-1097	231	11	0º	0º	NOUN
sc-1097	231	12	to	to	ADP
sc-1097	231	13	10º	10º	NUM
sc-1097	231	14	,	,	PUNCT
sc-1097	231	15	10º	10º	NUM
sc-1097	231	16	to	to	ADP
sc-1097	231	17	20º	20º	NOUN
sc-1097	231	18	,	,	PUNCT
sc-1097	231	19	20º	20º	NOUN
sc-1097	231	20	to	to	ADP
sc-1097	231	21	30	30	NUM
sc-1097	231	22	and	and	CCONJ
sc-1097	231	23	30º	30º	NOUN
sc-1097	231	24	to	to	ADP
sc-1097	231	25	42º	42º	NUM
sc-1097	231	26	,	,	PUNCT
sc-1097	231	27	being	be	AUX
sc-1097	231	28	42º	42º	ADP
sc-1097	232	1	the	the	DET
sc-1097	232	2	maximum	maximum	ADJ
sc-1097	232	3	observed	observe	VERB
sc-1097	232	4	temperature	temperature	NOUN
sc-1097	232	5	value	value	NOUN
sc-1097	232	6	(	(	PUNCT
sc-1097	232	7	see	see	VERB
sc-1097	232	8	fig	fig	NOUN
sc-1097	232	9	.	.	PUNCT
sc-1097	233	1	8)	8)	NUM
sc-1097	233	2	.	.	PUNCT
sc-1097	233	3	figure	figure	NOUN
sc-1097	233	4	7	7	NUM
sc-1097	233	5	.	.	PUNCT
sc-1097	233	6	bike	bike	NOUN
sc-1097	233	7	usage	usage	NOUN
sc-1097	233	8	frequency	frequency	NOUN
sc-1097	233	9	relation	relation	NOUN
sc-1097	233	10	to	to	ADP
sc-1097	233	11	atmospheric	atmospheric	ADJ
sc-1097	233	12	precipitation	precipitation	NOUN
sc-1097	233	13	figure	figure	NOUN
sc-1097	233	14	8	8	NUM
sc-1097	233	15	.	.	PUNCT
sc-1097	233	16	bike	bike	NOUN
sc-1097	233	17	usage	usage	NOUN
sc-1097	233	18	frequency	frequency	NOUN
sc-1097	233	19	relation	relation	NOUN
sc-1097	233	20	to	to	PART
sc-1097	233	21	temperature	temperature	VERB
sc-1097	233	22	the	the	DET
sc-1097	233	23	trip	trip	NOUN
sc-1097	233	24	speed	speed	NOUN
sc-1097	233	25	was	be	AUX
sc-1097	233	26	also	also	ADV
sc-1097	233	27	analyzed	analyze	VERB
sc-1097	233	28	in	in	ADP
sc-1097	233	29	order	order	NOUN
sc-1097	233	30	to	to	PART
sc-1097	233	31	check	check	VERB
sc-1097	233	32	if	if	SCONJ
sc-1097	233	33	there	there	PRON
sc-1097	233	34	was	be	VERB
sc-1097	233	35	any	any	DET
sc-1097	233	36	observed	observed	ADJ
sc-1097	233	37	change	change	NOUN
sc-1097	233	38	when	when	SCONJ
sc-1097	233	39	raining	rain	VERB
sc-1097	233	40	,	,	PUNCT
sc-1097	233	41	concluding	conclude	VERB
sc-1097	233	42	that	that	SCONJ
sc-1097	233	43	users	user	NOUN
sc-1097	233	44	are	be	AUX
sc-1097	233	45	faster	fast	ADJ
sc-1097	233	46	in	in	ADP
sc-1097	233	47	their	their	PRON
sc-1097	233	48	trips	trip	NOUN
sc-1097	233	49	when	when	SCONJ
sc-1097	233	50	it	it	PRON
sc-1097	233	51	was	be	AUX
sc-1097	233	52	not	not	PART
sc-1097	233	53	raining	rain	VERB
sc-1097	233	54	.	.	PUNCT
sc-1097	234	1	bike	bike	NOUN
sc-1097	234	2	station	station	NOUN
sc-1097	234	3	usage	usage	NOUN
sc-1097	234	4	analysis	analysis	NOUN
sc-1097	234	5	our	our	PRON
sc-1097	234	6	analysis	analysis	NOUN
sc-1097	234	7	approach	approach	NOUN
sc-1097	234	8	on	on	ADP
sc-1097	234	9	bike	bike	NOUN
sc-1097	234	10	station	station	NOUN
sc-1097	234	11	usage	usage	NOUN
sc-1097	234	12	was	be	AUX
sc-1097	234	13	to	to	PART
sc-1097	234	14	identify	identify	VERB
sc-1097	234	15	the	the	DET
sc-1097	234	16	top	top	ADJ
sc-1097	234	17	5	5	NUM
sc-1097	234	18	most	most	ADV
sc-1097	234	19	popular	popular	ADJ
sc-1097	234	20	stations	station	NOUN
sc-1097	234	21	,	,	PUNCT
sc-1097	234	22	the	the	DET
sc-1097	234	23	top	top	ADJ
sc-1097	234	24	5	5	NUM
sc-1097	234	25	stations	station	NOUN
sc-1097	234	26	with	with	ADP
sc-1097	234	27	the	the	DET
sc-1097	234	28	highest	high	ADJ
sc-1097	234	29	outflow	outflow	NOUN
sc-1097	234	30	and	and	CCONJ
sc-1097	234	31	highest	high	ADJ
sc-1097	234	32	inflow	inflow	NOUN
sc-1097	234	33	,	,	PUNCT
sc-1097	234	34	and	and	CCONJ
sc-1097	234	35	the	the	DET
sc-1097	234	36	frequent	frequent	ADJ
sc-1097	234	37	station	station	NOUN
sc-1097	234	38	pairs	pair	NOUN
sc-1097	234	39	on	on	ADP
sc-1097	234	40	weekdays	weekday	NOUN
sc-1097	234	41	and	and	CCONJ
sc-1097	234	42	weekends	weekend	NOUN
sc-1097	234	43	looking	look	VERB
sc-1097	234	44	at	at	ADP
sc-1097	234	45	in	in	ADP
sc-1097	234	46	2018	2018	NUM
sc-1097	234	47	,	,	PUNCT
sc-1097	234	48	for	for	ADP
sc-1097	234	49	each	each	DET
sc-1097	234	50	month	month	NOUN
sc-1097	234	51	from	from	ADP
sc-1097	234	52	january	january	PROPN
sc-1097	234	53	to	to	ADP
sc-1097	234	54	october	october	PROPN
sc-1097	234	55	and	and	CCONJ
sc-1097	234	56	for	for	ADP
sc-1097	234	57	the	the	DET
sc-1097	234	58	whole	whole	ADJ
sc-1097	234	59	period	period	NOUN
sc-1097	234	60	.	.	PUNCT
sc-1097	235	1	this	this	DET
sc-1097	235	2	analysis	analysis	NOUN
sc-1097	235	3	only	only	ADV
sc-1097	235	4	considered	consider	VERB
sc-1097	235	5	trips	trip	NOUN
sc-1097	235	6	with	with	ADP
sc-1097	235	7	a	a	DET
sc-1097	235	8	duration	duration	NOUN
sc-1097	235	9	of	of	ADP
sc-1097	235	10	over	over	ADP
sc-1097	235	11	60	60	NUM
sc-1097	235	12	seconds	second	NOUN
sc-1097	235	13	and	and	CCONJ
sc-1097	235	14	less	less	ADJ
sc-1097	235	15	than	than	ADP
sc-1097	235	16	2	2	NUM
sc-1097	235	17	hours	hour	NOUN
sc-1097	235	18	and	and	CCONJ
sc-1097	235	19	15	15	NUM
sc-1097	235	20	minutes	minute	NOUN
sc-1097	235	21	.	.	PUNCT
sc-1097	236	1	in	in	ADP
sc-1097	236	2	2018	2018	NUM
sc-1097	236	3	,	,	PUNCT
sc-1097	236	4	there	there	PRON
sc-1097	236	5	was	be	VERB
sc-1097	236	6	an	an	DET
sc-1097	236	7	evolution	evolution	NOUN
sc-1097	236	8	of	of	ADP
sc-1097	236	9	bike	bike	NOUN
sc-1097	236	10	usage	usage	NOUN
sc-1097	236	11	.	.	PUNCT
sc-1097	237	1	table	table	NOUN
sc-1097	237	2	9	9	NUM
sc-1097	237	3	shows	show	NOUN
sc-1097	237	4	trip	trip	NOUN
sc-1097	237	5	increase	increase	NOUN
sc-1097	237	6	throughout	throughout	ADP
sc-1097	237	7	the	the	DET
sc-1097	237	8	year	year	NOUN
sc-1097	237	9	,	,	PUNCT
sc-1097	237	10	where	where	SCONJ
sc-1097	237	11	the	the	DET
sc-1097	237	12	months	month	NOUN
sc-1097	237	13	of	of	ADP
sc-1097	237	14	july	july	PROPN
sc-1097	237	15	(	(	PUNCT
sc-1097	237	16	115,857	115,857	NUM
sc-1097	237	17	)	)	PUNCT
sc-1097	237	18	and	and	CCONJ
sc-1097	237	19	september	september	PROPN
sc-1097	237	20	(	(	PUNCT
sc-1097	237	21	127,616	127,616	NUM
sc-1097	237	22	)	)	PUNCT
sc-1097	237	23	were	be	AUX
sc-1097	237	24	the	the	DET
sc-1097	237	25	ones	one	NOUN
sc-1097	237	26	with	with	ADP
sc-1097	237	27	more	more	ADJ
sc-1097	237	28	bike	bike	NOUN
sc-1097	237	29	usage	usage	NOUN
sc-1097	237	30	.	.	PUNCT
sc-1097	238	1	station	station	NOUN
sc-1097	238	2	usage	usage	NOUN
sc-1097	238	3	also	also	ADV
sc-1097	238	4	evolved	evolve	VERB
sc-1097	238	5	and	and	CCONJ
sc-1097	238	6	almost	almost	ADV
sc-1097	238	7	doubled	double	VERB
sc-1097	238	8	between	between	ADP
sc-1097	238	9	january	january	PROPN
sc-1097	238	10	(	(	PUNCT
sc-1097	238	11	43	43	NUM
sc-1097	238	12	stations	station	NOUN
sc-1097	238	13	)	)	PUNCT
sc-1097	238	14	and	and	CCONJ
sc-1097	238	15	october	october	PROPN
sc-1097	238	16	2018	2018	NUM
sc-1097	238	17	(	(	PUNCT
sc-1097	238	18	74	74	NUM
sc-1097	238	19	stations	station	NOUN
sc-1097	238	20	)	)	PUNCT
sc-1097	238	21	.	.	PUNCT
sc-1097	239	1	this	this	PRON
sc-1097	239	2	might	might	AUX
sc-1097	239	3	be	be	AUX
sc-1097	239	4	related	relate	VERB
sc-1097	239	5	to	to	ADP
sc-1097	239	6	the	the	DET
sc-1097	239	7	opening	opening	NOUN
sc-1097	239	8	of	of	ADP
sc-1097	239	9	new	new	ADJ
sc-1097	239	10	stations	station	NOUN
sc-1097	239	11	in	in	ADP
sc-1097	239	12	scope	scope	NOUN
sc-1097	239	13	of	of	ADP
sc-1097	239	14	bss	bss	NOUN
sc-1097	239	15	network	network	NOUN
sc-1097	239	16	expansion	expansion	NOUN
sc-1097	239	17	.	.	PUNCT
sc-1097	240	1	table	table	NOUN
sc-1097	240	2	9	9	NUM
sc-1097	240	3	.	.	PUNCT
sc-1097	240	4	trips	trip	NOUN
sc-1097	240	5	and	and	CCONJ
sc-1097	240	6	stations	station	NOUN
sc-1097	240	7	month	month	NOUN
sc-1097	240	8	trips	trip	NOUN
sc-1097	240	9	stations	station	NOUN
sc-1097	240	10	january	january	PROPN
sc-1097	240	11	6,326	6,326	NUM
sc-1097	240	12	43	43	NUM
sc-1097	240	13	february	february	NOUN
sc-1097	240	14	23,324	23,324	NUM
sc-1097	240	15	43	43	NUM
sc-1097	240	16	march	march	NOUN
sc-1097	240	17	25,872	25,872	NUM
sc-1097	240	18	56	56	NUM
sc-1097	240	19	april	april	PROPN
sc-1097	240	20	47,122	47,122	NUM
sc-1097	240	21	58	58	NUM
sc-1097	240	22	may	may	AUX
sc-1097	240	23	80,417	80,417	NUM
sc-1097	240	24	72	72	NUM
sc-1097	240	25	june	june	PROPN
sc-1097	240	26	93,296	93,296	NUM
sc-1097	240	27	74	74	NUM
sc-1097	240	28	july	july	PROPN
sc-1097	240	29	115,857	115,857	NUM
sc-1097	240	30	74	74	NUM
sc-1097	240	31	august	august	PROPN
sc-1097	240	32	94,007	94,007	NUM
sc-1097	240	33	81	81	NUM
sc-1097	240	34	september	september	PROPN
sc-1097	240	35	127,636	127,636	NUM
sc-1097	240	36	74	74	NUM
sc-1097	240	37	october	october	PROPN
sc-1097	240	38	58,459	58,459	NUM
sc-1097	240	39	74	74	NUM
sc-1097	240	40	jan	jan	PROPN
sc-1097	240	41	oct	oct	PROPN
sc-1097	240	42	672	672	NUM
sc-1097	240	43	,	,	PUNCT
sc-1097	240	44	316	316	NUM
sc-1097	240	45	81	81	NUM
sc-1097	240	46	the	the	DET
sc-1097	240	47	expansion	expansion	NOUN
sc-1097	240	48	of	of	ADP
sc-1097	240	49	the	the	DET
sc-1097	240	50	bike	bike	NOUN
sc-1097	240	51	station	station	NOUN
sc-1097	240	52	network	network	NOUN
sc-1097	240	53	in	in	ADP
sc-1097	240	54	2018	2018	NUM
sc-1097	240	55	did	do	AUX
sc-1097	240	56	not	not	PART
sc-1097	240	57	change	change	VERB
sc-1097	240	58	the	the	DET
sc-1097	240	59	top	top	ADJ
sc-1097	240	60	5	5	NUM
sc-1097	240	61	most	most	ADV
sc-1097	240	62	popular	popular	ADJ
sc-1097	240	63	stations	station	NOUN
sc-1097	240	64	pattern	pattern	NOUN
sc-1097	240	65	.	.	PUNCT
sc-1097	241	1	as	as	SCONJ
sc-1097	241	2	shown	show	VERB
sc-1097	241	3	in	in	ADP
sc-1097	241	4	table	table	NOUN
sc-1097	241	5	10	10	NUM
sc-1097	241	6	,	,	PUNCT
sc-1097	241	7	the	the	DET
sc-1097	241	8	top	top	ADJ
sc-1097	241	9	5	5	NUM
sc-1097	241	10	most	most	ADV
sc-1097	241	11	popular	popular	ADJ
sc-1097	241	12	stations	station	NOUN
sc-1097	241	13	correspond	correspond	VERB
sc-1097	241	14	to	to	ADP
sc-1097	241	15	stations	station	NOUN
sc-1097	241	16	446	446	NUM
sc-1097	241	17	–	–	PUNCT
sc-1097	241	18	avenida	avenida	PROPN
sc-1097	241	19	da	da	PROPN
sc-1097	241	20	república	república	PROPN
sc-1097	241	21	/	/	SYM
sc-1097	241	22	interface	interface	PROPN
sc-1097	241	23	de	de	PROPN
sc-1097	241	24	entrecampos	entrecampos	PROPN
sc-1097	241	25	,	,	PUNCT
sc-1097	241	26	481	481	NUM
sc-1097	241	27	–	–	PUNCT
sc-1097	241	28	campo	campo	PROPN
sc-1097	241	29	grande	grande	PROPN
sc-1097	241	30	/	/	SYM
sc-1097	241	31	museu	museu	NOUN
sc-1097	241	32	da	da	PROPN
sc-1097	241	33	cidade	cidade	NOUN
sc-1097	241	34	,	,	PUNCT
sc-1097	241	35	417	417	NUM
sc-1097	241	36	–	–	PUNCT
sc-1097	241	37	avenida	avenida	PROPN
sc-1097	241	38	duque	duque	PROPN
sc-1097	241	39	de	de	PROPN
sc-1097	241	40	ávila	ávila	PROPN
sc-1097	241	41	,	,	PUNCT
sc-1097	241	42	421	421	NUM
sc-1097	241	43	–	–	PUNCT
sc-1097	241	44	alameda	alameda	PROPN
sc-1097	241	45	d.	d.	PROPN
sc-1097	241	46	afonso	afonso	PROPN
sc-1097	241	47	henriques	henrique	NOUN
sc-1097	241	48	,	,	PUNCT
sc-1097	241	49	and	and	CCONJ
sc-1097	241	50	105	105	NUM
sc-1097	241	51	–	–	PUNCT
sc-1097	241	52	centro	centro	X
sc-1097	241	53	comercial	comercial	PROPN
sc-1097	241	54	vasco	vasco	PROPN
sc-1097	241	55	da	da	PROPN
sc-1097	241	56	gama	gama	NOUN
sc-1097	241	57	.	.	PUNCT
sc-1097	242	1	these	these	DET
sc-1097	242	2	top	top	ADJ
sc-1097	242	3	5	5	NUM
sc-1097	242	4	most	most	ADV
sc-1097	242	5	popular	popular	ADJ
sc-1097	242	6	stations	station	NOUN
sc-1097	242	7	are	be	AUX
sc-1097	242	8	observed	observe	VERB
sc-1097	242	9	with	with	ADP
sc-1097	242	10	different	different	ADJ
sc-1097	242	11	ranking	ranking	NOUN
sc-1097	242	12	in	in	ADP
sc-1097	242	13	the	the	DET
sc-1097	242	14	analyzed	analyze	VERB
sc-1097	242	15	months	month	NOUN
sc-1097	242	16	in	in	ADP
sc-1097	242	17	2018	2018	NUM
sc-1097	242	18	.	.	PUNCT
sc-1097	243	1	the	the	DET
sc-1097	243	2	top	top	ADJ
sc-1097	243	3	5	5	NUM
sc-1097	243	4	most	most	ADV
sc-1097	243	5	popular	popular	ADJ
sc-1097	243	6	stations	station	NOUN
sc-1097	243	7	are	be	AUX
sc-1097	243	8	shown	show	VERB
sc-1097	243	9	and	and	CCONJ
sc-1097	243	10	numbered	number	VERB
sc-1097	243	11	in	in	ADP
sc-1097	243	12	figure	figure	NOUN
sc-1097	243	13	8	8	NUM
sc-1097	243	14	,	,	PUNCT
sc-1097	243	15	mapped	map	VERB
sc-1097	243	16	with	with	ADP
sc-1097	243	17	all	all	DET
sc-1097	243	18	the	the	DET
sc-1097	243	19	network	network	NOUN
sc-1097	243	20	bike	bike	NOUN
sc-1097	243	21	stations	station	NOUN
sc-1097	243	22	.	.	PUNCT
sc-1097	244	1	eai	eai	PROPN
sc-1097	244	2	endorsed	endorse	VERB
sc-1097	244	3	transactions	transaction	NOUN
sc-1097	244	4	on	on	ADP
sc-1097	244	5	smart	smart	ADJ
sc-1097	244	6	cities	city	NOUN
sc-1097	244	7	08	08	NUM
sc-1097	244	8	2021	2021	NUM
sc-1097	244	9	10	10	NUM
sc-1097	244	10	2021	2021	NUM
sc-1097	244	11	|	|	ADV
sc-1097	244	12	volume	volume	NOUN
sc-1097	244	13	5	5	NUM
sc-1097	244	14	|	|	ADV
sc-1097	244	15	issue	issue	NOUN
sc-1097	244	16	16	16	NUM
sc-1097	244	17	|	|	ADV
sc-1097	244	18	e2	e2	PROPN
sc-1097	244	19	vitória	vitória	PROPN
sc-1097	244	20	albuquerque	albuquerque	PROPN
sc-1097	244	21	et	et	PROPN
sc-1097	244	22	al	al	PROPN
sc-1097	244	23	.	.	PROPN
sc-1097	245	1	10	10	NUM
sc-1097	245	2	table	table	NOUN
sc-1097	245	3	10	10	NUM
sc-1097	245	4	.	.	PUNCT
sc-1097	246	1	top	top	ADJ
sc-1097	246	2	5	5	NUM
sc-1097	246	3	most	most	ADV
sc-1097	246	4	popular	popular	ADJ
sc-1097	246	5	stations	station	NOUN
sc-1097	246	6	month	month	NOUN
sc-1097	246	7	#	#	SYM
sc-1097	246	8	1	1	NUM
sc-1097	246	9	#	#	SYM
sc-1097	246	10	2	2	NUM
sc-1097	246	11	#	#	SYM
sc-1097	246	12	3	3	NUM
sc-1097	246	13	#	#	SYM
sc-1097	246	14	4	4	NUM
sc-1097	246	15	#	#	SYM
sc-1097	246	16	5	5	NUM
sc-1097	246	17	january	january	NOUN
sc-1097	246	18	446	446	NUM
sc-1097	246	19	105	105	NUM
sc-1097	246	20	481	481	NUM
sc-1097	246	21	417	417	NUM
sc-1097	246	22	403	403	NUM
sc-1097	246	23	february	february	PROPN
sc-1097	246	24	446	446	NUM
sc-1097	246	25	417	417	NUM
sc-1097	246	26	481	481	NUM
sc-1097	246	27	105	105	NUM
sc-1097	246	28	403	403	NUM
sc-1097	246	29	march	march	PROPN
sc-1097	246	30	446	446	NUM
sc-1097	246	31	417	417	NUM
sc-1097	246	32	481	481	NUM
sc-1097	246	33	105	105	NUM
sc-1097	246	34	403	403	NUM
sc-1097	246	35	april	april	PROPN
sc-1097	246	36	446	446	NUM
sc-1097	246	37	481	481	NUM
sc-1097	246	38	417	417	NUM
sc-1097	246	39	105	105	NUM
sc-1097	246	40	420	420	NUM
sc-1097	246	41	may	may	AUX
sc-1097	246	42	446	446	NUM
sc-1097	246	43	481	481	NUM
sc-1097	246	44	417	417	NUM
sc-1097	246	45	420	420	NUM
sc-1097	246	46	421	421	NUM
sc-1097	246	47	june	june	PROPN
sc-1097	246	48	446	446	NUM
sc-1097	246	49	481	481	NUM
sc-1097	246	50	421	421	NUM
sc-1097	246	51	417	417	NUM
sc-1097	246	52	105	105	NUM
sc-1097	246	53	july	july	PROPN
sc-1097	246	54	446	446	NUM
sc-1097	246	55	481	481	NUM
sc-1097	246	56	421	421	NUM
sc-1097	246	57	417	417	NUM
sc-1097	246	58	105	105	NUM
sc-1097	246	59	august	august	PROPN
sc-1097	246	60	446	446	NUM
sc-1097	246	61	481	481	NUM
sc-1097	246	62	421	421	NUM
sc-1097	246	63	417	417	NUM
sc-1097	246	64	105	105	NUM
sc-1097	246	65	september	september	PROPN
sc-1097	246	66	481	481	NUM
sc-1097	246	67	446	446	NUM
sc-1097	246	68	417	417	NUM
sc-1097	246	69	421	421	NUM
sc-1097	246	70	105	105	NUM
sc-1097	246	71	october	october	PROPN
sc-1097	246	72	481	481	NUM
sc-1097	246	73	421	421	NUM
sc-1097	246	74	446	446	NUM
sc-1097	246	75	417	417	NUM
sc-1097	246	76	443	443	NUM
sc-1097	246	77	jan	jan	PROPN
sc-1097	246	78	oct	oct	PROPN
sc-1097	246	79	446	446	NUM
sc-1097	246	80	481	481	NUM
sc-1097	246	81	417	417	NUM
sc-1097	246	82	421	421	NUM
sc-1097	246	83	105	105	NUM
sc-1097	246	84	figure	figure	NOUN
sc-1097	246	85	9	9	NUM
sc-1097	246	86	.	.	PUNCT
sc-1097	247	1	lisbon	lisbon	PROPN
sc-1097	247	2	bss	bss	PROPN
sc-1097	247	3	stations	station	NOUN
sc-1097	247	4	map	map	VERB
sc-1097	247	5	with	with	ADP
sc-1097	247	6	the	the	DET
sc-1097	247	7	top	top	ADJ
sc-1097	247	8	5	5	NUM
sc-1097	247	9	most	most	ADV
sc-1097	247	10	popular	popular	ADJ
sc-1097	247	11	stations	station	NOUN
sc-1097	247	12	i	i	NOUN
sc-1097	247	13	d	d	PROPN
sc-1097	247	14	number	number	NOUN
sc-1097	247	15	identified	identify	VERB
sc-1097	247	16	this	this	PRON
sc-1097	247	17	is	be	AUX
sc-1097	247	18	also	also	ADV
sc-1097	247	19	shown	show	VERB
sc-1097	247	20	in	in	ADP
sc-1097	247	21	the	the	DET
sc-1097	247	22	station	station	NOUN
sc-1097	247	23	trip	trip	NOUN
sc-1097	247	24	heatmap	heatmap	NOUN
sc-1097	247	25	(	(	PUNCT
sc-1097	247	26	see	see	VERB
sc-1097	247	27	fig	fig	NOUN
sc-1097	247	28	.	.	PUNCT
sc-1097	248	1	10	10	NUM
sc-1097	248	2	)	)	PUNCT
sc-1097	248	3	,	,	PUNCT
sc-1097	248	4	where	where	SCONJ
sc-1097	248	5	the	the	DET
sc-1097	248	6	orange	orange	PROPN
sc-1097	248	7	color	color	NOUN
sc-1097	248	8	corresponds	correspond	VERB
sc-1097	248	9	to	to	ADP
sc-1097	248	10	a	a	DET
sc-1097	248	11	higher	high	ADJ
sc-1097	248	12	number	number	NOUN
sc-1097	248	13	of	of	ADP
sc-1097	248	14	station	station	NOUN
sc-1097	248	15	trips	trip	NOUN
sc-1097	248	16	in	in	ADP
sc-1097	248	17	a	a	DET
sc-1097	248	18	gradient	gradient	NOUN
sc-1097	248	19	to	to	PART
sc-1097	248	20	yellow	yellow	VERB
sc-1097	248	21	,	,	PUNCT
sc-1097	248	22	green	green	ADJ
sc-1097	248	23	and	and	CCONJ
sc-1097	248	24	purple	purple	ADJ
sc-1097	248	25	lower	low	ADJ
sc-1097	248	26	station	station	NOUN
sc-1097	248	27	trips	trip	NOUN
sc-1097	248	28	.	.	PUNCT
sc-1097	249	1	figure	figure	NOUN
sc-1097	249	2	10	10	NUM
sc-1097	249	3	.	.	PUNCT
sc-1097	250	1	station	station	NOUN
sc-1097	250	2	trip	trip	NOUN
sc-1097	250	3	heatmap	heatmap	NOUN
sc-1097	250	4	.	.	PUNCT
sc-1097	251	1	the	the	DET
sc-1097	251	2	orange	orange	PROPN
sc-1097	251	3	color	color	NOUN
sc-1097	251	4	corresponds	correspond	VERB
sc-1097	251	5	to	to	ADP
sc-1097	251	6	a	a	DET
sc-1097	251	7	higher	high	ADJ
sc-1097	251	8	number	number	NOUN
sc-1097	251	9	of	of	ADP
sc-1097	251	10	station	station	NOUN
sc-1097	251	11	trips	trip	NOUN
sc-1097	251	12	,	,	PUNCT
sc-1097	251	13	whereas	whereas	SCONJ
sc-1097	251	14	purple	purple	ADJ
sc-1097	251	15	,	,	PUNCT
sc-1097	251	16	to	to	ADP
sc-1097	251	17	a	a	DET
sc-1097	251	18	lower	low	ADJ
sc-1097	251	19	.	.	PUNCT
sc-1097	252	1	if	if	SCONJ
sc-1097	252	2	we	we	PRON
sc-1097	252	3	look	look	VERB
sc-1097	252	4	at	at	ADP
sc-1097	252	5	the	the	DET
sc-1097	252	6	flow	flow	NOUN
sc-1097	252	7	level	level	NOUN
sc-1097	252	8	(	(	PUNCT
sc-1097	252	9	highest	high	ADJ
sc-1097	252	10	inflow	inflow	NOUN
sc-1097	252	11	and	and	CCONJ
sc-1097	252	12	outflow	outflow	NOUN
sc-1097	252	13	)	)	PUNCT
sc-1097	252	14	,	,	PUNCT
sc-1097	252	15	we	we	PRON
sc-1097	252	16	observe	observe	VERB
sc-1097	252	17	similarities	similarity	NOUN
sc-1097	252	18	to	to	ADP
sc-1097	252	19	the	the	DET
sc-1097	252	20	top	top	ADJ
sc-1097	252	21	5	5	NUM
sc-1097	252	22	most	most	ADV
sc-1097	252	23	popular	popular	ADJ
sc-1097	252	24	stations	station	NOUN
sc-1097	252	25	.	.	PUNCT
sc-1097	253	1	the	the	DET
sc-1097	253	2	top	top	ADJ
sc-1097	253	3	5	5	NUM
sc-1097	253	4	stations	station	NOUN
sc-1097	253	5	with	with	ADP
sc-1097	253	6	the	the	DET
sc-1097	253	7	highest	high	ADJ
sc-1097	253	8	inflow	inflow	NOUN
sc-1097	253	9	in	in	ADP
sc-1097	253	10	2018	2018	NUM
sc-1097	253	11	(	(	PUNCT
sc-1097	253	12	from	from	ADP
sc-1097	253	13	january	january	PROPN
sc-1097	253	14	to	to	ADP
sc-1097	253	15	october	october	PROPN
sc-1097	253	16	)	)	PUNCT
sc-1097	253	17	,	,	PUNCT
sc-1097	253	18	are	be	AUX
sc-1097	253	19	listed	list	VERB
sc-1097	253	20	in	in	ADP
sc-1097	253	21	table	table	NOUN
sc-1097	253	22	11	11	NUM
sc-1097	253	23	,	,	PUNCT
sc-1097	253	24	as	as	SCONJ
sc-1097	253	25	follows	follow	VERB
sc-1097	253	26	:	:	PUNCT
sc-1097	253	27	481	481	NUM
sc-1097	253	28	–	–	PUNCT
sc-1097	253	29	campo	campo	PROPN
sc-1097	253	30	grande	grande	PROPN
sc-1097	253	31	/	/	SYM
sc-1097	253	32	museu	museu	NOUN
sc-1097	253	33	da	da	PROPN
sc-1097	253	34	cidade	cidade	NOUN
sc-1097	253	35	,	,	PUNCT
sc-1097	253	36	446	446	NUM
sc-1097	253	37	interface	interface	NOUN
sc-1097	253	38	de	de	PROPN
sc-1097	253	39	entrecampos	entrecampos	NOUN
sc-1097	253	40	,	,	PUNCT
sc-1097	253	41	417	417	NUM
sc-1097	253	42	–	–	PUNCT
sc-1097	253	43	avenida	avenida	PROPN
sc-1097	253	44	duque	duque	PROPN
sc-1097	253	45	de	de	PROPN
sc-1097	253	46	ávila	ávila	PROPN
sc-1097	253	47	,	,	PUNCT
sc-1097	253	48	421	421	NUM
sc-1097	253	49	–	–	PUNCT
sc-1097	253	50	alameda	alameda	PROPN
sc-1097	253	51	d.	d.	PROPN
sc-1097	253	52	afonso	afonso	PROPN
sc-1097	253	53	henriques	henrique	NOUN
sc-1097	253	54	,	,	PUNCT
sc-1097	253	55	and	and	CCONJ
sc-1097	253	56	105	105	NUM
sc-1097	253	57	–	–	PUNCT
sc-1097	253	58	centro	centro	X
sc-1097	253	59	comercial	comercial	PROPN
sc-1097	253	60	vasco	vasco	PROPN
sc-1097	253	61	da	da	PROPN
sc-1097	253	62	gama	gama	NOUN
sc-1097	253	63	.	.	PUNCT
sc-1097	254	1	table	table	NOUN
sc-1097	254	2	11	11	NUM
sc-1097	254	3	.	.	PUNCT
sc-1097	255	1	top	top	ADJ
sc-1097	255	2	5	5	NUM
sc-1097	255	3	stations	station	NOUN
sc-1097	255	4	with	with	ADP
sc-1097	255	5	highest	high	ADJ
sc-1097	255	6	inflow	inflow	NOUN
sc-1097	255	7	month	month	NOUN
sc-1097	255	8	#	#	SYM
sc-1097	255	9	1	1	NUM
sc-1097	255	10	#	#	SYM
sc-1097	255	11	2	2	NUM
sc-1097	255	12	#	#	SYM
sc-1097	255	13	3	3	NUM
sc-1097	255	14	#	#	SYM
sc-1097	255	15	4	4	NUM
sc-1097	255	16	#	#	SYM
sc-1097	255	17	5	5	NUM
sc-1097	255	18	january	january	NOUN
sc-1097	255	19	446	446	NUM
sc-1097	255	20	481	481	NUM
sc-1097	255	21	105	105	NUM
sc-1097	255	22	417	417	NUM
sc-1097	255	23	403	403	NUM
sc-1097	255	24	february	february	PROPN
sc-1097	255	25	446	446	NUM
sc-1097	255	26	481	481	NUM
sc-1097	255	27	403	403	NUM
sc-1097	255	28	417	417	NUM
sc-1097	255	29	105	105	NUM
sc-1097	255	30	march	march	NOUN
sc-1097	255	31	446	446	NUM
sc-1097	255	32	417	417	NUM
sc-1097	255	33	481	481	NUM
sc-1097	255	34	105	105	NUM
sc-1097	255	35	403	403	NUM
sc-1097	255	36	april	april	PROPN
sc-1097	255	37	481	481	NUM
sc-1097	255	38	446	446	NUM
sc-1097	255	39	417	417	NUM
sc-1097	255	40	105	105	NUM
sc-1097	255	41	403	403	NUM
sc-1097	255	42	may	may	AUX
sc-1097	255	43	481	481	NUM
sc-1097	255	44	446	446	NUM
sc-1097	255	45	417	417	NUM
sc-1097	255	46	420	420	NUM
sc-1097	255	47	421	421	NUM
sc-1097	255	48	june	june	PROPN
sc-1097	255	49	481	481	NUM
sc-1097	256	1	421	421	NUM
sc-1097	256	2	446	446	NUM
sc-1097	256	3	417	417	NUM
sc-1097	256	4	105	105	NUM
sc-1097	256	5	july	july	PROPN
sc-1097	256	6	446	446	NUM
sc-1097	256	7	421	421	NUM
sc-1097	256	8	481	481	NUM
sc-1097	256	9	417	417	NUM
sc-1097	256	10	105	105	NUM
sc-1097	256	11	august	august	PROPN
sc-1097	256	12	446	446	NUM
sc-1097	256	13	481	481	NUM
sc-1097	256	14	421	421	NUM
sc-1097	256	15	417	417	NUM
sc-1097	256	16	105	105	NUM
sc-1097	256	17	september	september	PROPN
sc-1097	256	18	481	481	NUM
sc-1097	256	19	417	417	NUM
sc-1097	256	20	421	421	NUM
sc-1097	256	21	446	446	NUM
sc-1097	256	22	105	105	NUM
sc-1097	256	23	october	october	NOUN
sc-1097	256	24	481	481	NUM
sc-1097	256	25	421	421	NUM
sc-1097	256	26	417	417	NUM
sc-1097	256	27	446	446	NUM
sc-1097	256	28	443	443	NUM
sc-1097	256	29	jan	jan	PROPN
sc-1097	256	30	oct	oct	PROPN
sc-1097	256	31	481	481	NUM
sc-1097	256	32	446	446	NUM
sc-1097	256	33	417	417	NUM
sc-1097	256	34	421	421	NUM
sc-1097	256	35	105	105	NUM
sc-1097	256	36	the	the	DET
sc-1097	256	37	top	top	ADJ
sc-1097	256	38	5	5	NUM
sc-1097	256	39	stations	station	NOUN
sc-1097	256	40	with	with	ADP
sc-1097	256	41	the	the	DET
sc-1097	256	42	highest	high	ADJ
sc-1097	256	43	outflow	outflow	NOUN
sc-1097	256	44	in	in	ADP
sc-1097	256	45	2018	2018	NUM
sc-1097	256	46	(	(	PUNCT
sc-1097	256	47	see	see	VERB
sc-1097	256	48	table	table	NOUN
sc-1097	256	49	12	12	NUM
sc-1097	256	50	)	)	PUNCT
sc-1097	256	51	are	be	AUX
sc-1097	256	52	:	:	PUNCT
sc-1097	256	53	446	446	NUM
sc-1097	256	54	interface	interface	NOUN
sc-1097	256	55	de	de	PROPN
sc-1097	256	56	entrecampos	entrecampos	PROPN
sc-1097	256	57	,	,	PUNCT
sc-1097	256	58	481	481	NUM
sc-1097	256	59	–	–	PUNCT
sc-1097	256	60	campo	campo	PROPN
sc-1097	256	61	eai	eai	PROPN
sc-1097	256	62	endorsed	endorse	VERB
sc-1097	256	63	transactions	transaction	NOUN
sc-1097	256	64	on	on	ADP
sc-1097	256	65	smart	smart	ADJ
sc-1097	256	66	cities	city	NOUN
sc-1097	256	67	08	08	NUM
sc-1097	256	68	2021	2021	NUM
sc-1097	256	69	10	10	NUM
sc-1097	256	70	2021	2021	NUM
sc-1097	256	71	|	|	ADV
sc-1097	256	72	volume	volume	NOUN
sc-1097	256	73	5	5	NUM
sc-1097	256	74	|	|	ADV
sc-1097	256	75	issue	issue	NOUN
sc-1097	256	76	16	16	NUM
sc-1097	257	1	|	|	NOUN
sc-1097	257	2	e2	e2	PROPN
sc-1097	257	3	bike	bike	NOUN
sc-1097	257	4	-	-	PUNCT
sc-1097	257	5	sharing	share	VERB
sc-1097	257	6	mobility	mobility	NOUN
sc-1097	257	7	patterns	pattern	NOUN
sc-1097	257	8	:	:	PUNCT
sc-1097	257	9	a	a	DET
sc-1097	257	10	data	data	NOUN
sc-1097	257	11	-	-	PUNCT
sc-1097	257	12	driven	drive	VERB
sc-1097	257	13	analysis	analysis	NOUN
sc-1097	257	14	for	for	ADP
sc-1097	257	15	the	the	DET
sc-1097	257	16	city	city	NOUN
sc-1097	257	17	of	of	ADP
sc-1097	257	18	lisbon	lisbon	PROPN
sc-1097	257	19	11	11	NUM
sc-1097	257	20	grande	grande	PROPN
sc-1097	257	21	/	/	SYM
sc-1097	257	22	museu	museu	NOUN
sc-1097	257	23	da	da	PROPN
sc-1097	257	24	cidade	cidade	NOUN
sc-1097	257	25	,	,	PUNCT
sc-1097	257	26	417	417	NUM
sc-1097	257	27	–	–	PUNCT
sc-1097	257	28	avenida	avenida	PROPN
sc-1097	257	29	duque	duque	PROPN
sc-1097	257	30	de	de	PROPN
sc-1097	257	31	ávila	ávila	PROPN
sc-1097	257	32	,	,	PUNCT
sc-1097	257	33	421	421	NUM
sc-1097	257	34	–	–	PUNCT
sc-1097	257	35	alameda	alameda	PROPN
sc-1097	257	36	d.	d.	PROPN
sc-1097	257	37	afonso	afonso	PROPN
sc-1097	257	38	henriques	henrique	NOUN
sc-1097	257	39	,	,	PUNCT
sc-1097	257	40	and	and	CCONJ
sc-1097	257	41	105	105	NUM
sc-1097	257	42	–	–	PUNCT
sc-1097	257	43	centro	centro	X
sc-1097	257	44	comercial	comercial	PROPN
sc-1097	257	45	vasco	vasco	PROPN
sc-1097	257	46	da	da	PROPN
sc-1097	257	47	gama	gama	NOUN
sc-1097	257	48	.	.	PUNCT
sc-1097	258	1	we	we	PRON
sc-1097	258	2	conclude	conclude	VERB
sc-1097	258	3	that	that	SCONJ
sc-1097	258	4	although	although	SCONJ
sc-1097	258	5	the	the	DET
sc-1097	258	6	highest	high	ADJ
sc-1097	258	7	inflow	inflow	NOUN
sc-1097	258	8	and	and	CCONJ
sc-1097	258	9	outflow	outflow	ADJ
sc-1097	258	10	top	top	ADJ
sc-1097	258	11	5	5	NUM
sc-1097	258	12	stations	station	NOUN
sc-1097	258	13	are	be	AUX
sc-1097	258	14	the	the	DET
sc-1097	258	15	same	same	ADJ
sc-1097	258	16	,	,	PUNCT
sc-1097	258	17	the	the	DET
sc-1097	258	18	first	first	ADJ
sc-1097	258	19	two	two	NUM
sc-1097	258	20	are	be	AUX
sc-1097	258	21	ranked	rank	VERB
sc-1097	258	22	differently	differently	ADV
sc-1097	258	23	.	.	PUNCT
sc-1097	259	1	table	table	NOUN
sc-1097	259	2	12	12	NUM
sc-1097	259	3	.	.	PUNCT
sc-1097	260	1	top	top	ADJ
sc-1097	260	2	5	5	NUM
sc-1097	260	3	stations	station	NOUN
sc-1097	260	4	with	with	ADP
sc-1097	260	5	highest	high	ADJ
sc-1097	260	6	outflow	outflow	ADJ
sc-1097	260	7	month	month	NOUN
sc-1097	260	8	#	#	SYM
sc-1097	260	9	1	1	NUM
sc-1097	260	10	#	#	SYM
sc-1097	260	11	2	2	NUM
sc-1097	260	12	#	#	SYM
sc-1097	260	13	3	3	NUM
sc-1097	260	14	#	#	SYM
sc-1097	260	15	4	4	NUM
sc-1097	260	16	#	#	SYM
sc-1097	260	17	5	5	NUM
sc-1097	260	18	january	january	NOUN
sc-1097	260	19	446	446	NUM
sc-1097	260	20	105	105	NUM
sc-1097	260	21	481	481	NUM
sc-1097	260	22	417	417	NUM
sc-1097	260	23	403	403	NUM
sc-1097	260	24	february	february	PROPN
sc-1097	260	25	446	446	NUM
sc-1097	260	26	417	417	NUM
sc-1097	260	27	481	481	NUM
sc-1097	260	28	105	105	NUM
sc-1097	260	29	403	403	NUM
sc-1097	260	30	march	march	PROPN
sc-1097	260	31	446	446	NUM
sc-1097	260	32	417	417	NUM
sc-1097	260	33	481	481	NUM
sc-1097	260	34	105	105	NUM
sc-1097	260	35	403	403	NUM
sc-1097	260	36	april	april	PROPN
sc-1097	260	37	446	446	NUM
sc-1097	260	38	481	481	NUM
sc-1097	260	39	417	417	NUM
sc-1097	260	40	105	105	NUM
sc-1097	260	41	420	420	NUM
sc-1097	260	42	may	may	AUX
sc-1097	260	43	446	446	NUM
sc-1097	260	44	481	481	NUM
sc-1097	260	45	417	417	NUM
sc-1097	260	46	420	420	NUM
sc-1097	260	47	421	421	NUM
sc-1097	260	48	june	june	PROPN
sc-1097	260	49	446	446	NUM
sc-1097	260	50	481	481	NUM
sc-1097	260	51	421	421	NUM
sc-1097	260	52	417	417	NUM
sc-1097	260	53	105	105	NUM
sc-1097	260	54	july	july	PROPN
sc-1097	260	55	446	446	NUM
sc-1097	260	56	481	481	NUM
sc-1097	260	57	421	421	NUM
sc-1097	260	58	417	417	NUM
sc-1097	260	59	105	105	NUM
sc-1097	260	60	august	august	PROPN
sc-1097	260	61	446	446	NUM
sc-1097	260	62	481	481	NUM
sc-1097	260	63	421	421	NUM
sc-1097	260	64	417	417	NUM
sc-1097	260	65	105	105	NUM
sc-1097	260	66	september	september	PROPN
sc-1097	260	67	481	481	NUM
sc-1097	260	68	446	446	NUM
sc-1097	260	69	417	417	NUM
sc-1097	260	70	421	421	NUM
sc-1097	260	71	105	105	NUM
sc-1097	260	72	october	october	PROPN
sc-1097	260	73	481	481	NUM
sc-1097	260	74	421	421	NUM
sc-1097	260	75	446	446	NUM
sc-1097	260	76	417	417	NUM
sc-1097	260	77	443	443	NUM
sc-1097	260	78	jan	jan	PROPN
sc-1097	260	79	oct	oct	PROPN
sc-1097	260	80	446	446	NUM
sc-1097	260	81	481	481	NUM
sc-1097	260	82	417	417	NUM
sc-1097	260	83	421	421	NUM
sc-1097	260	84	105	105	NUM
sc-1097	260	85	looking	look	VERB
sc-1097	260	86	at	at	ADP
sc-1097	260	87	the	the	DET
sc-1097	260	88	top	top	ADJ
sc-1097	260	89	5	5	NUM
sc-1097	260	90	most	most	ADV
sc-1097	260	91	frequent	frequent	ADJ
sc-1097	260	92	station	station	NOUN
sc-1097	260	93	pairs	pair	NOUN
sc-1097	260	94	on	on	ADP
sc-1097	260	95	weekdays	weekday	NOUN
sc-1097	260	96	and	and	CCONJ
sc-1097	260	97	weekend	weekend	NOUN
sc-1097	260	98	,	,	PUNCT
sc-1097	260	99	we	we	PRON
sc-1097	260	100	observe	observe	VERB
sc-1097	260	101	that	that	SCONJ
sc-1097	260	102	in	in	ADP
sc-1097	260	103	the	the	DET
sc-1097	260	104	weekdays	weekday	NOUN
sc-1097	260	105	(	(	PUNCT
sc-1097	260	106	table	table	NOUN
sc-1097	260	107	13	13	NUM
sc-1097	260	108	)	)	PUNCT
sc-1097	260	109	,	,	PUNCT
sc-1097	260	110	most	most	ADJ
sc-1097	260	111	trips	trip	NOUN
sc-1097	260	112	take	take	VERB
sc-1097	260	113	place	place	NOUN
sc-1097	260	114	in	in	ADP
sc-1097	260	115	parque	parque	NOUN
sc-1097	260	116	das	das	PROPN
sc-1097	260	117	nações	nações	NOUN
sc-1097	260	118	and	and	CCONJ
sc-1097	260	119	in	in	ADP
sc-1097	260	120	the	the	DET
sc-1097	260	121	axis	axis	NOUN
sc-1097	260	122	campo	campo	NOUN
sc-1097	260	123	grande	grande	NOUN
sc-1097	260	124	-	-	PUNCT
sc-1097	260	125	saldanha	saldanha	NOUN
sc-1097	260	126	.	.	PUNCT
sc-1097	261	1	in	in	ADP
sc-1097	261	2	parque	parque	ADJ
sc-1097	261	3	das	das	PROPN
sc-1097	261	4	nações	nações	NOUN
sc-1097	261	5	,	,	PUNCT
sc-1097	261	6	the	the	DET
sc-1097	261	7	most	most	ADV
sc-1097	261	8	used	used	ADJ
sc-1097	261	9	station	station	NOUN
sc-1097	261	10	pair	pair	NOUN
sc-1097	261	11	from	from	ADP
sc-1097	261	12	station	station	NOUN
sc-1097	261	13	109	109	NUM
sc-1097	261	14	–	–	PUNCT
sc-1097	261	15	alameda	alameda	PROPN
sc-1097	261	16	dos	do	VERB
sc-1097	261	17	oceanos	oceanos	PROPN
sc-1097	261	18	/	/	SYM
sc-1097	261	19	rua	rua	PROPN
sc-1097	261	20	do	do	VERB
sc-1097	261	21	zambeze	zambeze	NOUN
sc-1097	261	22	to	to	PART
sc-1097	261	23	station	station	VERB
sc-1097	261	24	105	105	NUM
sc-1097	261	25	–	–	PUNCT
sc-1097	261	26	centro	centro	X
sc-1097	261	27	comercial	comercial	PROPN
sc-1097	261	28	vasco	vasco	PROPN
sc-1097	261	29	da	da	PROPN
sc-1097	261	30	gama	gama	NOUN
sc-1097	261	31	and	and	CCONJ
sc-1097	261	32	in	in	ADP
sc-1097	261	33	the	the	DET
sc-1097	261	34	opposite	opposite	ADJ
sc-1097	261	35	direction	direction	NOUN
sc-1097	261	36	.	.	PUNCT
sc-1097	262	1	most	most	ADJ
sc-1097	262	2	frequent	frequent	ADJ
sc-1097	262	3	station	station	NOUN
sc-1097	262	4	pairs	pair	NOUN
sc-1097	262	5	in	in	ADP
sc-1097	262	6	weekdays	weekday	NOUN
sc-1097	262	7	are	be	AUX
sc-1097	262	8	also	also	ADV
sc-1097	262	9	observed	observe	VERB
sc-1097	262	10	in	in	ADP
sc-1097	262	11	the	the	DET
sc-1097	262	12	campo	campo	NOUN
sc-1097	262	13	grande	grande	NOUN
sc-1097	262	14	to	to	ADP
sc-1097	262	15	saldanha	saldanha	NOUN
sc-1097	262	16	axis	axis	ADJ
sc-1097	262	17	.	.	PUNCT
sc-1097	263	1	this	this	PRON
sc-1097	263	2	also	also	ADV
sc-1097	263	3	correspond	correspond	VERB
sc-1097	263	4	to	to	PART
sc-1097	263	5	top	top	VERB
sc-1097	263	6	5	5	NUM
sc-1097	263	7	popular	popular	ADJ
sc-1097	263	8	stations	station	NOUN
sc-1097	263	9	as	as	ADV
sc-1097	263	10	well	well	ADV
sc-1097	263	11	as	as	ADP
sc-1097	263	12	inflow	inflow	NOUN
sc-1097	263	13	and	and	CCONJ
sc-1097	263	14	outflow	outflow	NOUN
sc-1097	263	15	stations	station	NOUN
sc-1097	263	16	,	,	PUNCT
sc-1097	263	17	namely	namely	ADV
sc-1097	263	18	,	,	PUNCT
sc-1097	263	19	from	from	ADP
sc-1097	263	20	station	station	NOUN
sc-1097	263	21	446	446	NUM
sc-1097	263	22	–	–	PUNCT
sc-1097	263	23	avenida	avenida	PROPN
sc-1097	263	24	da	da	PROPN
sc-1097	263	25	república	república	PROPN
sc-1097	263	26	/	/	SYM
sc-1097	263	27	interface	interface	PROPN
sc-1097	263	28	de	de	X
sc-1097	263	29	entrecampos	entrecampos	NOUN
sc-1097	263	30	to	to	PART
sc-1097	263	31	station	station	VERB
sc-1097	263	32	403	403	NUM
sc-1097	263	33	–	–	PUNCT
sc-1097	263	34	avenida	avenida	PROPN
sc-1097	263	35	fontes	fonte	VERB
sc-1097	263	36	pereira	pereira	PROPN
sc-1097	263	37	de	de	PROPN
sc-1097	263	38	melo	melo	PROPN
sc-1097	263	39	,	,	PUNCT
sc-1097	263	40	and	and	CCONJ
sc-1097	263	41	from	from	ADP
sc-1097	263	42	station	station	NOUN
sc-1097	263	43	446	446	NUM
sc-1097	263	44	–	–	PUNCT
sc-1097	263	45	avenida	avenida	PROPN
sc-1097	263	46	da	da	PROPN
sc-1097	263	47	república	república	PROPN
sc-1097	263	48	/	/	SYM
sc-1097	263	49	interface	interface	PROPN
sc-1097	263	50	de	de	X
sc-1097	263	51	entrecampos	entrecampos	NOUN
sc-1097	263	52	to	to	PART
sc-1097	263	53	station	station	VERB
sc-1097	263	54	481	481	NUM
sc-1097	263	55	–	–	PUNCT
sc-1097	263	56	campo	campo	PROPN
sc-1097	263	57	grande	grande	PROPN
sc-1097	263	58	/	/	SYM
sc-1097	263	59	museu	museu	NOUN
sc-1097	263	60	da	da	PROPN
sc-1097	263	61	cidade	cidade	PROPN
sc-1097	263	62	.	.	PUNCT
sc-1097	263	63	table	table	NOUN
sc-1097	263	64	13	13	NUM
sc-1097	263	65	.	.	PUNCT
sc-1097	264	1	top	top	ADJ
sc-1097	264	2	5	5	NUM
sc-1097	264	3	frequent	frequent	ADJ
sc-1097	264	4	stations	station	NOUN
sc-1097	264	5	pairs	pair	NOUN
sc-1097	264	6	in	in	ADP
sc-1097	264	7	weekdays	weekday	NOUN
sc-1097	264	8	month	month	NOUN
sc-1097	264	9	#	#	SYM
sc-1097	264	10	1	1	NUM
sc-1097	264	11	#	#	SYM
sc-1097	264	12	2	2	NUM
sc-1097	264	13	#	#	SYM
sc-1097	264	14	3	3	NUM
sc-1097	264	15	#	#	SYM
sc-1097	264	16	4	4	NUM
sc-1097	264	17	#	#	SYM
sc-1097	264	18	5	5	NUM
sc-1097	264	19	january	january	PROPN
sc-1097	264	20	105	105	NUM
sc-1097	264	21	-	-	SYM
sc-1097	264	22	109	109	NUM
sc-1097	264	23	403	403	NUM
sc-1097	264	24	-	-	SYM
sc-1097	264	25	446	446	NUM
sc-1097	264	26	109	109	NUM
sc-1097	264	27	-	-	SYM
sc-1097	264	28	105	105	NUM
sc-1097	264	29	105	105	NUM
sc-1097	264	30	-	-	SYM
sc-1097	264	31	110	110	NUM
sc-1097	264	32	446	446	NUM
sc-1097	264	33	-	-	SYM
sc-1097	264	34	403	403	NUM
sc-1097	264	35	february	february	PROPN
sc-1097	264	36	105	105	NUM
sc-1097	264	37	-	-	SYM
sc-1097	264	38	109	109	NUM
sc-1097	264	39	109	109	NUM
sc-1097	264	40	-	-	NUM
sc-1097	264	41	105	105	NUM
sc-1097	264	42	446	446	NUM
sc-1097	264	43	-	-	NUM
sc-1097	264	44	403	403	NUM
sc-1097	264	45	403	403	NUM
sc-1097	264	46	-	-	SYM
sc-1097	264	47	446	446	NUM
sc-1097	264	48	105	105	NUM
sc-1097	264	49	-	-	SYM
sc-1097	264	50	107	107	NUM
sc-1097	264	51	march	march	PROPN
sc-1097	264	52	109	109	NUM
sc-1097	264	53	-	-	SYM
sc-1097	264	54	105	105	NUM
sc-1097	264	55	446	446	NUM
sc-1097	264	56	-	-	NUM
sc-1097	264	57	403	403	NUM
sc-1097	264	58	105	105	NUM
sc-1097	264	59	-	-	SYM
sc-1097	264	60	109	109	NUM
sc-1097	264	61	403	403	NUM
sc-1097	264	62	-	-	SYM
sc-1097	264	63	446	446	NUM
sc-1097	264	64	107	107	NUM
sc-1097	264	65	-	-	SYM
sc-1097	264	66	105	105	NUM
sc-1097	264	67	april	april	PROPN
sc-1097	264	68	109	109	NUM
sc-1097	264	69	-	-	SYM
sc-1097	264	70	105	105	NUM
sc-1097	264	71	105	105	NUM
sc-1097	264	72	-	-	SYM
sc-1097	264	73	109	109	NUM
sc-1097	264	74	446	446	NUM
sc-1097	264	75	-	-	SYM
sc-1097	264	76	403	403	NUM
sc-1097	264	77	110	110	NUM
sc-1097	264	78	-	-	SYM
sc-1097	264	79	105	105	NUM
sc-1097	264	80	107	107	NUM
sc-1097	264	81	-	-	SYM
sc-1097	264	82	105	105	NUM
sc-1097	264	83	may	may	PROPN
sc-1097	264	84	105	105	NUM
sc-1097	264	85	-	-	SYM
sc-1097	264	86	109	109	NUM
sc-1097	264	87	109	109	NUM
sc-1097	264	88	-	-	NUM
sc-1097	264	89	105	105	NUM
sc-1097	264	90	446	446	NUM
sc-1097	264	91	-	-	NUM
sc-1097	264	92	403	403	NUM
sc-1097	264	93	446	446	NUM
sc-1097	264	94	-	-	SYM
sc-1097	264	95	481	481	NUM
sc-1097	264	96	403	403	NUM
sc-1097	264	97	-	-	SYM
sc-1097	264	98	446	446	NUM
sc-1097	264	99	june	june	PROPN
sc-1097	264	100	105	105	NUM
sc-1097	264	101	-	-	SYM
sc-1097	264	102	109	109	NUM
sc-1097	264	103	109	109	NUM
sc-1097	264	104	-	-	SYM
sc-1097	264	105	105	105	NUM
sc-1097	264	106	107	107	NUM
sc-1097	264	107	-	-	SYM
sc-1097	264	108	105	105	NUM
sc-1097	264	109	105	105	NUM
sc-1097	264	110	-	-	SYM
sc-1097	264	111	107	107	NUM
sc-1097	264	112	446	446	NUM
sc-1097	264	113	-	-	SYM
sc-1097	264	114	403	403	NUM
sc-1097	264	115	july	july	PROPN
sc-1097	264	116	109	109	NUM
sc-1097	264	117	-	-	SYM
sc-1097	264	118	105	105	NUM
sc-1097	264	119	105	105	NUM
sc-1097	264	120	-	-	SYM
sc-1097	264	121	109	109	NUM
sc-1097	264	122	105	105	NUM
sc-1097	264	123	-	-	SYM
sc-1097	264	124	107	107	NUM
sc-1097	264	125	446	446	NUM
sc-1097	264	126	-	-	SYM
sc-1097	264	127	481	481	NUM
sc-1097	264	128	107	107	NUM
sc-1097	264	129	-	-	SYM
sc-1097	264	130	105	105	NUM
sc-1097	264	131	august	august	PROPN
sc-1097	264	132	109	109	NUM
sc-1097	264	133	-	-	SYM
sc-1097	264	134	105	105	NUM
sc-1097	264	135	105	105	NUM
sc-1097	264	136	-	-	SYM
sc-1097	264	137	109	109	NUM
sc-1097	264	138	107	107	NUM
sc-1097	264	139	-	-	SYM
sc-1097	264	140	105	105	NUM
sc-1097	264	141	105	105	NUM
sc-1097	264	142	-	-	SYM
sc-1097	264	143	107	107	NUM
sc-1097	264	144	446	446	NUM
sc-1097	264	145	-	-	SYM
sc-1097	264	146	481	481	NUM
sc-1097	264	147	september	september	PROPN
sc-1097	264	148	105	105	NUM
sc-1097	264	149	-	-	SYM
sc-1097	264	150	109	109	NUM
sc-1097	264	151	109	109	NUM
sc-1097	264	152	-	-	NUM
sc-1097	264	153	105	105	NUM
sc-1097	264	154	446	446	NUM
sc-1097	264	155	-	-	SYM
sc-1097	264	156	481	481	NUM
sc-1097	264	157	107	107	NUM
sc-1097	264	158	-	-	SYM
sc-1097	264	159	105	105	NUM
sc-1097	264	160	105	105	NUM
sc-1097	264	161	-	-	SYM
sc-1097	264	162	107	107	NUM
sc-1097	264	163	october	october	PROPN
sc-1097	264	164	109	109	NUM
sc-1097	264	165	-	-	SYM
sc-1097	264	166	105	105	NUM
sc-1097	264	167	105	105	NUM
sc-1097	264	168	-	-	SYM
sc-1097	264	169	109	109	NUM
sc-1097	264	170	446	446	NUM
sc-1097	264	171	-	-	SYM
sc-1097	264	172	481	481	NUM
sc-1097	264	173	481	481	NUM
sc-1097	264	174	-	-	SYM
sc-1097	264	175	446	446	NUM
sc-1097	264	176	421	421	NUM
sc-1097	264	177	-	-	SYM
sc-1097	264	178	421	421	NUM
sc-1097	264	179	jan	jan	PROPN
sc-1097	264	180	oct	oct	PROPN
sc-1097	264	181	109	109	NUM
sc-1097	264	182	-	-	SYM
sc-1097	264	183	105	105	NUM
sc-1097	264	184	105	105	NUM
sc-1097	264	185	-	-	SYM
sc-1097	264	186	109	109	NUM
sc-1097	264	187	446	446	NUM
sc-1097	264	188	-	-	SYM
sc-1097	264	189	403	403	NUM
sc-1097	264	190	107	107	NUM
sc-1097	264	191	-	-	SYM
sc-1097	264	192	105	105	NUM
sc-1097	264	193	446	446	NUM
sc-1097	264	194	-	-	SYM
sc-1097	264	195	481	481	NUM
sc-1097	264	196	the	the	DET
sc-1097	264	197	top	top	ADJ
sc-1097	264	198	5	5	NUM
sc-1097	264	199	frequent	frequent	ADJ
sc-1097	264	200	station	station	NOUN
sc-1097	264	201	pairs	pair	NOUN
sc-1097	264	202	in	in	ADP
sc-1097	264	203	the	the	DET
sc-1097	264	204	weekends	weekend	NOUN
sc-1097	264	205	(	(	PUNCT
sc-1097	264	206	table	table	NOUN
sc-1097	264	207	14	14	NUM
sc-1097	264	208	)	)	PUNCT
sc-1097	264	209	,	,	PUNCT
sc-1097	264	210	can	can	AUX
sc-1097	264	211	be	be	AUX
sc-1097	264	212	found	find	VERB
sc-1097	264	213	in	in	ADP
sc-1097	264	214	parque	parque	NOUN
sc-1097	264	215	das	das	PROPN
sc-1097	264	216	nações	nações	NOUN
sc-1097	264	217	,	,	PUNCT
sc-1097	264	218	like	like	INTJ
sc-1097	264	219	wise	wise	ADJ
sc-1097	264	220	as	as	ADP
sc-1097	264	221	in	in	ADP
sc-1097	264	222	the	the	DET
sc-1097	264	223	weekdays	weekday	NOUN
sc-1097	264	224	from	from	ADP
sc-1097	264	225	station	station	NOUN
sc-1097	264	226	109	109	NUM
sc-1097	264	227	–	–	PUNCT
sc-1097	264	228	alameda	alameda	PROPN
sc-1097	264	229	dos	do	VERB
sc-1097	264	230	oceanos	oceanos	PROPN
sc-1097	264	231	/	/	SYM
sc-1097	264	232	rua	rua	PROPN
sc-1097	264	233	do	do	VERB
sc-1097	264	234	zambeze	zambeze	NOUN
sc-1097	264	235	to	to	PART
sc-1097	264	236	station	station	VERB
sc-1097	264	237	105	105	NUM
sc-1097	264	238	–	–	PUNCT
sc-1097	264	239	centro	centro	X
sc-1097	264	240	comercial	comercial	PROPN
sc-1097	264	241	vasco	vasco	PROPN
sc-1097	264	242	da	da	PROPN
sc-1097	264	243	gama	gama	NOUN
sc-1097	264	244	and	and	CCONJ
sc-1097	264	245	in	in	ADP
sc-1097	264	246	the	the	DET
sc-1097	264	247	opposite	opposite	ADJ
sc-1097	264	248	direction	direction	NOUN
sc-1097	264	249	.	.	PUNCT
sc-1097	265	1	also	also	ADV
sc-1097	265	2	,	,	PUNCT
sc-1097	265	3	from	from	ADP
sc-1097	265	4	station	station	NOUN
sc-1097	265	5	105	105	NUM
sc-1097	265	6	–	–	PUNCT
sc-1097	265	7	centro	centro	X
sc-1097	265	8	comercial	comercial	PROPN
sc-1097	265	9	vasco	vasco	PROPN
sc-1097	265	10	da	da	PROPN
sc-1097	265	11	gama	gama	NOUN
sc-1097	265	12	to	to	PART
sc-1097	265	13	station	station	VERB
sc-1097	265	14	107	107	NUM
sc-1097	265	15	–	–	PUNCT
sc-1097	265	16	rotunda	rotunda	PROPN
sc-1097	265	17	dos	do	VERB
sc-1097	265	18	vice	vice	NOUN
sc-1097	265	19	-	-	NOUN
sc-1097	265	20	reis	reis	NOUN
sc-1097	265	21	and	and	CCONJ
sc-1097	265	22	in	in	ADP
sc-1097	265	23	the	the	DET
sc-1097	265	24	opposite	opposite	ADJ
sc-1097	265	25	direction	direction	NOUN
sc-1097	265	26	.	.	PUNCT
sc-1097	266	1	another	another	DET
sc-1097	266	2	frequent	frequent	ADJ
sc-1097	266	3	station	station	NOUN
sc-1097	266	4	pair	pair	NOUN
sc-1097	266	5	on	on	ADP
sc-1097	266	6	weekends	weekend	NOUN
sc-1097	266	7	is	be	AUX
sc-1097	266	8	from	from	ADP
sc-1097	266	9	station	station	NOUN
sc-1097	266	10	110	110	NUM
sc-1097	266	11	rua	rua	PROPN
sc-1097	266	12	de	de	X
sc-1097	266	13	moscavide	moscavide	NOUN
sc-1097	266	14	to	to	PART
sc-1097	266	15	station	station	VERB
sc-1097	266	16	105	105	NUM
sc-1097	266	17	–	–	PUNCT
sc-1097	266	18	centro	centro	X
sc-1097	266	19	comercial	comercial	PROPN
sc-1097	266	20	vasco	vasco	PROPN
sc-1097	266	21	da	da	PROPN
sc-1097	266	22	gama	gama	NOUN
sc-1097	266	23	.	.	PUNCT
sc-1097	267	1	table	table	NOUN
sc-1097	267	2	14	14	NUM
sc-1097	267	3	.	.	PUNCT
sc-1097	268	1	top	top	ADJ
sc-1097	268	2	5	5	NUM
sc-1097	268	3	frequent	frequent	ADJ
sc-1097	268	4	stations	station	NOUN
sc-1097	268	5	pairs	pair	NOUN
sc-1097	268	6	in	in	ADP
sc-1097	268	7	weekend	weekend	NOUN
sc-1097	268	8	month	month	NOUN
sc-1097	268	9	#	#	SYM
sc-1097	268	10	1	1	NUM
sc-1097	268	11	#	#	SYM
sc-1097	268	12	2	2	NUM
sc-1097	268	13	#	#	SYM
sc-1097	268	14	3	3	NUM
sc-1097	268	15	#	#	SYM
sc-1097	268	16	4	4	NUM
sc-1097	268	17	#	#	SYM
sc-1097	268	18	5	5	NUM
sc-1097	268	19	january	january	PROPN
sc-1097	268	20	105	105	NUM
sc-1097	268	21	-	-	SYM
sc-1097	268	22	109	109	NUM
sc-1097	268	23	109	109	NUM
sc-1097	268	24	-	-	SYM
sc-1097	268	25	105	105	NUM
sc-1097	268	26	110	110	NUM
sc-1097	268	27	-	-	SYM
sc-1097	268	28	105	105	NUM
sc-1097	268	29	105	105	NUM
sc-1097	268	30	-	-	SYM
sc-1097	268	31	110	110	NUM
sc-1097	268	32	464	464	NUM
sc-1097	268	33	-	-	SYM
sc-1097	268	34	464	464	NUM
sc-1097	268	35	february	february	PROPN
sc-1097	268	36	109	109	NUM
sc-1097	268	37	-	-	SYM
sc-1097	268	38	105	105	NUM
sc-1097	268	39	105	105	NUM
sc-1097	268	40	-	-	SYM
sc-1097	268	41	109	109	NUM
sc-1097	268	42	105	105	NUM
sc-1097	268	43	-	-	SYM
sc-1097	268	44	107	107	NUM
sc-1097	268	45	446	446	NUM
sc-1097	268	46	-	-	SYM
sc-1097	268	47	403	403	NUM
sc-1097	268	48	403	403	NUM
sc-1097	268	49	-	-	SYM
sc-1097	268	50	446	446	NUM
sc-1097	268	51	march	march	NOUN
sc-1097	268	52	109	109	NUM
sc-1097	268	53	-	-	SYM
sc-1097	268	54	105	105	NUM
sc-1097	268	55	105	105	NUM
sc-1097	268	56	-	-	SYM
sc-1097	268	57	109	109	NUM
sc-1097	268	58	107	107	NUM
sc-1097	268	59	-	-	SYM
sc-1097	268	60	105	105	NUM
sc-1097	268	61	110	110	NUM
sc-1097	268	62	-	-	SYM
sc-1097	268	63	105	105	NUM
sc-1097	268	64	105	105	NUM
sc-1097	268	65	-	-	SYM
sc-1097	268	66	110	110	NUM
sc-1097	268	67	april	april	PROPN
sc-1097	268	68	109	109	NUM
sc-1097	268	69	-	-	SYM
sc-1097	268	70	105	105	NUM
sc-1097	268	71	105	105	NUM
sc-1097	268	72	-	-	SYM
sc-1097	268	73	109	109	NUM
sc-1097	268	74	110	110	NUM
sc-1097	268	75	-	-	SYM
sc-1097	268	76	105	105	NUM
sc-1097	268	77	105	105	NUM
sc-1097	268	78	-	-	SYM
sc-1097	268	79	110	110	NUM
sc-1097	268	80	107	107	NUM
sc-1097	268	81	-	-	SYM
sc-1097	268	82	105	105	NUM
sc-1097	268	83	may	may	PROPN
sc-1097	268	84	105	105	NUM
sc-1097	268	85	-	-	SYM
sc-1097	268	86	109	109	NUM
sc-1097	268	87	109	109	NUM
sc-1097	268	88	-	-	SYM
sc-1097	268	89	105	105	NUM
sc-1097	268	90	481	481	NUM
sc-1097	268	91	-	-	SYM
sc-1097	268	92	481	481	NUM
sc-1097	268	93	484	484	NUM
sc-1097	268	94	-	-	SYM
sc-1097	268	95	488	488	NUM
sc-1097	268	96	110	110	NUM
sc-1097	268	97	-	-	SYM
sc-1097	268	98	105	105	NUM
sc-1097	268	99	june	june	PROPN
sc-1097	268	100	109	109	NUM
sc-1097	268	101	-	-	SYM
sc-1097	268	102	105	105	NUM
sc-1097	268	103	105	105	NUM
sc-1097	268	104	-	-	SYM
sc-1097	268	105	109	109	NUM
sc-1097	268	106	105	105	NUM
sc-1097	268	107	-	-	SYM
sc-1097	268	108	107	107	NUM
sc-1097	268	109	481	481	NUM
sc-1097	268	110	-	-	SYM
sc-1097	268	111	481	481	NUM
sc-1097	268	112	107	107	NUM
sc-1097	268	113	-	-	SYM
sc-1097	268	114	105	105	NUM
sc-1097	268	115	july	july	PROPN
sc-1097	268	116	109	109	NUM
sc-1097	268	117	-	-	SYM
sc-1097	268	118	105	105	NUM
sc-1097	268	119	105	105	NUM
sc-1097	268	120	-	-	SYM
sc-1097	268	121	109	109	NUM
sc-1097	268	122	107	107	NUM
sc-1097	268	123	-	-	SYM
sc-1097	268	124	105	105	NUM
sc-1097	268	125	105	105	NUM
sc-1097	268	126	-	-	SYM
sc-1097	268	127	107	107	NUM
sc-1097	268	128	421	421	NUM
sc-1097	268	129	-	-	SYM
sc-1097	268	130	421	421	NUM
sc-1097	268	131	august	august	PROPN
sc-1097	268	132	109	109	NUM
sc-1097	268	133	-	-	SYM
sc-1097	268	134	105	105	NUM
sc-1097	268	135	105	105	NUM
sc-1097	268	136	-	-	SYM
sc-1097	268	137	109	109	NUM
sc-1097	268	138	105	105	NUM
sc-1097	268	139	-	-	SYM
sc-1097	268	140	107	107	NUM
sc-1097	268	141	107	107	NUM
sc-1097	268	142	-	-	SYM
sc-1097	268	143	105	105	NUM
sc-1097	268	144	208	208	NUM
sc-1097	268	145	-	-	SYM
sc-1097	268	146	208	208	NUM
sc-1097	268	147	september	september	PROPN
sc-1097	268	148	109	109	NUM
sc-1097	268	149	-	-	SYM
sc-1097	268	150	105	105	NUM
sc-1097	268	151	105	105	NUM
sc-1097	268	152	-	-	SYM
sc-1097	268	153	109	109	NUM
sc-1097	268	154	105	105	NUM
sc-1097	268	155	-	-	SYM
sc-1097	268	156	107	107	NUM
sc-1097	268	157	107	107	NUM
sc-1097	268	158	-	-	SYM
sc-1097	268	159	105	105	NUM
sc-1097	268	160	481	481	NUM
sc-1097	268	161	-	-	SYM
sc-1097	268	162	481	481	NUM
sc-1097	268	163	october	october	PROPN
sc-1097	268	164	109	109	NUM
sc-1097	268	165	-	-	SYM
sc-1097	268	166	105	105	NUM
sc-1097	268	167	105	105	NUM
sc-1097	268	168	-	-	SYM
sc-1097	268	169	109	109	NUM
sc-1097	268	170	107	107	NUM
sc-1097	268	171	-	-	SYM
sc-1097	268	172	105	105	NUM
sc-1097	268	173	104	104	NUM
sc-1097	268	174	-	-	SYM
sc-1097	268	175	102	102	NUM
sc-1097	268	176	443	443	NUM
sc-1097	268	177	-	-	SYM
sc-1097	268	178	443	443	NUM
sc-1097	268	179	jan	jan	PROPN
sc-1097	268	180	oct	oct	PROPN
sc-1097	268	181	109	109	NUM
sc-1097	268	182	-	-	SYM
sc-1097	268	183	105	105	NUM
sc-1097	268	184	105	105	NUM
sc-1097	268	185	-	-	SYM
sc-1097	268	186	109	109	NUM
sc-1097	268	187	107	107	NUM
sc-1097	268	188	-	-	SYM
sc-1097	268	189	105	105	NUM
sc-1097	268	190	105	105	NUM
sc-1097	268	191	-	-	SYM
sc-1097	268	192	107	107	NUM
sc-1097	268	193	110	110	NUM
sc-1097	268	194	-	-	SYM
sc-1097	268	195	105	105	NUM
sc-1097	268	196	overall	overall	NOUN
sc-1097	268	197	,	,	PUNCT
sc-1097	268	198	in	in	ADP
sc-1097	268	199	2018	2018	NUM
sc-1097	268	200	there	there	PRON
sc-1097	268	201	was	be	VERB
sc-1097	268	202	a	a	DET
sc-1097	268	203	total	total	NOUN
sc-1097	268	204	of	of	ADP
sc-1097	268	205	672,316	672,316	NUM
sc-1097	268	206	trips	trip	NOUN
sc-1097	268	207	in	in	ADP
sc-1097	268	208	81	81	NUM
sc-1097	268	209	stations	station	NOUN
sc-1097	268	210	,	,	PUNCT
sc-1097	268	211	where	where	SCONJ
sc-1097	268	212	the	the	DET
sc-1097	268	213	most	most	ADV
sc-1097	268	214	popular	popular	ADJ
sc-1097	268	215	pair	pair	NOUN
sc-1097	268	216	of	of	ADP
sc-1097	268	217	origin	origin	NOUN
sc-1097	268	218	-	-	PUNCT
sc-1097	268	219	destination	destination	NOUN
sc-1097	268	220	stations	station	NOUN
sc-1097	268	221	had	have	VERB
sc-1097	268	222	over	over	ADP
sc-1097	268	223	1,000	1,000	NUM
sc-1097	268	224	trips	trip	NOUN
sc-1097	268	225	,	,	PUNCT
sc-1097	268	226	reaching	reach	VERB
sc-1097	268	227	a	a	DET
sc-1097	268	228	total	total	NOUN
sc-1097	268	229	of	of	ADP
sc-1097	268	230	5,000	5,000	NUM
sc-1097	268	231	trips	trip	NOUN
sc-1097	268	232	(	(	PUNCT
sc-1097	268	233	see	see	VERB
sc-1097	268	234	fig	fig	NOUN
sc-1097	268	235	.	.	PUNCT
sc-1097	269	1	11	11	NUM
sc-1097	269	2	)	)	PUNCT
sc-1097	269	3	.	.	PUNCT
sc-1097	270	1	patterns	pattern	NOUN
sc-1097	270	2	previously	previously	ADV
sc-1097	270	3	identified	identify	VERB
sc-1097	270	4	are	be	AUX
sc-1097	270	5	highlighted	highlight	VERB
sc-1097	270	6	in	in	ADP
sc-1097	270	7	the	the	DET
sc-1097	270	8	origin	origin	NOUN
sc-1097	270	9	-	-	PUNCT
sc-1097	270	10	destination	destination	NOUN
sc-1097	270	11	matrix	matrix	NOUN
sc-1097	270	12	(	(	PUNCT
sc-1097	270	13	see	see	VERB
sc-1097	270	14	fig	fig	NOUN
sc-1097	270	15	.	.	PUNCT
sc-1097	271	1	11	11	NUM
sc-1097	271	2	)	)	PUNCT
sc-1097	271	3	.	.	PUNCT
sc-1097	272	1	eai	eai	PROPN
sc-1097	272	2	endorsed	endorse	VERB
sc-1097	272	3	transactions	transaction	NOUN
sc-1097	272	4	on	on	ADP
sc-1097	272	5	smart	smart	ADJ
sc-1097	272	6	cities	city	NOUN
sc-1097	272	7	08	08	NUM
sc-1097	272	8	2021	2021	NUM
sc-1097	272	9	10	10	NUM
sc-1097	272	10	2021	2021	NUM
sc-1097	272	11	|	|	ADV
sc-1097	272	12	volume	volume	NOUN
sc-1097	272	13	5	5	NUM
sc-1097	272	14	|	|	ADV
sc-1097	272	15	issue	issue	NOUN
sc-1097	272	16	16	16	NUM
sc-1097	272	17	|	|	ADV
sc-1097	272	18	e2	e2	PROPN
sc-1097	272	19	vitória	vitória	PROPN
sc-1097	272	20	albuquerque	albuquerque	PROPN
sc-1097	272	21	et	et	PROPN
sc-1097	272	22	al	al	PROPN
sc-1097	272	23	.	.	PROPN
sc-1097	272	24	12	12	NUM
sc-1097	272	25	figure	figure	NOUN
sc-1097	272	26	11	11	NUM
sc-1097	272	27	.	.	PUNCT
sc-1097	272	28	origin	origin	NOUN
sc-1097	272	29	destination	destination	NOUN
sc-1097	272	30	matrix	matrix	NOUN
sc-1097	272	31	in	in	ADP
sc-1097	272	32	2018	2018	NUM
sc-1097	272	33	looking	look	VERB
sc-1097	272	34	at	at	ADP
sc-1097	272	35	the	the	DET
sc-1097	272	36	months	month	NOUN
sc-1097	272	37	where	where	SCONJ
sc-1097	272	38	most	most	ADJ
sc-1097	272	39	trips	trip	NOUN
sc-1097	272	40	occurred	occur	VERB
sc-1097	272	41	,	,	PUNCT
sc-1097	272	42	july	july	PROPN
sc-1097	272	43	,	,	PUNCT
sc-1097	272	44	august	august	PROPN
sc-1097	272	45	and	and	CCONJ
sc-1097	272	46	september	september	PROPN
sc-1097	272	47	,	,	PUNCT
sc-1097	272	48	we	we	PRON
sc-1097	272	49	observe	observe	VERB
sc-1097	272	50	that	that	SCONJ
sc-1097	272	51	august	august	PROPN
sc-1097	272	52	shows	show	VERB
sc-1097	272	53	different	different	ADJ
sc-1097	272	54	station	station	NOUN
sc-1097	272	55	patterns	pattern	NOUN
sc-1097	272	56	from	from	ADP
sc-1097	272	57	july	july	PROPN
sc-1097	272	58	and	and	CCONJ
sc-1097	272	59	september	september	PROPN
sc-1097	272	60	.	.	PUNCT
sc-1097	273	1	this	this	PRON
sc-1097	273	2	is	be	AUX
sc-1097	273	3	due	due	ADJ
sc-1097	273	4	to	to	ADP
sc-1097	273	5	august	august	PROPN
sc-1097	273	6	a	a	DET
sc-1097	273	7	holiday	holiday	NOUN
sc-1097	273	8	month	month	NOUN
sc-1097	273	9	and	and	CCONJ
sc-1097	273	10	july	july	PROPN
sc-1097	273	11	and	and	CCONJ
sc-1097	273	12	september	september	PROPN
sc-1097	273	13	are	be	AUX
sc-1097	273	14	working	work	VERB
sc-1097	273	15	months	month	NOUN
sc-1097	273	16	.	.	PUNCT
sc-1097	274	1	a	a	DET
sc-1097	274	2	closer	close	ADJ
sc-1097	274	3	analysis	analysis	NOUN
sc-1097	274	4	of	of	ADP
sc-1097	274	5	august	august	PROPN
sc-1097	274	6	and	and	CCONJ
sc-1097	274	7	september	september	PROPN
sc-1097	274	8	station	station	NOUN
sc-1097	274	9	pattern	pattern	NOUN
sc-1097	274	10	shift	shift	NOUN
sc-1097	274	11	,	,	PUNCT
sc-1097	274	12	we	we	PRON
sc-1097	274	13	observe	observe	VERB
sc-1097	274	14	that	that	SCONJ
sc-1097	274	15	in	in	ADP
sc-1097	274	16	august	august	PROPN
sc-1097	274	17	there	there	PRON
sc-1097	274	18	was	be	VERB
sc-1097	274	19	94,007	94,007	NUM
sc-1097	274	20	trips	trip	NOUN
sc-1097	274	21	in	in	ADP
sc-1097	274	22	81	81	NUM
sc-1097	274	23	stations	station	NOUN
sc-1097	274	24	(	(	PUNCT
sc-1097	274	25	table	table	NOUN
sc-1097	274	26	9	9	NUM
sc-1097	274	27	)	)	PUNCT
sc-1097	274	28	,	,	PUNCT
sc-1097	274	29	where	where	SCONJ
sc-1097	274	30	the	the	DET
sc-1097	274	31	5	5	NUM
sc-1097	274	32	most	most	ADV
sc-1097	274	33	popular	popular	ADJ
sc-1097	274	34	stations	station	NOUN
sc-1097	274	35	(	(	PUNCT
sc-1097	274	36	table	table	NOUN
sc-1097	274	37	10	10	NUM
sc-1097	274	38	)	)	PUNCT
sc-1097	274	39	are	be	AUX
sc-1097	274	40	ranked	rank	VERB
sc-1097	274	41	:	:	PUNCT
sc-1097	274	42	446	446	NUM
sc-1097	274	43	avenida	avenida	PROPN
sc-1097	274	44	da	da	PROPN
sc-1097	274	45	república	república	PROPN
sc-1097	274	46	/	/	SYM
sc-1097	274	47	interface	interface	PROPN
sc-1097	274	48	de	de	PROPN
sc-1097	274	49	entrecampos	entrecampos	PROPN
sc-1097	274	50	,	,	PUNCT
sc-1097	274	51	481	481	NUM
sc-1097	274	52	–	–	PUNCT
sc-1097	274	53	campo	campo	PROPN
sc-1097	274	54	grande	grande	PROPN
sc-1097	274	55	/	/	SYM
sc-1097	274	56	museu	museu	NOUN
sc-1097	274	57	da	da	PROPN
sc-1097	274	58	cidade	cidade	NOUN
sc-1097	274	59	,	,	PUNCT
sc-1097	274	60	421	421	NUM
sc-1097	274	61	–	–	PUNCT
sc-1097	274	62	alameda	alameda	PROPN
sc-1097	274	63	d.	d.	PROPN
sc-1097	274	64	afonso	afonso	PROPN
sc-1097	274	65	henriques	henrique	NOUN
sc-1097	274	66	,	,	PUNCT
sc-1097	274	67	417	417	NUM
sc-1097	274	68	–	–	PUNCT
sc-1097	274	69	avenida	avenida	PROPN
sc-1097	274	70	duque	duque	PROPN
sc-1097	274	71	de	de	PROPN
sc-1097	274	72	ávila	ávila	PROPN
sc-1097	274	73	/	/	SYM
sc-1097	274	74	jardim	jardim	PROPN
sc-1097	274	75	arco	arco	PROPN
sc-1097	274	76	do	do	AUX
sc-1097	274	77	cego	cego	NOUN
sc-1097	274	78	,	,	PUNCT
sc-1097	274	79	and	and	CCONJ
sc-1097	274	80	105	105	NUM
sc-1097	274	81	–	–	PUNCT
sc-1097	274	82	centro	centro	X
sc-1097	274	83	comercial	comercial	PROPN
sc-1097	274	84	vasco	vasco	PROPN
sc-1097	274	85	da	da	PROPN
sc-1097	274	86	gama	gama	NOUN
sc-1097	274	87	.	.	PUNCT
sc-1097	275	1	moreover	moreover	ADV
sc-1097	275	2	,	,	PUNCT
sc-1097	275	3	we	we	PRON
sc-1097	275	4	observed	observe	VERB
sc-1097	275	5	that	that	SCONJ
sc-1097	275	6	the	the	DET
sc-1097	275	7	top	top	ADJ
sc-1097	275	8	5	5	NUM
sc-1097	275	9	stations	station	NOUN
sc-1097	275	10	with	with	ADP
sc-1097	275	11	the	the	DET
sc-1097	275	12	highest	high	ADJ
sc-1097	275	13	outflow	outflow	NOUN
sc-1097	275	14	and	and	CCONJ
sc-1097	275	15	inflow	inflow	NOUN
sc-1097	275	16	(	(	PUNCT
sc-1097	275	17	see	see	VERB
sc-1097	275	18	fig	fig	NOUN
sc-1097	275	19	.	.	PUNCT
sc-1097	275	20	12	12	NUM
sc-1097	275	21	)	)	PUNCT
sc-1097	275	22	are	be	AUX
sc-1097	275	23	the	the	DET
sc-1097	275	24	same	same	ADJ
sc-1097	275	25	as	as	ADP
sc-1097	275	26	top	top	NOUN
sc-1097	275	27	5	5	NUM
sc-1097	275	28	most	most	ADV
sc-1097	275	29	popular	popular	ADJ
sc-1097	275	30	stations	station	NOUN
sc-1097	275	31	.	.	PUNCT
sc-1097	276	1	regarding	regard	VERB
sc-1097	276	2	the	the	DET
sc-1097	276	3	top	top	ADJ
sc-1097	276	4	5	5	NUM
sc-1097	276	5	frequent	frequent	ADJ
sc-1097	276	6	station	station	NOUN
sc-1097	276	7	pairs	pair	NOUN
sc-1097	276	8	in	in	ADP
sc-1097	276	9	weekdays	weekday	NOUN
sc-1097	276	10	and	and	CCONJ
sc-1097	276	11	weekends	weekend	NOUN
sc-1097	276	12	we	we	PRON
sc-1097	276	13	found	find	VERB
sc-1097	276	14	that	that	SCONJ
sc-1097	276	15	most	most	ADJ
sc-1097	276	16	pair	pair	NOUN
sc-1097	276	17	stations	station	NOUN
sc-1097	276	18	are	be	AUX
sc-1097	276	19	in	in	ADP
sc-1097	276	20	parque	parque	ADJ
sc-1097	276	21	das	das	PROPN
sc-1097	276	22	nações	nações	NOUN
sc-1097	276	23	,	,	PUNCT
sc-1097	276	24	as	as	SCONJ
sc-1097	276	25	we	we	PRON
sc-1097	276	26	also	also	ADV
sc-1097	276	27	observed	observe	VERB
sc-1097	276	28	in	in	ADP
sc-1097	276	29	2018	2018	NUM
sc-1097	276	30	analysis	analysis	NOUN
sc-1097	276	31	.	.	PUNCT
sc-1097	277	1	top	top	ADJ
sc-1097	277	2	5	5	NUM
sc-1097	277	3	frequent	frequent	ADJ
sc-1097	277	4	stations	station	NOUN
sc-1097	277	5	pairs	pair	NOUN
sc-1097	277	6	in	in	ADP
sc-1097	277	7	weekdays	weekday	NOUN
sc-1097	277	8	(	(	PUNCT
sc-1097	277	9	table	table	NOUN
sc-1097	277	10	13	13	NUM
sc-1097	277	11	)	)	PUNCT
sc-1097	277	12	are	be	AUX
sc-1097	277	13	109	109	NUM
sc-1097	277	14	-	-	SYM
sc-1097	277	15	105	105	NUM
sc-1097	277	16	,	,	PUNCT
sc-1097	277	17	105	105	NUM
sc-1097	277	18	-	-	SYM
sc-1097	277	19	109	109	NUM
sc-1097	277	20	,	,	PUNCT
sc-1097	277	21	107	107	NUM
sc-1097	277	22	-	-	SYM
sc-1097	277	23	105	105	NUM
sc-1097	277	24	,	,	PUNCT
sc-1097	277	25	105	105	NUM
sc-1097	277	26	-	-	SYM
sc-1097	277	27	107	107	NUM
sc-1097	277	28	,	,	PUNCT
sc-1097	277	29	and	and	CCONJ
sc-1097	277	30	446	446	NUM
sc-1097	277	31	-	-	SYM
sc-1097	277	32	481	481	NUM
sc-1097	277	33	.	.	PUNCT
sc-1097	278	1	the	the	DET
sc-1097	278	2	top	top	ADJ
sc-1097	278	3	5	5	NUM
sc-1097	278	4	frequent	frequent	ADJ
sc-1097	278	5	stations	station	NOUN
sc-1097	278	6	pairs	pair	NOUN
sc-1097	278	7	in	in	ADP
sc-1097	278	8	weekends	weekend	NOUN
sc-1097	278	9	(	(	PUNCT
sc-1097	278	10	table	table	NOUN
sc-1097	278	11	14	14	NUM
sc-1097	278	12	)	)	PUNCT
sc-1097	278	13	are	be	AUX
sc-1097	278	14	109	109	NUM
sc-1097	278	15	-	-	SYM
sc-1097	278	16	105	105	NUM
sc-1097	278	17	,	,	PUNCT
sc-1097	278	18	105	105	NUM
sc-1097	278	19	-	-	SYM
sc-1097	278	20	109	109	NUM
sc-1097	278	21	,	,	PUNCT
sc-1097	278	22	105	105	NUM
sc-1097	278	23	-	-	SYM
sc-1097	278	24	107	107	NUM
sc-1097	278	25	,	,	PUNCT
sc-1097	278	26	107105	107105	NUM
sc-1097	278	27	,	,	PUNCT
sc-1097	278	28	and	and	CCONJ
sc-1097	278	29	208	208	NUM
sc-1097	278	30	-	-	SYM
sc-1097	278	31	208	208	NUM
sc-1097	278	32	(	(	PUNCT
sc-1097	278	33	cais	cai	NOUN
sc-1097	278	34	das	da	VERB
sc-1097	278	35	pombas	pombas	PROPN
sc-1097	278	36	/	/	SYM
sc-1097	278	37	cais	cai	NOUN
sc-1097	278	38	do	do	AUX
sc-1097	278	39	sodré	sodré	VERB
sc-1097	278	40	)	)	PUNCT
sc-1097	278	41	.	.	PUNCT
sc-1097	279	1	this	this	PRON
sc-1097	279	2	shows	show	VERB
sc-1097	279	3	that	that	SCONJ
sc-1097	279	4	in	in	ADP
sc-1097	279	5	august	august	PROPN
sc-1097	279	6	weekend	weekend	NOUN
sc-1097	279	7	cycling	cycling	NOUN
sc-1097	279	8	occur	occur	VERB
sc-1097	279	9	along	along	ADP
sc-1097	279	10	the	the	DET
sc-1097	279	11	river	river	NOUN
sc-1097	279	12	in	in	ADP
sc-1097	279	13	parque	parque	NOUN
sc-1097	279	14	das	das	PROPN
sc-1097	279	15	nações	nações	NOUN
sc-1097	279	16	and	and	CCONJ
sc-1097	279	17	cais	cai	NOUN
sc-1097	279	18	do	do	AUX
sc-1097	279	19	sodré	sodré	VERB
sc-1097	279	20	.	.	PROPN
sc-1097	279	21	figure	figure	NOUN
sc-1097	279	22	12	12	NUM
sc-1097	279	23	.	.	PUNCT
sc-1097	280	1	origin	origin	NOUN
sc-1097	280	2	destination	destination	NOUN
sc-1097	280	3	matrix	matrix	NOUN
sc-1097	280	4	for	for	ADP
sc-1097	280	5	august	august	PROPN
sc-1097	280	6	2018	2018	NUM
sc-1097	280	7	in	in	ADP
sc-1097	280	8	september	september	PROPN
sc-1097	281	1	,	,	PUNCT
sc-1097	281	2	there	there	PRON
sc-1097	281	3	was	be	VERB
sc-1097	281	4	an	an	DET
sc-1097	281	5	increase	increase	NOUN
sc-1097	281	6	of	of	ADP
sc-1097	281	7	trips	trip	NOUN
sc-1097	281	8	compared	compare	VERB
sc-1097	281	9	to	to	ADP
sc-1097	281	10	august	august	PROPN
sc-1097	281	11	,	,	PUNCT
sc-1097	281	12	with	with	ADP
sc-1097	281	13	127,636	127,636	NUM
sc-1097	281	14	trips	trip	NOUN
sc-1097	281	15	in	in	ADP
sc-1097	281	16	74	74	NUM
sc-1097	281	17	stations	station	NOUN
sc-1097	281	18	(	(	PUNCT
sc-1097	281	19	table	table	NOUN
sc-1097	281	20	9	9	NUM
sc-1097	281	21	)	)	PUNCT
sc-1097	281	22	that	that	PRON
sc-1097	281	23	might	might	AUX
sc-1097	281	24	be	be	AUX
sc-1097	281	25	related	relate	VERB
sc-1097	281	26	to	to	ADP
sc-1097	281	27	work	work	NOUN
sc-1097	281	28	activity	activity	NOUN
sc-1097	281	29	return	return	NOUN
sc-1097	281	30	.	.	PUNCT
sc-1097	282	1	we	we	PRON
sc-1097	282	2	identified	identify	VERB
sc-1097	282	3	that	that	SCONJ
sc-1097	282	4	the	the	DET
sc-1097	282	5	5	5	NUM
sc-1097	282	6	most	most	ADV
sc-1097	282	7	popular	popular	ADJ
sc-1097	282	8	stations	station	NOUN
sc-1097	282	9	(	(	PUNCT
sc-1097	282	10	see	see	VERB
sc-1097	282	11	fig	fig	NOUN
sc-1097	282	12	.	.	PUNCT
sc-1097	282	13	13	13	NUM
sc-1097	282	14	)	)	PUNCT
sc-1097	282	15	are	be	AUX
sc-1097	282	16	the	the	DET
sc-1097	282	17	same	same	ADJ
sc-1097	282	18	as	as	ADP
sc-1097	282	19	in	in	ADP
sc-1097	282	20	august	august	PROPN
sc-1097	282	21	but	but	CCONJ
sc-1097	282	22	ranked	rank	VERB
sc-1097	282	23	as	as	SCONJ
sc-1097	282	24	follows	follow	VERB
sc-1097	282	25	(	(	PUNCT
sc-1097	282	26	table	table	NOUN
sc-1097	282	27	10	10	NUM
sc-1097	282	28	):	):	PUNCT
sc-1097	282	29	481	481	NUM
sc-1097	282	30	–	–	PUNCT
sc-1097	282	31	campo	campo	PROPN
sc-1097	282	32	grande	grande	PROPN
sc-1097	282	33	/	/	SYM
sc-1097	282	34	museu	museu	NOUN
sc-1097	282	35	da	da	PROPN
sc-1097	282	36	cidade	cidade	NOUN
sc-1097	282	37	,	,	PUNCT
sc-1097	282	38	446	446	NUM
sc-1097	282	39	avenida	avenida	PROPN
sc-1097	282	40	da	da	PROPN
sc-1097	282	41	república	república	PROPN
sc-1097	282	42	/	/	SYM
sc-1097	282	43	interface	interface	PROPN
sc-1097	282	44	de	de	PROPN
sc-1097	282	45	entrecampos	entrecampos	NOUN
sc-1097	282	46	,	,	PUNCT
sc-1097	282	47	417	417	NUM
sc-1097	282	48	–	–	PUNCT
sc-1097	282	49	avenida	avenida	PROPN
sc-1097	282	50	duque	duque	PROPN
sc-1097	282	51	de	de	PROPN
sc-1097	282	52	ávila	ávila	PROPN
sc-1097	282	53	/	/	SYM
sc-1097	282	54	jardim	jardim	PROPN
sc-1097	282	55	arco	arco	PROPN
sc-1097	282	56	do	do	AUX
sc-1097	282	57	cego	cego	NOUN
sc-1097	282	58	,	,	PUNCT
sc-1097	282	59	421	421	NUM
sc-1097	282	60	–	–	PUNCT
sc-1097	282	61	alameda	alameda	PROPN
sc-1097	282	62	d.	d.	PROPN
sc-1097	282	63	afonso	afonso	PROPN
sc-1097	282	64	henriques	henrique	NOUN
sc-1097	282	65	,	,	PUNCT
sc-1097	282	66	and	and	CCONJ
sc-1097	282	67	105	105	NUM
sc-1097	282	68	–	–	PUNCT
sc-1097	282	69	centro	centro	X
sc-1097	282	70	comercial	comercial	PROPN
sc-1097	282	71	vasco	vasco	PROPN
sc-1097	282	72	da	da	PROPN
sc-1097	282	73	gama	gama	NOUN
sc-1097	282	74	.	.	PUNCT
sc-1097	283	1	the	the	DET
sc-1097	283	2	top	top	ADJ
sc-1097	283	3	highest	high	ADJ
sc-1097	283	4	outflow	outflow	NOUN
sc-1097	283	5	and	and	CCONJ
sc-1097	283	6	inflow	inflow	NOUN
sc-1097	283	7	stations	station	NOUN
sc-1097	283	8	are	be	AUX
sc-1097	283	9	the	the	DET
sc-1097	283	10	same	same	ADJ
sc-1097	283	11	but	but	CCONJ
sc-1097	283	12	highest	high	ADJ
sc-1097	283	13	inflow	inflow	NOUN
sc-1097	283	14	is	be	AUX
sc-1097	283	15	ranked	rank	VERB
sc-1097	283	16	as	as	SCONJ
sc-1097	283	17	follows	follow	VERB
sc-1097	283	18	,	,	PUNCT
sc-1097	283	19	481	481	NUM
sc-1097	283	20	campo	campo	NOUN
sc-1097	283	21	grande	grande	PROPN
sc-1097	283	22	/	/	SYM
sc-1097	283	23	museu	museu	NOUN
sc-1097	283	24	da	da	PROPN
sc-1097	283	25	cidade	cidade	NOUN
sc-1097	283	26	,	,	PUNCT
sc-1097	283	27	417	417	NUM
sc-1097	283	28	–	–	PUNCT
sc-1097	283	29	avenida	avenida	PROPN
sc-1097	283	30	duque	duque	PROPN
sc-1097	283	31	de	de	PROPN
sc-1097	283	32	ávila	ávila	PROPN
sc-1097	283	33	/	/	SYM
sc-1097	283	34	jardim	jardim	PROPN
sc-1097	283	35	arco	arco	PROPN
sc-1097	283	36	do	do	AUX
sc-1097	283	37	cego	cego	NOUN
sc-1097	283	38	,	,	PUNCT
sc-1097	283	39	421	421	NUM
sc-1097	283	40	–	–	PUNCT
sc-1097	283	41	alameda	alameda	PROPN
sc-1097	283	42	d.	d.	PROPN
sc-1097	283	43	afonso	afonso	PROPN
sc-1097	283	44	henriques	henriques	PROPN
sc-1097	283	45	,	,	PUNCT
sc-1097	283	46	446	446	NUM
sc-1097	283	47	avenida	avenida	PROPN
sc-1097	283	48	da	da	PROPN
sc-1097	283	49	república	república	PROPN
sc-1097	283	50	/	/	SYM
sc-1097	283	51	interface	interface	PROPN
sc-1097	283	52	de	de	X
sc-1097	283	53	entrecampos	entrecampos	NOUN
sc-1097	283	54	,	,	PUNCT
sc-1097	283	55	and	and	CCONJ
sc-1097	283	56	105	105	NUM
sc-1097	283	57	–	–	PUNCT
sc-1097	283	58	centro	centro	X
sc-1097	283	59	comercial	comercial	PROPN
sc-1097	283	60	vasco	vasco	PROPN
sc-1097	283	61	da	da	PROPN
sc-1097	283	62	gama	gama	NOUN
sc-1097	283	63	;	;	PUNCT
sc-1097	283	64	and	and	CCONJ
sc-1097	283	65	highest	high	ADJ
sc-1097	283	66	outflow	outflow	ADJ
sc-1097	283	67	stations	station	NOUN
sc-1097	283	68	are	be	AUX
sc-1097	283	69	481	481	NUM
sc-1097	283	70	campo	campo	ADV
sc-1097	283	71	grande	grande	PROPN
sc-1097	283	72	/	/	SYM
sc-1097	283	73	museu	museu	NOUN
sc-1097	283	74	da	da	PROPN
sc-1097	283	75	cidade	cidade	NOUN
sc-1097	283	76	,	,	PUNCT
sc-1097	283	77	446	446	NUM
sc-1097	283	78	avenida	avenida	PROPN
sc-1097	283	79	da	da	PROPN
sc-1097	283	80	república	república	PROPN
sc-1097	283	81	/	/	SYM
sc-1097	283	82	interface	interface	PROPN
sc-1097	283	83	de	de	PROPN
sc-1097	283	84	entrecampos	entrecampos	NOUN
sc-1097	283	85	,	,	PUNCT
sc-1097	283	86	417	417	NUM
sc-1097	283	87	–	–	PUNCT
sc-1097	283	88	avenida	avenida	PROPN
sc-1097	283	89	duque	duque	PROPN
sc-1097	283	90	de	de	PROPN
sc-1097	283	91	ávila	ávila	PROPN
sc-1097	283	92	/	/	SYM
sc-1097	283	93	jardim	jardim	PROPN
sc-1097	283	94	arco	arco	PROPN
sc-1097	283	95	do	do	AUX
sc-1097	283	96	cego	cego	NOUN
sc-1097	283	97	,	,	PUNCT
sc-1097	283	98	421	421	NUM
sc-1097	283	99	–	–	PUNCT
sc-1097	283	100	alameda	alameda	PROPN
sc-1097	283	101	d.	d.	PROPN
sc-1097	283	102	afonso	afonso	PROPN
sc-1097	283	103	henriques	henrique	NOUN
sc-1097	283	104	,	,	PUNCT
sc-1097	283	105	and	and	CCONJ
sc-1097	283	106	105	105	NUM
sc-1097	283	107	–	–	PUNCT
sc-1097	283	108	centro	centro	X
sc-1097	283	109	comercial	comercial	PROPN
sc-1097	283	110	vasco	vasco	PROPN
sc-1097	283	111	da	da	PROPN
sc-1097	283	112	gama	gama	NOUN
sc-1097	283	113	.	.	PUNCT
sc-1097	284	1	eai	eai	PROPN
sc-1097	284	2	endorsed	endorse	VERB
sc-1097	284	3	transactions	transaction	NOUN
sc-1097	284	4	on	on	ADP
sc-1097	284	5	smart	smart	ADJ
sc-1097	284	6	cities	city	NOUN
sc-1097	284	7	08	08	NUM
sc-1097	284	8	2021	2021	NUM
sc-1097	284	9	10	10	NUM
sc-1097	284	10	2021	2021	NUM
sc-1097	284	11	|	|	ADV
sc-1097	284	12	volume	volume	NOUN
sc-1097	284	13	5	5	NUM
sc-1097	284	14	|	|	ADV
sc-1097	284	15	issue	issue	NOUN
sc-1097	284	16	16	16	NUM
sc-1097	285	1	|	|	NOUN
sc-1097	285	2	e2	e2	PROPN
sc-1097	285	3	bike	bike	NOUN
sc-1097	285	4	-	-	PUNCT
sc-1097	285	5	sharing	share	VERB
sc-1097	285	6	mobility	mobility	NOUN
sc-1097	285	7	patterns	pattern	NOUN
sc-1097	285	8	:	:	PUNCT
sc-1097	285	9	a	a	DET
sc-1097	285	10	data	data	NOUN
sc-1097	285	11	-	-	PUNCT
sc-1097	285	12	driven	drive	VERB
sc-1097	285	13	analysis	analysis	NOUN
sc-1097	285	14	for	for	ADP
sc-1097	285	15	the	the	DET
sc-1097	285	16	city	city	NOUN
sc-1097	285	17	of	of	ADP
sc-1097	285	18	lisbon	lisbon	PROPN
sc-1097	285	19	13	13	NUM
sc-1097	285	20	most	most	ADV
sc-1097	285	21	frequent	frequent	ADJ
sc-1097	285	22	station	station	NOUN
sc-1097	285	23	pairs	pair	NOUN
sc-1097	285	24	in	in	ADP
sc-1097	285	25	weekdays	weekday	NOUN
sc-1097	285	26	and	and	CCONJ
sc-1097	285	27	weekends	weekend	NOUN
sc-1097	285	28	show	show	VERB
sc-1097	285	29	similarities	similarity	NOUN
sc-1097	285	30	with	with	ADP
sc-1097	285	31	previous	previous	ADJ
sc-1097	285	32	analyzed	analyze	VERB
sc-1097	285	33	months	month	NOUN
sc-1097	285	34	.	.	PUNCT
sc-1097	286	1	in	in	ADP
sc-1097	286	2	weekdays	weekday	NOUN
sc-1097	286	3	most	most	ADJ
sc-1097	286	4	station	station	NOUN
sc-1097	286	5	pairs	pair	NOUN
sc-1097	286	6	are	be	AUX
sc-1097	286	7	located	locate	VERB
sc-1097	286	8	in	in	ADP
sc-1097	286	9	parque	parque	NOUN
sc-1097	286	10	das	das	PROPN
sc-1097	286	11	nações	nações	NOUN
sc-1097	286	12	,	,	PUNCT
sc-1097	286	13	intercalated	intercalate	VERB
sc-1097	286	14	with	with	ADP
sc-1097	286	15	campo	campo	NOUN
sc-1097	286	16	grande	grande	NOUN
sc-1097	286	17	and	and	CCONJ
sc-1097	286	18	entrecampos	entrecampos	NOUN
sc-1097	286	19	as	as	SCONJ
sc-1097	286	20	follows	follow	VERB
sc-1097	286	21	:	:	PUNCT
sc-1097	286	22	105	105	NUM
sc-1097	286	23	-	-	SYM
sc-1097	286	24	109	109	NUM
sc-1097	286	25	,	,	PUNCT
sc-1097	286	26	109	109	NUM
sc-1097	286	27	-	-	SYM
sc-1097	286	28	105	105	NUM
sc-1097	286	29	,	,	PUNCT
sc-1097	286	30	446	446	NUM
sc-1097	286	31	-	-	SYM
sc-1097	286	32	481	481	NUM
sc-1097	286	33	,	,	PUNCT
sc-1097	286	34	107	107	NUM
sc-1097	286	35	-	-	SYM
sc-1097	286	36	105	105	NUM
sc-1097	286	37	,	,	PUNCT
sc-1097	286	38	and	and	CCONJ
sc-1097	286	39	105107	105107	NUM
sc-1097	286	40	.	.	PUNCT
sc-1097	287	1	in	in	ADP
sc-1097	287	2	weekends	weekend	NOUN
sc-1097	287	3	,	,	PUNCT
sc-1097	287	4	station	station	NOUN
sc-1097	287	5	pairs	pair	NOUN
sc-1097	287	6	are	be	AUX
sc-1097	287	7	mostly	mostly	ADV
sc-1097	287	8	located	locate	VERB
sc-1097	287	9	in	in	ADP
sc-1097	287	10	parque	parque	NOUN
sc-1097	287	11	das	das	PROPN
sc-1097	287	12	nações	nações	NOUN
sc-1097	287	13	,	,	PUNCT
sc-1097	287	14	109	109	NUM
sc-1097	287	15	-	-	SYM
sc-1097	287	16	105	105	NUM
sc-1097	287	17	,	,	PUNCT
sc-1097	287	18	105	105	NUM
sc-1097	287	19	-	-	SYM
sc-1097	287	20	109	109	NUM
sc-1097	287	21	,	,	PUNCT
sc-1097	287	22	105	105	NUM
sc-1097	287	23	-	-	SYM
sc-1097	287	24	107	107	NUM
sc-1097	287	25	,	,	PUNCT
sc-1097	287	26	107	107	NUM
sc-1097	287	27	-	-	SYM
sc-1097	287	28	105	105	NUM
sc-1097	287	29	,	,	PUNCT
sc-1097	287	30	and	and	CCONJ
sc-1097	287	31	campo	campo	PROPN
sc-1097	287	32	grande	grande	PROPN
sc-1097	287	33	/	/	SYM
sc-1097	287	34	museu	museu	NOUN
sc-1097	287	35	da	da	PROPN
sc-1097	287	36	cidade	cidade	NOUN
sc-1097	287	37	481	481	NUM
sc-1097	287	38	-	-	SYM
sc-1097	287	39	481	481	PROPN
sc-1097	287	40	.	.	PUNCT
sc-1097	288	1	figure	figure	NOUN
sc-1097	288	2	13	13	NUM
sc-1097	288	3	.	.	PUNCT
sc-1097	289	1	origin	origin	NOUN
sc-1097	289	2	destination	destination	NOUN
sc-1097	289	3	matrix	matrix	NOUN
sc-1097	289	4	for	for	ADP
sc-1097	289	5	september	september	PROPN
sc-1097	289	6	2018	2018	NUM
sc-1097	289	7	spatial	spatial	ADJ
sc-1097	289	8	cluster	cluster	NOUN
sc-1097	289	9	analysis	analysis	NOUN
sc-1097	289	10	in	in	ADP
sc-1097	289	11	our	our	PRON
sc-1097	289	12	research	research	NOUN
sc-1097	290	1	,	,	PUNCT
sc-1097	290	2	we	we	PRON
sc-1097	290	3	seek	seek	VERB
sc-1097	290	4	to	to	PART
sc-1097	290	5	understand	understand	VERB
sc-1097	290	6	bss	bss	NOUN
sc-1097	290	7	users	user	NOUN
sc-1097	290	8	'	'	PART
sc-1097	290	9	behaviors	behavior	NOUN
sc-1097	290	10	,	,	PUNCT
sc-1097	290	11	particularly	particularly	ADV
sc-1097	290	12	the	the	DET
sc-1097	290	13	inflow	inflow	NOUN
sc-1097	290	14	and	and	CCONJ
sc-1097	290	15	outflow	outflow	NOUN
sc-1097	290	16	of	of	ADP
sc-1097	290	17	trips	trip	NOUN
sc-1097	290	18	in	in	ADP
sc-1097	290	19	each	each	DET
sc-1097	290	20	station	station	NOUN
sc-1097	290	21	and	and	CCONJ
sc-1097	290	22	the	the	DET
sc-1097	290	23	frequency	frequency	NOUN
sc-1097	290	24	of	of	ADP
sc-1097	290	25	stations	station	NOUN
sc-1097	290	26	’	'	PUNCT
sc-1097	290	27	usage	usage	NOUN
sc-1097	290	28	.	.	PUNCT
sc-1097	291	1	hence	hence	ADV
sc-1097	291	2	,	,	PUNCT
sc-1097	291	3	we	we	PRON
sc-1097	291	4	aim	aim	VERB
sc-1097	291	5	to	to	PART
sc-1097	291	6	perform	perform	VERB
sc-1097	291	7	clustering	cluster	VERB
sc-1097	291	8	analysis	analysis	NOUN
sc-1097	291	9	identifying	identify	VERB
sc-1097	291	10	geographical	geographical	ADJ
sc-1097	291	11	patterns	pattern	NOUN
sc-1097	291	12	in	in	ADP
sc-1097	291	13	lisbon	lisbon	PROPN
sc-1097	291	14	bss	bss	PROPN
sc-1097	291	15	.	.	PUNCT
sc-1097	292	1	datum	datum	NOUN
sc-1097	292	2	system	system	NOUN
sc-1097	292	3	of	of	ADP
sc-1097	292	4	latitude	latitude	NOUN
sc-1097	292	5	and	and	CCONJ
sc-1097	292	6	longitude	longitude	ADJ
sc-1097	292	7	coordinates	coordinate	NOUN
sc-1097	292	8	was	be	AUX
sc-1097	292	9	normalized	normalize	VERB
sc-1097	292	10	and	and	CCONJ
sc-1097	292	11	processed	process	VERB
sc-1097	292	12	in	in	ADP
sc-1097	292	13	world	world	NOUN
sc-1097	292	14	geodesic	geodesic	ADJ
sc-1097	292	15	system	system	NOUN
sc-1097	292	16	1984	1984	NUM
sc-1097	292	17	(	(	PUNCT
sc-1097	292	18	wgs84	wgs84	PROPN
sc-1097	292	19	)	)	PUNCT
sc-1097	292	20	regarding	regard	VERB
sc-1097	292	21	station	station	NOUN
sc-1097	292	22	trips	trip	NOUN
sc-1097	292	23	data	datum	NOUN
sc-1097	292	24	.	.	PUNCT
sc-1097	293	1	geographic	geographic	ADJ
sc-1097	293	2	clustering	clustering	NOUN
sc-1097	293	3	was	be	AUX
sc-1097	293	4	performed	perform	VERB
sc-1097	293	5	with	with	ADP
sc-1097	293	6	k	k	X
sc-1097	293	7	-	-	PUNCT
sc-1097	293	8	means	mean	NOUN
sc-1097	293	9	was	be	AUX
sc-1097	293	10	performed	perform	VERB
sc-1097	293	11	and	and	CCONJ
sc-1097	293	12	an	an	DET
sc-1097	293	13	additional	additional	ADJ
sc-1097	293	14	data	datum	NOUN
sc-1097	293	15	pre	pre	ADJ
sc-1097	293	16	-	-	ADJ
sc-1097	293	17	processing	processing	ADJ
sc-1097	293	18	step	step	NOUN
sc-1097	293	19	was	be	AUX
sc-1097	293	20	required	require	VERB
sc-1097	293	21	before	before	ADP
sc-1097	293	22	performing	perform	VERB
sc-1097	293	23	it	it	PRON
sc-1097	293	24	.	.	PUNCT
sc-1097	294	1	to	to	PART
sc-1097	294	2	generate	generate	VERB
sc-1097	294	3	station	station	NOUN
sc-1097	294	4	trips	trip	NOUN
sc-1097	294	5	cluster	cluster	NOUN
sc-1097	294	6	,	,	PUNCT
sc-1097	294	7	we	we	PRON
sc-1097	294	8	first	first	ADV
sc-1097	294	9	counted	count	VERB
sc-1097	294	10	all	all	DET
sc-1097	294	11	trips	trip	NOUN
sc-1097	294	12	of	of	ADP
sc-1097	294	13	every	every	DET
sc-1097	294	14	stations	station	NOUN
sc-1097	294	15	,	,	PUNCT
sc-1097	294	16	irrespectively	irrespectively	ADV
sc-1097	294	17	if	if	SCONJ
sc-1097	294	18	a	a	DET
sc-1097	294	19	given	give	VERB
sc-1097	294	20	station	station	NOUN
sc-1097	294	21	is	be	AUX
sc-1097	294	22	the	the	DET
sc-1097	294	23	origin	origin	NOUN
sc-1097	294	24	or	or	CCONJ
sc-1097	294	25	destination	destination	NOUN
sc-1097	294	26	of	of	ADP
sc-1097	294	27	a	a	DET
sc-1097	294	28	trip	trip	NOUN
sc-1097	294	29	.	.	PUNCT
sc-1097	295	1	to	to	ADP
sc-1097	295	2	this	this	DET
sc-1097	295	3	aim	aim	NOUN
sc-1097	295	4	,	,	PUNCT
sc-1097	295	5	we	we	PRON
sc-1097	295	6	splited	split	VERB
sc-1097	295	7	the	the	DET
sc-1097	295	8	original	original	ADJ
sc-1097	295	9	“	"	PUNCT
sc-1097	295	10	bike	bike	NOUN
sc-1097	295	11	trips	trip	NOUN
sc-1097	295	12	dataset	dataset	NOUN
sc-1097	295	13	”	"	PUNCT
sc-1097	295	14	in	in	ADP
sc-1097	295	15	two	two	NUM
sc-1097	295	16	,	,	PUNCT
sc-1097	295	17	one	one	NUM
sc-1097	295	18	with	with	ADP
sc-1097	295	19	the	the	DET
sc-1097	295	20	‘	'	PUNCT
sc-1097	295	21	station_start	station_start	NOUN
sc-1097	295	22	’	'	PUNCT
sc-1097	295	23	variable	variable	NOUN
sc-1097	295	24	and	and	CCONJ
sc-1097	295	25	the	the	DET
sc-1097	295	26	other	other	ADJ
sc-1097	295	27	with	with	ADP
sc-1097	295	28	the	the	DET
sc-1097	295	29	‘	'	PUNCT
sc-1097	295	30	station_end	station_end	ADJ
sc-1097	295	31	’	'	PUNCT
sc-1097	295	32	variable	variable	NOUN
sc-1097	295	33	.	.	PUNCT
sc-1097	296	1	then	then	ADV
sc-1097	296	2	,	,	PUNCT
sc-1097	296	3	the	the	DET
sc-1097	296	4	‘	'	PUNCT
sc-1097	296	5	station_start	station_start	NOUN
sc-1097	296	6	’	'	PUNCT
sc-1097	296	7	and	and	CCONJ
sc-1097	296	8	‘	'	PUNCT
sc-1097	296	9	station_end	station_end	NOUN
sc-1097	296	10	’	'	PUNCT
sc-1097	296	11	variables	variable	NOUN
sc-1097	296	12	were	be	AUX
sc-1097	296	13	changed	change	VERB
sc-1097	296	14	to	to	ADP
sc-1097	296	15	“	"	PUNCT
sc-1097	296	16	station	station	NOUN
sc-1097	296	17	”	"	PUNCT
sc-1097	296	18	in	in	ADP
sc-1097	296	19	the	the	DET
sc-1097	296	20	corresponding	corresponding	ADJ
sc-1097	296	21	datasets	dataset	NOUN
sc-1097	296	22	.	.	PUNCT
sc-1097	297	1	afterwards	afterwards	ADV
sc-1097	297	2	,	,	PUNCT
sc-1097	297	3	both	both	DET
sc-1097	297	4	datasets	dataset	NOUN
sc-1097	297	5	were	be	AUX
sc-1097	297	6	concatenated	concatenate	VERB
sc-1097	297	7	within	within	ADP
sc-1097	297	8	the	the	DET
sc-1097	297	9	station	station	NOUN
sc-1097	297	10	variable	variable	NOUN
sc-1097	297	11	and	and	CCONJ
sc-1097	297	12	trip	trip	NOUN
sc-1097	297	13	count	count	NOUN
sc-1097	297	14	was	be	AUX
sc-1097	297	15	computed	compute	VERB
sc-1097	297	16	for	for	ADP
sc-1097	297	17	each	each	DET
sc-1097	297	18	station	station	NOUN
sc-1097	297	19	.	.	PUNCT
sc-1097	298	1	it	it	PRON
sc-1097	298	2	resulted	result	VERB
sc-1097	298	3	in	in	ADP
sc-1097	298	4	a	a	DET
sc-1097	298	5	dataset	dataset	NOUN
sc-1097	298	6	(	(	PUNCT
sc-1097	298	7	table	table	NOUN
sc-1097	298	8	15	15	NUM
sc-1097	298	9	)	)	PUNCT
sc-1097	298	10	with	with	ADP
sc-1097	298	11	six	six	NUM
sc-1097	298	12	variables	variable	NOUN
sc-1097	298	13	:	:	PUNCT
sc-1097	298	14	station	station	NOUN
sc-1097	298	15	,	,	PUNCT
sc-1097	298	16	number	number	NOUN
sc-1097	298	17	of	of	ADP
sc-1097	298	18	trips	trip	NOUN
sc-1097	298	19	,	,	PUNCT
sc-1097	298	20	station	station	NOUN
sc-1097	298	21	designation	designation	NOUN
sc-1097	298	22	,	,	PUNCT
sc-1097	298	23	latitude	latitude	NOUN
sc-1097	298	24	,	,	PUNCT
sc-1097	298	25	longitude	longitude	NOUN
sc-1097	298	26	and	and	CCONJ
sc-1097	298	27	dock	dock	NOUN
sc-1097	298	28	capacity	capacity	NOUN
sc-1097	298	29	.	.	PUNCT
sc-1097	299	1	latitude	latitude	NOUN
sc-1097	299	2	and	and	CCONJ
sc-1097	299	3	longitude	longitude	ADJ
sc-1097	299	4	variables	variable	NOUN
sc-1097	299	5	were	be	AUX
sc-1097	299	6	used	use	VERB
sc-1097	299	7	for	for	ADP
sc-1097	299	8	the	the	DET
sc-1097	299	9	geographical	geographical	ADJ
sc-1097	299	10	analysis	analysis	NOUN
sc-1097	299	11	.	.	PUNCT
sc-1097	300	1	table	table	NOUN
sc-1097	300	2	15	15	NUM
sc-1097	300	3	.	.	PUNCT
sc-1097	301	1	clustering	cluster	VERB
sc-1097	301	2	dataset	dataset	VERB
sc-1097	301	3	first	first	ADJ
sc-1097	301	4	row	row	NOUN
sc-1097	301	5	entry	entry	NOUN
sc-1097	301	6	station	station	NOUN
sc-1097	301	7	n_trips	n_trip	NOUN
sc-1097	301	8	designation	designation	NOUN
sc-1097	301	9	lat	lat	PROPN
sc-1097	301	10	lon	lon	PROPN
sc-1097	301	11	c_docas	c_docas	X
sc-1097	301	12	446	446	NUM
sc-1097	301	13	62600	62600	NUM
sc-1097	301	14	446	446	NUM
sc-1097	301	15	–	–	PUNCT
sc-1097	301	16	av	av	NOUN
sc-1097	301	17	.	.	PUNCT
sc-1097	301	18	república/	república/	NUM
sc-1097	301	19	interface	interface	NOUN
sc-1097	301	20	entrecampos	entrecampos	NOUN
sc-1097	301	21	38.744560	38.744560	NUM
sc-1097	301	22	9.147730	9.147730	NUM
sc-1097	301	23	40	40	NUM
sc-1097	301	24	to	to	PART
sc-1097	301	25	perform	perform	VERB
sc-1097	301	26	k	k	NOUN
sc-1097	301	27	-	-	PUNCT
sc-1097	301	28	means	means	NOUN
sc-1097	301	29	,	,	PUNCT
sc-1097	301	30	we	we	PRON
sc-1097	301	31	used	use	VERB
sc-1097	301	32	the	the	DET
sc-1097	301	33	elbow	elbow	NOUN
sc-1097	301	34	algorithm	algorithm	NOUN
sc-1097	302	1	[	[	X
sc-1097	302	2	52	52	NUM
sc-1097	302	3	]	]	PUNCT
sc-1097	302	4	,	,	PUNCT
sc-1097	302	5	to	to	PART
sc-1097	302	6	find	find	VERB
sc-1097	302	7	the	the	DET
sc-1097	302	8	optimal	optimal	ADJ
sc-1097	302	9	k	k	ADJ
sc-1097	302	10	number	number	NOUN
sc-1097	302	11	through	through	ADP
sc-1097	302	12	the	the	DET
sc-1097	302	13	sse	sse	NOUN
sc-1097	302	14	(	(	PUNCT
sc-1097	302	15	sum	sum	NOUN
sc-1097	302	16	of	of	ADP
sc-1097	302	17	squared	square	VERB
sc-1097	302	18	errors	error	NOUN
sc-1097	302	19	)	)	PUNCT
sc-1097	302	20	calculation	calculation	NOUN
sc-1097	302	21	.	.	PUNCT
sc-1097	303	1	as	as	SCONJ
sc-1097	303	2	shown	show	VERB
sc-1097	303	3	in	in	ADP
sc-1097	303	4	figure	figure	NOUN
sc-1097	303	5	14	14	NUM
sc-1097	303	6	,	,	PUNCT
sc-1097	303	7	the	the	DET
sc-1097	303	8	k	k	PROPN
sc-1097	303	9	value	value	NOUN
sc-1097	303	10	of	of	ADP
sc-1097	303	11	four	four	NUM
sc-1097	303	12	corresponds	correspond	NOUN
sc-1097	303	13	to	to	ADP
sc-1097	303	14	the	the	DET
sc-1097	303	15	minimum	minimum	ADJ
sc-1097	303	16	sse	sse	NOUN
sc-1097	303	17	of	of	ADP
sc-1097	303	18	the	the	DET
sc-1097	303	19	k	k	PROPN
sc-1097	303	20	optimal	optimal	ADJ
sc-1097	303	21	value	value	NOUN
sc-1097	303	22	.	.	PUNCT
sc-1097	304	1	the	the	DET
sc-1097	304	2	four	four	NUM
sc-1097	304	3	spatial	spatial	ADJ
sc-1097	304	4	clusters	cluster	NOUN
sc-1097	304	5	of	of	ADP
sc-1097	304	6	bike	bike	NOUN
sc-1097	304	7	station	station	NOUN
sc-1097	304	8	trips	trip	NOUN
sc-1097	304	9	(	(	PUNCT
sc-1097	304	10	see	see	VERB
sc-1097	304	11	fig	fig	NOUN
sc-1097	304	12	.	.	PUNCT
sc-1097	304	13	15	15	NUM
sc-1097	304	14	)	)	PUNCT
sc-1097	304	15	are	be	AUX
sc-1097	304	16	:	:	PUNCT
sc-1097	304	17	first	first	ADV
sc-1097	304	18	,	,	PUNCT
sc-1097	304	19	in	in	ADP
sc-1097	304	20	the	the	DET
sc-1097	304	21	center	center	NOUN
sc-1097	304	22	of	of	ADP
sc-1097	304	23	lisbon	lisbon	PROPN
sc-1097	304	24	,	,	PUNCT
sc-1097	304	25	in	in	ADP
sc-1097	304	26	the	the	DET
sc-1097	304	27	axis	axis	NOUN
sc-1097	304	28	from	from	ADP
sc-1097	304	29	alvalade	alvalade	ADV
sc-1097	304	30	to	to	ADP
sc-1097	304	31	saldanha	saldanha	NOUN
sc-1097	304	32	(	(	PUNCT
sc-1097	304	33	in	in	ADP
sc-1097	304	34	blue	blue	ADJ
sc-1097	304	35	)	)	PUNCT
sc-1097	304	36	,	,	PUNCT
sc-1097	304	37	second	second	ADJ
sc-1097	304	38	in	in	ADP
sc-1097	304	39	the	the	DET
sc-1097	304	40	northwest	northwest	ADJ
sc-1097	304	41	side	side	NOUN
sc-1097	304	42	of	of	ADP
sc-1097	304	43	lisbon	lisbon	PROPN
sc-1097	304	44	from	from	ADP
sc-1097	304	45	telheiras	telheira	NOUN
sc-1097	304	46	to	to	ADP
sc-1097	304	47	campo	campo	VERB
sc-1097	304	48	grande	grande	PROPN
sc-1097	304	49	/	/	SYM
sc-1097	304	50	museu	museu	NOUN
sc-1097	304	51	da	da	PROPN
sc-1097	304	52	cidade	cidade	NOUN
sc-1097	304	53	(	(	PUNCT
sc-1097	304	54	in	in	ADP
sc-1097	304	55	yellow	yellow	NOUN
sc-1097	304	56	)	)	PUNCT
sc-1097	304	57	,	,	PUNCT
sc-1097	304	58	third	third	ADV
sc-1097	304	59	in	in	ADP
sc-1097	304	60	lisbon	lisbon	PROPN
sc-1097	304	61	downtown	downtown	NOUN
sc-1097	304	62	area	area	NOUN
sc-1097	304	63	,	,	PUNCT
sc-1097	304	64	from	from	ADP
sc-1097	304	65	marquês	marquês	PROPN
sc-1097	304	66	de	de	X
sc-1097	304	67	pombal	pombal	PROPN
sc-1097	304	68	to	to	ADP
sc-1097	304	69	baixa	baixa	PROPN
sc-1097	304	70	(	(	PUNCT
sc-1097	304	71	in	in	ADP
sc-1097	304	72	purple	purple	NOUN
sc-1097	304	73	)	)	PUNCT
sc-1097	304	74	,	,	PUNCT
sc-1097	304	75	and	and	CCONJ
sc-1097	304	76	a	a	DET
sc-1097	304	77	fourth	fourth	ADJ
sc-1097	304	78	,	,	PUNCT
sc-1097	304	79	in	in	ADP
sc-1097	304	80	northwest	northwest	NOUN
sc-1097	304	81	of	of	ADP
sc-1097	304	82	lisbon	lisbon	PROPN
sc-1097	304	83	,	,	PUNCT
sc-1097	304	84	in	in	ADP
sc-1097	304	85	parque	parque	NOUN
sc-1097	304	86	das	das	PROPN
sc-1097	304	87	nações	nações	NOUN
sc-1097	304	88	(	(	PUNCT
sc-1097	304	89	in	in	ADP
sc-1097	304	90	green	green	NOUN
sc-1097	304	91	)	)	PUNCT
sc-1097	304	92	.	.	PUNCT
sc-1097	305	1	table	table	NOUN
sc-1097	305	2	16	16	NUM
sc-1097	305	3	shows	show	VERB
sc-1097	305	4	cluster	cluster	NOUN
sc-1097	305	5	centroids	centroid	NOUN
sc-1097	305	6	of	of	ADP
sc-1097	305	7	the	the	DET
sc-1097	305	8	geographic	geographic	ADJ
sc-1097	305	9	clustering	clustering	NOUN
sc-1097	305	10	generated	generate	VERB
sc-1097	305	11	by	by	ADP
sc-1097	305	12	k	k	PROPN
sc-1097	305	13	-	-	PUNCT
sc-1097	305	14	means	mean	NOUN
sc-1097	305	15	.	.	PUNCT
sc-1097	306	1	figure	figure	NOUN
sc-1097	306	2	14	14	NUM
sc-1097	306	3	.	.	PUNCT
sc-1097	307	1	elbow	elbow	VERB
sc-1097	307	2	method	method	PROPN
sc-1097	307	3	plot	plot	NOUN
sc-1097	307	4	eai	eai	PROPN
sc-1097	307	5	endorsed	endorse	VERB
sc-1097	307	6	transactions	transaction	NOUN
sc-1097	307	7	on	on	ADP
sc-1097	307	8	smart	smart	ADJ
sc-1097	307	9	cities	city	NOUN
sc-1097	307	10	08	08	NUM
sc-1097	307	11	2021	2021	NUM
sc-1097	307	12	10	10	NUM
sc-1097	307	13	2021	2021	NUM
sc-1097	307	14	|	|	ADV
sc-1097	307	15	volume	volume	NOUN
sc-1097	307	16	5	5	NUM
sc-1097	307	17	|	|	ADV
sc-1097	307	18	issue	issue	NOUN
sc-1097	307	19	16	16	NUM
sc-1097	307	20	|	|	ADV
sc-1097	307	21	e2	e2	PROPN
sc-1097	307	22	vitória	vitória	PROPN
sc-1097	307	23	albuquerque	albuquerque	PROPN
sc-1097	307	24	et	et	PROPN
sc-1097	307	25	al	al	PROPN
sc-1097	307	26	.	.	PROPN
sc-1097	308	1	14	14	NUM
sc-1097	308	2	figure	figure	NOUN
sc-1097	308	3	15	15	NUM
sc-1097	308	4	.	.	PUNCT
sc-1097	309	1	spatial	spatial	ADJ
sc-1097	309	2	clustering	clustering	NOUN
sc-1097	309	3	of	of	ADP
sc-1097	309	4	stations	station	NOUN
sc-1097	309	5	where	where	SCONJ
sc-1097	309	6	bike	bike	NOUN
sc-1097	309	7	trips	trip	NOUN
sc-1097	309	8	start	start	VERB
sc-1097	309	9	and/or	and/or	CCONJ
sc-1097	309	10	end	end	VERB
sc-1097	309	11	(	(	PUNCT
sc-1097	309	12	yellow	yellow	ADJ
sc-1097	309	13	:	:	PUNCT
sc-1097	309	14	telheiras	telheira	NOUN
sc-1097	309	15	-	-	PUNCT
sc-1097	309	16	campo	campo	ADJ
sc-1097	309	17	grande	grande	PROPN
sc-1097	309	18	/	/	SYM
sc-1097	309	19	museu	museu	NOUN
sc-1097	309	20	da	da	PROPN
sc-1097	309	21	cidade	cidade	NOUN
sc-1097	309	22	;	;	PUNCT
sc-1097	309	23	blue	blue	ADJ
sc-1097	309	24	:	:	PUNCT
sc-1097	309	25	alvalade	alvalade	NOUN
sc-1097	309	26	-	-	PUNCT
sc-1097	309	27	saldanha	saldanha	NOUN
sc-1097	309	28	;	;	PUNCT
sc-1097	309	29	purple	purple	ADJ
sc-1097	309	30	:	:	PUNCT
sc-1097	309	31	marquês	marquês	PROPN
sc-1097	309	32	de	de	ADP
sc-1097	309	33	pombal	pombal	PROPN
sc-1097	309	34	-	-	PUNCT
sc-1097	309	35	baixa	baixa	ADJ
sc-1097	309	36	;	;	PUNCT
sc-1097	309	37	green	green	ADJ
sc-1097	309	38	:	:	PUNCT
sc-1097	309	39	parque	parque	VERB
sc-1097	309	40	das	das	PROPN
sc-1097	309	41	nações	nações	NOUN
sc-1097	309	42	)	)	PUNCT
sc-1097	309	43	.	.	PUNCT
sc-1097	310	1	table	table	NOUN
sc-1097	310	2	16	16	NUM
sc-1097	310	3	.	.	PUNCT
sc-1097	311	1	cluster	cluster	NOUN
sc-1097	311	2	centroids	centroid	NOUN
sc-1097	311	3	latitude	latitude	NOUN
sc-1097	311	4	longitude	longitude	VERB
sc-1097	311	5	38.743263	38.743263	NUM
sc-1097	311	6	-9.144271	-9.144271	NOUN
sc-1097	311	7	38.772288	38.772288	NUM
sc-1097	311	8	-9.095947	-9.095947	NOUN
sc-1097	311	9	38.715984	38.715984	NUM
sc-1097	311	10	38.759463	38.759463	NUM
sc-1097	311	11	-9.143659	-9.143659	NOUN
sc-1097	311	12	-9.168919	-9.168919	PROPN
sc-1097	311	13	a	a	DET
sc-1097	311	14	second	second	ADJ
sc-1097	311	15	analysis	analysis	NOUN
sc-1097	311	16	was	be	AUX
sc-1097	311	17	focused	focus	VERB
sc-1097	311	18	on	on	ADP
sc-1097	311	19	station	station	NOUN
sc-1097	311	20	usage	usage	NOUN
sc-1097	311	21	clustering	clustering	NOUN
sc-1097	311	22	.	.	PUNCT
sc-1097	312	1	for	for	ADP
sc-1097	312	2	that	that	DET
sc-1097	312	3	purpose	purpose	NOUN
sc-1097	312	4	,	,	PUNCT
sc-1097	312	5	the	the	DET
sc-1097	312	6	variable	variable	ADJ
sc-1097	312	7	n_trips	n_trip	NOUN
sc-1097	312	8	was	be	AUX
sc-1097	312	9	used	use	VERB
sc-1097	312	10	for	for	ADP
sc-1097	312	11	clustering	clustering	NOUN
sc-1097	312	12	,	,	PUNCT
sc-1097	312	13	representing	represent	VERB
sc-1097	312	14	the	the	DET
sc-1097	312	15	number	number	NOUN
sc-1097	312	16	of	of	ADP
sc-1097	312	17	station	station	NOUN
sc-1097	312	18	trips	trip	NOUN
sc-1097	312	19	.	.	PUNCT
sc-1097	313	1	then	then	ADV
sc-1097	313	2	k	k	X
sc-1097	313	3	-	-	PUNCT
sc-1097	313	4	means	mean	NOUN
sc-1097	313	5	was	be	AUX
sc-1097	313	6	performed	perform	VERB
sc-1097	313	7	,	,	PUNCT
sc-1097	313	8	with	with	ADP
sc-1097	313	9	the	the	DET
sc-1097	313	10	same	same	ADJ
sc-1097	313	11	type	type	NOUN
sc-1097	313	12	of	of	ADP
sc-1097	313	13	approach	approach	NOUN
sc-1097	313	14	to	to	PART
sc-1097	313	15	find	find	VERB
sc-1097	313	16	the	the	DET
sc-1097	313	17	optimal	optimal	ADJ
sc-1097	313	18	k	k	ADJ
sc-1097	313	19	number	number	NOUN
sc-1097	313	20	,	,	PUNCT
sc-1097	313	21	as	as	ADP
sc-1097	313	22	in	in	ADP
sc-1097	313	23	the	the	DET
sc-1097	313	24	prior	prior	ADJ
sc-1097	313	25	geographical	geographical	ADJ
sc-1097	313	26	cluster	cluster	NOUN
sc-1097	313	27	analysis	analysis	NOUN
sc-1097	313	28	.	.	PUNCT
sc-1097	314	1	four	four	NUM
sc-1097	314	2	clusters	cluster	NOUN
sc-1097	314	3	were	be	AUX
sc-1097	314	4	computed	compute	VERB
sc-1097	314	5	(	(	PUNCT
sc-1097	314	6	see	see	VERB
sc-1097	314	7	fig	fig	NOUN
sc-1097	314	8	.	.	PUNCT
sc-1097	315	1	16	16	NUM
sc-1097	315	2	)	)	PUNCT
sc-1097	316	1	and	and	CCONJ
sc-1097	316	2	the	the	DET
sc-1097	316	3	four	four	NUM
sc-1097	316	4	most	most	ADV
sc-1097	316	5	frequently	frequently	ADV
sc-1097	316	6	used	use	VERB
sc-1097	316	7	stations	station	NOUN
sc-1097	316	8	(	(	PUNCT
sc-1097	316	9	labelled	label	VERB
sc-1097	316	10	in	in	ADP
sc-1097	316	11	blue	blue	ADJ
sc-1097	316	12	)	)	PUNCT
sc-1097	316	13	are	be	AUX
sc-1097	316	14	located	locate	VERB
sc-1097	316	15	in	in	ADP
sc-1097	316	16	the	the	DET
sc-1097	316	17	city	city	NOUN
sc-1097	316	18	centre	centre	NOUN
sc-1097	316	19	,	,	PUNCT
sc-1097	316	20	while	while	SCONJ
sc-1097	316	21	the	the	DET
sc-1097	316	22	fifth	fifth	ADJ
sc-1097	316	23	one	one	NOUN
sc-1097	316	24	is	be	AUX
sc-1097	316	25	in	in	ADP
sc-1097	316	26	the	the	DET
sc-1097	316	27	northeast	northeast	NOUN
sc-1097	316	28	.	.	PUNCT
sc-1097	317	1	these	these	DET
sc-1097	317	2	stations	station	NOUN
sc-1097	317	3	correspond	correspond	VERB
sc-1097	317	4	to	to	ADP
sc-1097	317	5	the	the	DET
sc-1097	317	6	top	top	ADJ
sc-1097	317	7	five	five	NUM
sc-1097	317	8	most	most	ADV
sc-1097	317	9	popular	popular	ADJ
sc-1097	317	10	stations	station	NOUN
sc-1097	317	11	,	,	PUNCT
sc-1097	317	12	identified	identify	VERB
sc-1097	317	13	in	in	ADP
sc-1097	317	14	the	the	DET
sc-1097	317	15	previous	previous	ADJ
sc-1097	317	16	sub	sub	ADJ
sc-1097	317	17	-	-	ADJ
sc-1097	317	18	section	section	ADJ
sc-1097	317	19	figure	figure	NOUN
sc-1097	317	20	16	16	NUM
sc-1097	317	21	.	.	PUNCT
sc-1097	318	1	spatial	spatial	ADJ
sc-1097	318	2	clustering	clustering	NOUN
sc-1097	318	3	by	by	ADP
sc-1097	318	4	the	the	DET
sc-1097	318	5	number	number	NOUN
sc-1097	318	6	of	of	ADP
sc-1097	318	7	trips	trip	NOUN
sc-1097	318	8	that	that	PRON
sc-1097	318	9	start	start	VERB
sc-1097	318	10	and/or	and/or	CCONJ
sc-1097	318	11	end	end	VERB
sc-1097	318	12	on	on	ADP
sc-1097	318	13	a	a	DET
sc-1097	318	14	given	give	VERB
sc-1097	318	15	station	station	NOUN
sc-1097	318	16	(	(	PUNCT
sc-1097	318	17	blue	blue	ADJ
sc-1097	318	18	:	:	PUNCT
sc-1097	318	19	first	first	ADV
sc-1097	318	20	most	most	ADV
sc-1097	318	21	used	use	VERB
sc-1097	318	22	stations	station	NOUN
sc-1097	318	23	;	;	PUNCT
sc-1097	318	24	yellow	yellow	ADJ
sc-1097	318	25	:	:	PUNCT
sc-1097	318	26	second	second	ADJ
sc-1097	318	27	most	most	ADV
sc-1097	318	28	used	use	VERB
sc-1097	318	29	stations	station	NOUN
sc-1097	318	30	;	;	PUNCT
sc-1097	318	31	purple	purple	ADJ
sc-1097	318	32	:	:	PUNCT
sc-1097	318	33	third	third	ADJ
sc-1097	318	34	most	most	ADV
sc-1097	318	35	used	use	VERB
sc-1097	318	36	stations	station	NOUN
sc-1097	318	37	;	;	PUNCT
sc-1097	318	38	green	green	ADJ
sc-1097	318	39	:	:	PUNCT
sc-1097	318	40	fourth	fourth	ADJ
sc-1097	318	41	most	most	ADV
sc-1097	318	42	used	use	VERB
sc-1097	318	43	stations	station	NOUN
sc-1097	318	44	)	)	PUNCT
sc-1097	318	45	.	.	PUNCT
sc-1097	319	1	bike	bike	NOUN
sc-1097	319	2	usage	usage	NOUN
sc-1097	319	3	analysis	analysis	NOUN
sc-1097	319	4	of	of	ADP
sc-1097	319	5	2019	2019	NUM
sc-1097	319	6	and	and	CCONJ
sc-1097	319	7	2020	2020	NUM
sc-1097	319	8	the	the	DET
sc-1097	319	9	same	same	ADJ
sc-1097	319	10	bike	bike	NOUN
sc-1097	319	11	usage	usage	NOUN
sc-1097	319	12	analysis	analysis	NOUN
sc-1097	319	13	method	method	NOUN
sc-1097	319	14	implemented	implement	VERB
sc-1097	319	15	for	for	ADP
sc-1097	319	16	2018	2018	NUM
sc-1097	319	17	data	datum	NOUN
sc-1097	319	18	,	,	PUNCT
sc-1097	319	19	was	be	AUX
sc-1097	319	20	also	also	ADV
sc-1097	319	21	applied	apply	VERB
sc-1097	319	22	in	in	ADP
sc-1097	319	23	2019	2019	NUM
sc-1097	319	24	and	and	CCONJ
sc-1097	319	25	2020	2020	NUM
sc-1097	319	26	data	datum	NOUN
sc-1097	319	27	.	.	PUNCT
sc-1097	320	1	we	we	PRON
sc-1097	320	2	divided	divide	VERB
sc-1097	320	3	the	the	DET
sc-1097	320	4	2019	2019	NUM
sc-1097	320	5	and	and	CCONJ
sc-1097	320	6	2020	2020	NUM
sc-1097	320	7	data	datum	NOUN
sc-1097	320	8	,	,	PUNCT
sc-1097	320	9	in	in	ADP
sc-1097	320	10	two	two	NUM
sc-1097	320	11	separate	separate	ADJ
sc-1097	320	12	datasets	dataset	NOUN
sc-1097	320	13	by	by	ADP
sc-1097	320	14	the	the	DET
sc-1097	320	15	year	year	NOUN
sc-1097	320	16	and	and	CCONJ
sc-1097	320	17	merged	merge	VERB
sc-1097	320	18	each	each	DET
sc-1097	320	19	one	one	NOUN
sc-1097	320	20	with	with	ADP
sc-1097	320	21	the	the	DET
sc-1097	320	22	temporal	temporal	ADJ
sc-1097	320	23	dataset	dataset	NOUN
sc-1097	320	24	.	.	PUNCT
sc-1097	321	1	in	in	ADP
sc-1097	321	2	2019	2019	NUM
sc-1097	321	3	,	,	PUNCT
sc-1097	321	4	data	datum	NOUN
sc-1097	321	5	ranges	range	VERB
sc-1097	321	6	from	from	ADP
sc-1097	321	7	1st	1st	ADJ
sc-1097	321	8	january	january	NOUN
sc-1097	321	9	to	to	ADP
sc-1097	321	10	31st	31st	PROPN
sc-1097	321	11	december	december	PROPN
sc-1097	321	12	,	,	PUNCT
sc-1097	321	13	and	and	CCONJ
sc-1097	321	14	we	we	PRON
sc-1097	321	15	observe	observe	VERB
sc-1097	321	16	that	that	SCONJ
sc-1097	321	17	in	in	ADP
sc-1097	321	18	january	january	PROPN
sc-1097	321	19	,	,	PUNCT
sc-1097	321	20	february	february	PROPN
sc-1097	321	21	,	,	PUNCT
sc-1097	321	22	march	march	PROPN
sc-1097	321	23	,	,	PUNCT
sc-1097	321	24	and	and	CCONJ
sc-1097	321	25	october	october	PROPN
sc-1097	321	26	(	(	PUNCT
sc-1097	321	27	see	see	VERB
sc-1097	321	28	fig	fig	NOUN
sc-1097	321	29	.	.	PUNCT
sc-1097	322	1	17	17	NUM
sc-1097	322	2	)	)	PUNCT
sc-1097	322	3	,	,	PUNCT
sc-1097	322	4	there	there	PRON
sc-1097	322	5	were	be	VERB
sc-1097	322	6	a	a	DET
sc-1097	322	7	total	total	NOUN
sc-1097	322	8	of	of	ADP
sc-1097	322	9	555,429	555,429	NUM
sc-1097	322	10	trips	trip	NOUN
sc-1097	322	11	(	(	PUNCT
sc-1097	322	12	40	40	NUM
sc-1097	322	13	%	%	NOUN
sc-1097	322	14	)	)	PUNCT
sc-1097	322	15	.	.	PUNCT
sc-1097	323	1	on	on	ADP
sc-1097	323	2	the	the	DET
sc-1097	323	3	other	other	ADJ
sc-1097	323	4	hand	hand	NOUN
sc-1097	323	5	,	,	PUNCT
sc-1097	323	6	the	the	DET
sc-1097	323	7	months	month	NOUN
sc-1097	323	8	with	with	ADP
sc-1097	323	9	the	the	DET
sc-1097	323	10	lowest	low	ADJ
sc-1097	323	11	usage	usage	NOUN
sc-1097	323	12	rate	rate	NOUN
sc-1097	323	13	are	be	AUX
sc-1097	323	14	may	may	PROPN
sc-1097	323	15	,	,	PUNCT
sc-1097	323	16	june	june	PROPN
sc-1097	323	17	,	,	PUNCT
sc-1097	323	18	july	july	PROPN
sc-1097	323	19	,	,	PUNCT
sc-1097	323	20	and	and	CCONJ
sc-1097	323	21	august	august	PROPN
sc-1097	323	22	,	,	PUNCT
sc-1097	323	23	corresponding	correspond	VERB
sc-1097	323	24	to	to	ADP
sc-1097	323	25	late	late	ADJ
sc-1097	323	26	spring	spring	NOUN
sc-1097	323	27	and	and	CCONJ
sc-1097	323	28	summer	summer	NOUN
sc-1097	323	29	months	month	NOUN
sc-1097	323	30	,	,	PUNCT
sc-1097	323	31	with	with	ADP
sc-1097	323	32	a	a	DET
sc-1097	323	33	total	total	NOUN
sc-1097	323	34	of	of	ADP
sc-1097	323	35	363,343	363,343	NUM
sc-1097	323	36	trips	trip	NOUN
sc-1097	323	37	(	(	PUNCT
sc-1097	323	38	26	26	NUM
sc-1097	323	39	%	%	NOUN
sc-1097	323	40	)	)	PUNCT
sc-1097	323	41	.	.	PUNCT
sc-1097	324	1	figure	figure	VERB
sc-1097	324	2	17	17	NUM
sc-1097	324	3	.	.	PUNCT
sc-1097	325	1	bike	bike	NOUN
sc-1097	325	2	trip	trip	NOUN
sc-1097	325	3	count	count	NOUN
sc-1097	325	4	by	by	ADP
sc-1097	325	5	month	month	NOUN
sc-1097	325	6	in	in	ADP
sc-1097	325	7	2019	2019	NUM
sc-1097	325	8	in	in	ADP
sc-1097	325	9	2020	2020	NUM
sc-1097	325	10	,	,	PUNCT
sc-1097	325	11	data	datum	NOUN
sc-1097	325	12	ranges	range	VERB
sc-1097	325	13	from	from	ADP
sc-1097	325	14	1st	1st	ADJ
sc-1097	325	15	january	january	NOUN
sc-1097	325	16	to	to	ADP
sc-1097	325	17	4th	4th	ADJ
sc-1097	325	18	june	june	PROPN
sc-1097	325	19	,	,	PUNCT
sc-1097	325	20	and	and	CCONJ
sc-1097	325	21	we	we	PRON
sc-1097	325	22	conclude	conclude	VERB
sc-1097	325	23	that	that	SCONJ
sc-1097	325	24	most	most	ADJ
sc-1097	325	25	users	user	NOUN
sc-1097	325	26	cycle	cycle	NOUN
sc-1097	325	27	in	in	ADP
sc-1097	325	28	january	january	PROPN
sc-1097	325	29	and	and	CCONJ
sc-1097	325	30	february	february	PROPN
sc-1097	325	31	with	with	ADP
sc-1097	325	32	a	a	DET
sc-1097	325	33	total	total	NOUN
sc-1097	325	34	of	of	ADP
sc-1097	325	35	267,390	267,390	NUM
sc-1097	325	36	trips	trip	NOUN
sc-1097	325	37	,	,	PUNCT
sc-1097	325	38	representing	represent	VERB
sc-1097	325	39	53	53	NUM
sc-1097	325	40	%	%	NOUN
sc-1097	325	41	of	of	ADP
sc-1097	325	42	all	all	DET
sc-1097	325	43	trips	trip	NOUN
sc-1097	325	44	.	.	PUNCT
sc-1097	326	1	there	there	PRON
sc-1097	326	2	is	be	VERB
sc-1097	326	3	a	a	DET
sc-1097	326	4	decrease	decrease	NOUN
sc-1097	326	5	in	in	ADP
sc-1097	326	6	trips	trip	NOUN
sc-1097	326	7	from	from	ADP
sc-1097	326	8	march	march	PROPN
sc-1097	326	9	to	to	ADP
sc-1097	326	10	april	april	PROPN
sc-1097	326	11	(	(	PUNCT
sc-1097	326	12	see	see	VERB
sc-1097	326	13	fig	fig	NOUN
sc-1097	326	14	.	.	PUNCT
sc-1097	327	1	18	18	NUM
sc-1097	327	2	)	)	PUNCT
sc-1097	327	3	of	of	ADP
sc-1097	327	4	eai	eai	PROPN
sc-1097	327	5	endorsed	endorse	VERB
sc-1097	327	6	transactions	transaction	NOUN
sc-1097	327	7	on	on	ADP
sc-1097	327	8	smart	smart	ADJ
sc-1097	327	9	cities	city	NOUN
sc-1097	327	10	08	08	NUM
sc-1097	327	11	2021	2021	NUM
sc-1097	327	12	10	10	NUM
sc-1097	327	13	2021	2021	NUM
sc-1097	327	14	|	|	ADV
sc-1097	327	15	volume	volume	NOUN
sc-1097	327	16	5	5	NUM
sc-1097	327	17	|	|	ADV
sc-1097	327	18	issue	issue	NOUN
sc-1097	327	19	16	16	NUM
sc-1097	328	1	|	|	NOUN
sc-1097	328	2	e2	e2	PROPN
sc-1097	328	3	bike	bike	NOUN
sc-1097	328	4	-	-	PUNCT
sc-1097	328	5	sharing	share	VERB
sc-1097	328	6	mobility	mobility	NOUN
sc-1097	328	7	patterns	pattern	NOUN
sc-1097	328	8	:	:	PUNCT
sc-1097	328	9	a	a	DET
sc-1097	328	10	data	data	NOUN
sc-1097	328	11	-	-	PUNCT
sc-1097	328	12	driven	drive	VERB
sc-1097	328	13	analysis	analysis	NOUN
sc-1097	328	14	for	for	ADP
sc-1097	328	15	the	the	DET
sc-1097	328	16	city	city	NOUN
sc-1097	328	17	of	of	ADP
sc-1097	328	18	lisbon	lisbon	PROPN
sc-1097	328	19	15	15	NUM
sc-1097	328	20	about	about	ADV
sc-1097	328	21	50	50	NUM
sc-1097	328	22	%	%	NOUN
sc-1097	328	23	(	(	PUNCT
sc-1097	328	24	meaning	meaning	NOUN
sc-1097	328	25	from	from	ADP
sc-1097	328	26	80,803	80,803	NUM
sc-1097	328	27	to	to	ADP
sc-1097	328	28	40,082	40,082	NUM
sc-1097	328	29	trips	trip	NOUN
sc-1097	328	30	)	)	PUNCT
sc-1097	328	31	.	.	PUNCT
sc-1097	329	1	afterwards	afterwards	ADV
sc-1097	329	2	,	,	PUNCT
sc-1097	329	3	there	there	PRON
sc-1097	329	4	is	be	VERB
sc-1097	329	5	an	an	DET
sc-1097	329	6	accentuated	accentuate	VERB
sc-1097	329	7	decrease	decrease	NOUN
sc-1097	329	8	of	of	ADP
sc-1097	329	9	trips	trip	NOUN
sc-1097	329	10	in	in	ADP
sc-1097	329	11	may	may	PROPN
sc-1097	329	12	and	and	CCONJ
sc-1097	329	13	june	june	PROPN
sc-1097	329	14	,	,	PUNCT
sc-1097	329	15	of	of	ADP
sc-1097	329	16	86	86	NUM
sc-1097	329	17	%	%	NOUN
sc-1097	329	18	.	.	PUNCT
sc-1097	330	1	this	this	PRON
sc-1097	330	2	shows	show	VERB
sc-1097	330	3	a	a	DET
sc-1097	330	4	strong	strong	ADJ
sc-1097	330	5	impact	impact	NOUN
sc-1097	330	6	of	of	ADP
sc-1097	330	7	the	the	DET
sc-1097	330	8	lockdown	lockdown	NOUN
sc-1097	330	9	on	on	ADP
sc-1097	330	10	bss	bss	NOUN
sc-1097	330	11	mobility	mobility	NOUN
sc-1097	330	12	patterns	pattern	NOUN
sc-1097	330	13	,	,	PUNCT
sc-1097	330	14	due	due	ADJ
sc-1097	330	15	to	to	PART
sc-1097	330	16	covid	covid	VERB
sc-1097	330	17	19	19	NUM
sc-1097	330	18	pandemic	pandemic	ADJ
sc-1097	330	19	.	.	PUNCT
sc-1097	331	1	figure	figure	NOUN
sc-1097	331	2	18	18	NUM
sc-1097	331	3	.	.	PUNCT
sc-1097	332	1	bike	bike	NOUN
sc-1097	332	2	trip	trip	NOUN
sc-1097	332	3	count	count	NOUN
sc-1097	332	4	by	by	ADP
sc-1097	332	5	month	month	NOUN
sc-1097	332	6	in	in	ADP
sc-1097	332	7	2020	2020	NUM
sc-1097	332	8	moreover	moreover	ADV
sc-1097	332	9	,	,	PUNCT
sc-1097	332	10	we	we	PRON
sc-1097	332	11	performed	perform	VERB
sc-1097	332	12	a	a	DET
sc-1097	332	13	weekday	weekday	NOUN
sc-1097	332	14	analysis	analysis	NOUN
sc-1097	332	15	,	,	PUNCT
sc-1097	332	16	applying	apply	VERB
sc-1097	332	17	the	the	DET
sc-1097	332	18	same	same	ADJ
sc-1097	332	19	method	method	NOUN
sc-1097	332	20	as	as	ADP
sc-1097	332	21	in	in	ADP
sc-1097	332	22	2018	2018	NUM
sc-1097	332	23	.	.	PUNCT
sc-1097	333	1	in	in	ADP
sc-1097	333	2	2019	2019	NUM
sc-1097	333	3	,	,	PUNCT
sc-1097	333	4	the	the	DET
sc-1097	333	5	weekday	weekday	NOUN
sc-1097	333	6	analysis	analysis	NOUN
sc-1097	333	7	results	result	NOUN
sc-1097	333	8	show	show	VERB
sc-1097	333	9	(	(	PUNCT
sc-1097	333	10	see	see	VERB
sc-1097	333	11	fig	fig	NOUN
sc-1097	333	12	.	.	PUNCT
sc-1097	334	1	19	19	NUM
sc-1097	334	2	)	)	PUNCT
sc-1097	334	3	that	that	PRON
sc-1097	334	4	users	user	NOUN
sc-1097	334	5	tend	tend	VERB
sc-1097	334	6	to	to	PART
sc-1097	334	7	use	use	VERB
sc-1097	334	8	bss	bss	NOUN
sc-1097	334	9	mainly	mainly	ADV
sc-1097	334	10	in	in	ADP
sc-1097	334	11	weekdays	weekday	NOUN
sc-1097	334	12	,	,	PUNCT
sc-1097	334	13	representing	represent	VERB
sc-1097	334	14	a	a	DET
sc-1097	334	15	total	total	NOUN
sc-1097	334	16	of	of	ADP
sc-1097	334	17	1,134,365	1,134,365	NUM
sc-1097	334	18	trips	trip	NOUN
sc-1097	334	19	(	(	PUNCT
sc-1097	334	20	83	83	NUM
sc-1097	334	21	%	%	NOUN
sc-1097	334	22	)	)	PUNCT
sc-1097	334	23	.	.	PUNCT
sc-1097	335	1	figure	figure	VERB
sc-1097	335	2	19	19	NUM
sc-1097	335	3	.	.	PUNCT
sc-1097	335	4	bike	bike	NOUN
sc-1097	335	5	trip	trip	NOUN
sc-1097	335	6	count	count	NOUN
sc-1097	335	7	by	by	ADP
sc-1097	335	8	weekday	weekday	NOUN
sc-1097	335	9	in	in	ADP
sc-1097	335	10	2019	2019	NUM
sc-1097	335	11	in	in	ADP
sc-1097	335	12	2020	2020	NUM
sc-1097	335	13	,	,	PUNCT
sc-1097	335	14	we	we	PRON
sc-1097	335	15	can	can	AUX
sc-1097	335	16	see	see	VERB
sc-1097	335	17	the	the	DET
sc-1097	335	18	same	same	ADJ
sc-1097	335	19	pattern	pattern	NOUN
sc-1097	335	20	(	(	PUNCT
sc-1097	335	21	see	see	VERB
sc-1097	335	22	fig	fig	NOUN
sc-1097	335	23	.	.	PUNCT
sc-1097	336	1	20	20	NUM
sc-1097	336	2	)	)	PUNCT
sc-1097	336	3	,	,	PUNCT
sc-1097	336	4	as	as	ADP
sc-1097	336	5	in	in	ADP
sc-1097	336	6	2018	2018	NUM
sc-1097	336	7	and	and	CCONJ
sc-1097	336	8	2019	2019	NUM
sc-1097	336	9	,	,	PUNCT
sc-1097	336	10	meaning	mean	VERB
sc-1097	336	11	that	that	SCONJ
sc-1097	336	12	users	user	NOUN
sc-1097	336	13	mostly	mostly	ADV
sc-1097	336	14	ride	ride	VERB
sc-1097	336	15	bss	bss	NOUN
sc-1097	336	16	in	in	ADP
sc-1097	336	17	weekdays	weekday	NOUN
sc-1097	336	18	.	.	PUNCT
sc-1097	337	1	the	the	DET
sc-1097	337	2	total	total	ADJ
sc-1097	337	3	trips	trip	NOUN
sc-1097	337	4	of	of	ADP
sc-1097	337	5	the	the	DET
sc-1097	337	6	weekdays	weekday	NOUN
sc-1097	337	7	of	of	ADP
sc-1097	337	8	2020	2020	NUM
sc-1097	337	9	was	be	AUX
sc-1097	337	10	395,103	395,103	NUM
sc-1097	337	11	(	(	PUNCT
sc-1097	337	12	78	78	NUM
sc-1097	337	13	%	%	NOUN
sc-1097	337	14	)	)	PUNCT
sc-1097	337	15	.	.	PUNCT
sc-1097	338	1	figure	figure	NOUN
sc-1097	338	2	20	20	NUM
sc-1097	338	3	.	.	PUNCT
sc-1097	339	1	bike	bike	NOUN
sc-1097	339	2	trip	trip	NOUN
sc-1097	339	3	count	count	NOUN
sc-1097	339	4	by	by	ADP
sc-1097	339	5	weekday	weekday	NOUN
sc-1097	339	6	in	in	ADP
sc-1097	339	7	2020	2020	NUM
sc-1097	339	8	relation	relation	NOUN
sc-1097	339	9	of	of	ADP
sc-1097	339	10	bike	bike	NOUN
sc-1097	339	11	usage	usage	NOUN
sc-1097	339	12	frequency	frequency	NOUN
sc-1097	339	13	with	with	ADP
sc-1097	339	14	temperature	temperature	NOUN
sc-1097	339	15	,	,	PUNCT
sc-1097	339	16	in	in	ADP
sc-1097	339	17	2019	2019	NUM
sc-1097	339	18	and	and	CCONJ
sc-1097	339	19	2020	2020	NUM
sc-1097	339	20	bike	bike	NOUN
sc-1097	339	21	trips	trip	NOUN
sc-1097	339	22	count	count	VERB
sc-1097	339	23	and	and	CCONJ
sc-1097	339	24	temperature	temperature	NOUN
sc-1097	339	25	analysis	analysis	NOUN
sc-1097	339	26	for	for	ADP
sc-1097	339	27	2019	2019	NUM
sc-1097	339	28	and	and	CCONJ
sc-1097	339	29	2020	2020	NUM
sc-1097	339	30	,	,	PUNCT
sc-1097	339	31	are	be	AUX
sc-1097	339	32	depicted	depict	VERB
sc-1097	339	33	in	in	ADP
sc-1097	339	34	figures	figure	NOUN
sc-1097	339	35	21	21	NUM
sc-1097	339	36	and	and	CCONJ
sc-1097	339	37	22	22	NUM
sc-1097	339	38	.	.	PUNCT
sc-1097	340	1	data	datum	NOUN
sc-1097	340	2	was	be	AUX
sc-1097	340	3	preprocessed	preprocesse	VERB
sc-1097	340	4	,	,	PUNCT
sc-1097	340	5	where	where	SCONJ
sc-1097	340	6	negative	negative	ADJ
sc-1097	340	7	values	value	NOUN
sc-1097	340	8	were	be	AUX
sc-1097	340	9	removed	remove	VERB
sc-1097	340	10	,	,	PUNCT
sc-1097	340	11	and	and	CCONJ
sc-1097	340	12	the	the	DET
sc-1097	340	13	average	average	ADJ
sc-1097	340	14	values	value	NOUN
sc-1097	340	15	per	per	ADP
sc-1097	340	16	day	day	NOUN
sc-1097	340	17	(	(	PUNCT
sc-1097	340	18	from	from	ADP
sc-1097	340	19	the	the	DET
sc-1097	340	20	hour	hour	NOUN
sc-1097	340	21	)	)	PUNCT
sc-1097	340	22	were	be	AUX
sc-1097	340	23	calculated	calculate	VERB
sc-1097	340	24	from	from	ADP
sc-1097	340	25	the	the	DET
sc-1097	340	26	four	four	NUM
sc-1097	340	27	lisbon	lisbon	PROPN
sc-1097	340	28	weather	weather	NOUN
sc-1097	340	29	stations	station	NOUN
sc-1097	340	30	.	.	PUNCT
sc-1097	341	1	using	use	VERB
sc-1097	341	2	the	the	DET
sc-1097	341	3	same	same	ADJ
sc-1097	341	4	method	method	NOUN
sc-1097	341	5	applied	apply	VERB
sc-1097	341	6	to	to	ADP
sc-1097	341	7	2018	2018	NUM
sc-1097	341	8	data	datum	NOUN
sc-1097	341	9	,	,	PUNCT
sc-1097	341	10	we	we	PRON
sc-1097	341	11	divided	divide	VERB
sc-1097	341	12	the	the	DET
sc-1097	341	13	dataset	dataset	NOUN
sc-1097	341	14	into	into	ADP
sc-1097	341	15	four	four	NUM
sc-1097	341	16	temperature	temperature	NOUN
sc-1097	341	17	categories	category	NOUN
sc-1097	341	18	:	:	PUNCT
sc-1097	341	19	0ºc	0ºc	ADJ
sc-1097	341	20	to	to	ADP
sc-1097	341	21	10ºc	10ºc	ADJ
sc-1097	341	22	,	,	PUNCT
sc-1097	341	23	10ºc	10ºc	ADJ
sc-1097	341	24	to	to	ADP
sc-1097	341	25	20ºc	20ºc	ADJ
sc-1097	341	26	,	,	PUNCT
sc-1097	341	27	20ºc	20ºc	ADJ
sc-1097	341	28	to	to	ADP
sc-1097	341	29	30ºc	30ºc	ADJ
sc-1097	341	30	and	and	CCONJ
sc-1097	341	31	30ºc	30ºc	NOUN
sc-1097	341	32	to	to	PART
sc-1097	341	33	43ºc	43ºc	VERB
sc-1097	341	34	.	.	PUNCT
sc-1097	342	1	results	result	NOUN
sc-1097	342	2	show	show	VERB
sc-1097	342	3	that	that	SCONJ
sc-1097	342	4	the	the	DET
sc-1097	342	5	maximum	maximum	ADJ
sc-1097	342	6	temperature	temperature	NOUN
sc-1097	342	7	observed	observe	VERB
sc-1097	342	8	in	in	ADP
sc-1097	342	9	2019	2019	NUM
sc-1097	342	10	and	and	CCONJ
sc-1097	342	11	2020	2020	NUM
sc-1097	342	12	were	be	AUX
sc-1097	342	13	,	,	PUNCT
sc-1097	342	14	respectively	respectively	ADV
sc-1097	342	15	,	,	PUNCT
sc-1097	342	16	27ºc	27ºc	NOUN
sc-1097	342	17	and	and	CCONJ
sc-1097	342	18	24,5ºc	24,5ºc	PRON
sc-1097	342	19	.	.	PUNCT
sc-1097	343	1	overall	overall	ADV
sc-1097	343	2	,	,	PUNCT
sc-1097	343	3	most	most	ADJ
sc-1097	343	4	users	user	NOUN
sc-1097	343	5	prefer	prefer	VERB
sc-1097	343	6	to	to	PART
sc-1097	343	7	cycle	cycle	VERB
sc-1097	343	8	with	with	ADP
sc-1097	343	9	mild	mild	ADJ
sc-1097	343	10	temperature	temperature	NOUN
sc-1097	343	11	.	.	PUNCT
sc-1097	344	1	a	a	DET
sc-1097	344	2	bss	bss	NOUN
sc-1097	344	3	users	user	NOUN
sc-1097	344	4	pattern	pattern	NOUN
sc-1097	344	5	observed	observe	VERB
sc-1097	344	6	in	in	ADP
sc-1097	344	7	2018	2018	NUM
sc-1097	344	8	,	,	PUNCT
sc-1097	344	9	2019	2019	NUM
sc-1097	344	10	and	and	CCONJ
sc-1097	344	11	2020	2020	NUM
sc-1097	344	12	.	.	PUNCT
sc-1097	345	1	figure	figure	NOUN
sc-1097	345	2	21	21	NUM
sc-1097	345	3	.	.	PUNCT
sc-1097	346	1	bike	bike	NOUN
sc-1097	346	2	usage	usage	NOUN
sc-1097	346	3	frequency	frequency	NOUN
sc-1097	346	4	relation	relation	NOUN
sc-1097	346	5	with	with	ADP
sc-1097	346	6	temperature	temperature	NOUN
sc-1097	346	7	(	(	PUNCT
sc-1097	346	8	2019	2019	NUM
sc-1097	346	9	)	)	PUNCT
sc-1097	346	10	eai	eai	PROPN
sc-1097	346	11	endorsed	endorse	VERB
sc-1097	346	12	transactions	transaction	NOUN
sc-1097	346	13	on	on	ADP
sc-1097	346	14	smart	smart	ADJ
sc-1097	346	15	cities	city	NOUN
sc-1097	346	16	08	08	NUM
sc-1097	346	17	2021	2021	NUM
sc-1097	346	18	10	10	NUM
sc-1097	346	19	2021	2021	NUM
sc-1097	346	20	|	|	ADV
sc-1097	346	21	volume	volume	NOUN
sc-1097	346	22	5	5	NUM
sc-1097	346	23	|	|	ADV
sc-1097	346	24	issue	issue	NOUN
sc-1097	346	25	16	16	NUM
sc-1097	346	26	|	|	ADV
sc-1097	346	27	e2	e2	PROPN
sc-1097	346	28	vitória	vitória	PROPN
sc-1097	346	29	albuquerque	albuquerque	PROPN
sc-1097	346	30	et	et	PROPN
sc-1097	346	31	al	al	PROPN
sc-1097	346	32	.	.	PROPN
sc-1097	347	1	16	16	NUM
sc-1097	347	2	figure	figure	NOUN
sc-1097	347	3	22	22	NUM
sc-1097	347	4	.	.	PUNCT
sc-1097	348	1	bike	bike	NOUN
sc-1097	348	2	usage	usage	NOUN
sc-1097	348	3	frequency	frequency	NOUN
sc-1097	348	4	relation	relation	NOUN
sc-1097	348	5	with	with	ADP
sc-1097	348	6	temperature	temperature	NOUN
sc-1097	348	7	(	(	PUNCT
sc-1097	348	8	2020	2020	NUM
sc-1097	348	9	)	)	PUNCT
sc-1097	348	10	avenida	avenida	PROPN
sc-1097	348	11	duque	duque	PROPN
sc-1097	348	12	de	de	PROPN
sc-1097	348	13	ávila	ávila	PROPN
sc-1097	348	14	bike	bike	NOUN
sc-1097	348	15	count	count	NOUN
sc-1097	348	16	analysis	analysis	NOUN
sc-1097	348	17	from	from	ADP
sc-1097	348	18	2019	2019	NUM
sc-1097	348	19	and	and	CCONJ
sc-1097	348	20	2020	2020	NUM
sc-1097	348	21	our	our	PRON
sc-1097	348	22	analysis	analysis	NOUN
sc-1097	348	23	shows	show	VERB
sc-1097	348	24	that	that	SCONJ
sc-1097	348	25	the	the	DET
sc-1097	348	26	number	number	NOUN
sc-1097	348	27	of	of	ADP
sc-1097	348	28	weekly	weekly	ADJ
sc-1097	348	29	trips	trip	NOUN
sc-1097	348	30	from	from	ADP
sc-1097	348	31	east	east	NOUN
sc-1097	348	32	and	and	CCONJ
sc-1097	348	33	west	west	PROPN
sc-1097	348	34	is	be	AUX
sc-1097	348	35	remarkably	remarkably	ADV
sc-1097	348	36	similar	similar	ADJ
sc-1097	348	37	.	.	PUNCT
sc-1097	349	1	the	the	DET
sc-1097	349	2	average	average	NOUN
sc-1097	349	3	of	of	ADP
sc-1097	349	4	total	total	ADJ
sc-1097	349	5	weekly	weekly	ADJ
sc-1097	349	6	trips	trip	NOUN
sc-1097	349	7	is	be	AUX
sc-1097	349	8	815	815	NUM
sc-1097	349	9	,	,	PUNCT
sc-1097	349	10	where	where	SCONJ
sc-1097	349	11	east	east	NOUN
sc-1097	349	12	and	and	CCONJ
sc-1097	349	13	west	west	NOUN
sc-1097	349	14	ranges	range	VERB
sc-1097	349	15	between	between	ADP
sc-1097	349	16	412	412	NUM
sc-1097	349	17	and	and	CCONJ
sc-1097	349	18	403	403	NUM
sc-1097	349	19	.	.	PUNCT
sc-1097	350	1	overall	overall	ADV
sc-1097	350	2	,	,	PUNCT
sc-1097	350	3	this	this	DET
sc-1097	350	4	analysis	analysis	NOUN
sc-1097	350	5	(	(	PUNCT
sc-1097	350	6	see	see	VERB
sc-1097	350	7	fig	fig	NOUN
sc-1097	350	8	.	.	PUNCT
sc-1097	350	9	22	22	NUM
sc-1097	350	10	)	)	PUNCT
sc-1097	350	11	shows	show	VERB
sc-1097	350	12	a	a	DET
sc-1097	350	13	regular	regular	ADJ
sc-1097	350	14	pattern	pattern	NOUN
sc-1097	350	15	of	of	ADP
sc-1097	350	16	weekly	weekly	ADJ
sc-1097	350	17	trips	trip	NOUN
sc-1097	350	18	in	in	ADP
sc-1097	350	19	2019	2019	NUM
sc-1097	350	20	and	and	CCONJ
sc-1097	350	21	2020	2020	NUM
sc-1097	350	22	,	,	PUNCT
sc-1097	350	23	where	where	SCONJ
sc-1097	350	24	the	the	DET
sc-1097	350	25	most	most	ADV
sc-1097	350	26	frequent	frequent	ADJ
sc-1097	350	27	trips	trip	NOUN
sc-1097	350	28	took	take	VERB
sc-1097	350	29	place	place	NOUN
sc-1097	350	30	during	during	ADP
sc-1097	350	31	the	the	DET
sc-1097	350	32	weekdays	weekday	NOUN
sc-1097	350	33	.	.	PUNCT
sc-1097	351	1	we	we	PRON
sc-1097	351	2	observed	observe	VERB
sc-1097	351	3	two	two	NUM
sc-1097	351	4	periods	period	NOUN
sc-1097	351	5	of	of	ADP
sc-1097	351	6	decrease	decrease	NOUN
sc-1097	351	7	in	in	ADP
sc-1097	351	8	the	the	DET
sc-1097	351	9	number	number	NOUN
sc-1097	351	10	of	of	ADP
sc-1097	351	11	trips	trip	NOUN
sc-1097	351	12	.	.	PUNCT
sc-1097	352	1	the	the	DET
sc-1097	352	2	first	first	ADJ
sc-1097	352	3	,	,	PUNCT
sc-1097	352	4	in	in	ADP
sc-1097	352	5	2019	2019	NUM
sc-1097	352	6	,	,	PUNCT
sc-1097	352	7	between	between	ADP
sc-1097	352	8	april	april	PROPN
sc-1097	352	9	and	and	CCONJ
sc-1097	352	10	july	july	PROPN
sc-1097	352	11	,	,	PUNCT
sc-1097	352	12	and	and	CCONJ
sc-1097	352	13	although	although	SCONJ
sc-1097	352	14	we	we	PRON
sc-1097	352	15	do	do	AUX
sc-1097	352	16	not	not	PART
sc-1097	352	17	have	have	VERB
sc-1097	352	18	information	information	NOUN
sc-1097	352	19	,	,	PUNCT
sc-1097	352	20	we	we	PRON
sc-1097	352	21	can	can	AUX
sc-1097	352	22	argue	argue	VERB
sc-1097	352	23	that	that	SCONJ
sc-1097	352	24	there	there	PRON
sc-1097	352	25	was	be	VERB
sc-1097	352	26	a	a	DET
sc-1097	352	27	data	data	NOUN
sc-1097	352	28	collection	collection	NOUN
sc-1097	352	29	misfunction	misfunction	NOUN
sc-1097	352	30	.	.	PUNCT
sc-1097	353	1	the	the	DET
sc-1097	353	2	second	second	ADJ
sc-1097	353	3	,	,	PUNCT
sc-1097	353	4	from	from	ADP
sc-1097	353	5	middle	middle	NOUN
sc-1097	353	6	of	of	ADP
sc-1097	353	7	march	march	PROPN
sc-1097	353	8	to	to	ADP
sc-1097	353	9	may	may	PROPN
sc-1097	353	10	2020	2020	NUM
sc-1097	353	11	,	,	PUNCT
sc-1097	353	12	when	when	SCONJ
sc-1097	353	13	the	the	DET
sc-1097	353	14	first	first	ADJ
sc-1097	353	15	lockdown	lockdown	NOUN
sc-1097	353	16	restrictions	restriction	NOUN
sc-1097	353	17	were	be	AUX
sc-1097	353	18	implemented	implement	VERB
sc-1097	353	19	,	,	PUNCT
sc-1097	353	20	due	due	ADJ
sc-1097	353	21	to	to	PART
sc-1097	353	22	covid	covid	VERB
sc-1097	353	23	19	19	NUM
sc-1097	353	24	pandemic	pandemic	ADJ
sc-1097	353	25	,	,	PUNCT
sc-1097	353	26	showing	show	VERB
sc-1097	353	27	that	that	SCONJ
sc-1097	353	28	such	such	ADJ
sc-1097	353	29	event	event	NOUN
sc-1097	353	30	had	have	VERB
sc-1097	353	31	a	a	DET
sc-1097	353	32	strong	strong	ADJ
sc-1097	353	33	impact	impact	NOUN
sc-1097	353	34	in	in	ADP
sc-1097	353	35	lisbon	lisbon	PROPN
sc-1097	353	36	bss	bss	PROPN
sc-1097	353	37	mobility	mobility	NOUN
sc-1097	353	38	patterns	pattern	NOUN
sc-1097	353	39	.	.	PUNCT
sc-1097	354	1	figure	figure	NOUN
sc-1097	354	2	23	23	NUM
sc-1097	354	3	.	.	PUNCT
sc-1097	355	1	avenida	avenida	PROPN
sc-1097	355	2	duque	duque	PROPN
sc-1097	355	3	de	de	PROPN
sc-1097	355	4	ávila	ávila	PROPN
sc-1097	355	5	weekly	weekly	ADJ
sc-1097	355	6	bike	bike	NOUN
sc-1097	355	7	trip	trip	NOUN
sc-1097	355	8	count	count	NOUN
sc-1097	355	9	east	east	PROPN
sc-1097	355	10	,	,	PUNCT
sc-1097	355	11	west	west	NOUN
sc-1097	355	12	and	and	CCONJ
sc-1097	355	13	total	total	ADJ
sc-1097	355	14	in	in	ADP
sc-1097	355	15	2019	2019	NUM
sc-1097	355	16	and	and	CCONJ
sc-1097	355	17	2020	2020	NUM
sc-1097	355	18	the	the	DET
sc-1097	355	19	monthly	monthly	ADJ
sc-1097	355	20	analysis	analysis	NOUN
sc-1097	355	21	(	(	PUNCT
sc-1097	355	22	see	see	VERB
sc-1097	355	23	fig	fig	NOUN
sc-1097	355	24	.	.	PUNCT
sc-1097	355	25	23	23	NUM
sc-1097	355	26	)	)	PUNCT
sc-1097	355	27	shows	show	VERB
sc-1097	355	28	an	an	DET
sc-1097	355	29	average	average	NOUN
sc-1097	355	30	of	of	ADP
sc-1097	355	31	approximately	approximately	ADV
sc-1097	355	32	2,400	2,400	NUM
sc-1097	355	33	total	total	ADJ
sc-1097	355	34	trips	trip	NOUN
sc-1097	355	35	.	.	PUNCT
sc-1097	356	1	the	the	DET
sc-1097	356	2	two	two	NUM
sc-1097	356	3	-	-	PUNCT
sc-1097	356	4	trip	trip	NOUN
sc-1097	356	5	count	count	NOUN
sc-1097	356	6	decrease	decrease	NOUN
sc-1097	356	7	phenomenon	phenomenon	NOUN
sc-1097	356	8	were	be	AUX
sc-1097	356	9	confirmed	confirm	VERB
sc-1097	356	10	with	with	ADP
sc-1097	356	11	previous	previous	ADJ
sc-1097	356	12	analysis	analysis	NOUN
sc-1097	356	13	results	result	NOUN
sc-1097	356	14	,	,	PUNCT
sc-1097	356	15	the	the	DET
sc-1097	356	16	first	first	ADJ
sc-1097	356	17	drop	drop	NOUN
sc-1097	356	18	observed	observe	VERB
sc-1097	356	19	between	between	ADP
sc-1097	356	20	april	april	PROPN
sc-1097	356	21	and	and	CCONJ
sc-1097	356	22	june	june	PROPN
sc-1097	356	23	2019	2019	NUM
sc-1097	356	24	,	,	PUNCT
sc-1097	356	25	and	and	CCONJ
sc-1097	356	26	the	the	DET
sc-1097	356	27	second	second	NOUN
sc-1097	356	28	between	between	ADP
sc-1097	356	29	the	the	DET
sc-1097	356	30	middle	middle	NOUN
sc-1097	356	31	of	of	ADP
sc-1097	356	32	march	march	PROPN
sc-1097	356	33	and	and	CCONJ
sc-1097	356	34	may	may	PROPN
sc-1097	356	35	2020	2020	NUM
sc-1097	356	36	,	,	PUNCT
sc-1097	356	37	corresponding	correspond	VERB
sc-1097	356	38	to	to	ADP
sc-1097	356	39	the	the	DET
sc-1097	356	40	previous	previous	ADJ
sc-1097	356	41	mentioned	mention	VERB
sc-1097	356	42	first	first	ADJ
sc-1097	356	43	lockdown	lockdown	NOUN
sc-1097	356	44	.	.	PUNCT
sc-1097	357	1	figure	figure	NOUN
sc-1097	357	2	24	24	NUM
sc-1097	357	3	.	.	PUNCT
sc-1097	358	1	avenida	avenida	PROPN
sc-1097	358	2	duque	duque	PROPN
sc-1097	358	3	de	de	PROPN
sc-1097	358	4	ávila	ávila	PROPN
sc-1097	358	5	monthly	monthly	ADJ
sc-1097	358	6	bike	bike	NOUN
sc-1097	358	7	trip	trip	NOUN
sc-1097	358	8	count	count	NOUN
sc-1097	358	9	east	east	PROPN
sc-1097	358	10	,	,	PUNCT
sc-1097	358	11	west	west	NOUN
sc-1097	358	12	and	and	CCONJ
sc-1097	358	13	total	total	ADJ
sc-1097	358	14	in	in	ADP
sc-1097	358	15	2019	2019	NUM
sc-1097	358	16	and	and	CCONJ
sc-1097	358	17	2020	2020	NUM
sc-1097	358	18	5	5	NUM
sc-1097	358	19	.	.	PUNCT
sc-1097	359	1	discussion	discussion	NOUN
sc-1097	359	2	our	our	PRON
sc-1097	359	3	study	study	NOUN
sc-1097	359	4	started	start	VERB
sc-1097	359	5	with	with	ADP
sc-1097	359	6	the	the	DET
sc-1097	359	7	aim	aim	NOUN
sc-1097	359	8	to	to	PART
sc-1097	359	9	understand	understand	VERB
sc-1097	359	10	spatiotemporal	spatiotemporal	ADJ
sc-1097	359	11	station	station	NOUN
sc-1097	359	12	and	and	CCONJ
sc-1097	359	13	trip	trip	NOUN
sc-1097	359	14	activity	activity	NOUN
sc-1097	359	15	patterns	pattern	NOUN
sc-1097	359	16	in	in	ADP
sc-1097	359	17	lisbon	lisbon	PROPN
sc-1097	359	18	bss	bss	PROPN
sc-1097	359	19	in	in	ADP
sc-1097	359	20	2018	2018	NUM
sc-1097	359	21	,	,	PUNCT
sc-1097	359	22	as	as	SCONJ
sc-1097	359	23	stated	state	VERB
sc-1097	359	24	in	in	ADP
sc-1097	359	25	our	our	PRON
sc-1097	359	26	rq1	rq1	NOUN
sc-1097	359	27	.	.	PUNCT
sc-1097	360	1	our	our	PRON
sc-1097	360	2	preliminary	preliminary	ADJ
sc-1097	360	3	study	study	NOUN
sc-1097	360	4	[	[	X
sc-1097	360	5	6	6	NUM
sc-1097	360	6	]	]	PUNCT
sc-1097	360	7	addressed	address	VERB
sc-1097	360	8	our	our	PRON
sc-1097	360	9	first	first	ADJ
sc-1097	360	10	sub	sub	NOUN
sc-1097	360	11	-	-	NOUN
sc-1097	360	12	question	question	NOUN
sc-1097	360	13	on	on	ADP
sc-1097	360	14	the	the	DET
sc-1097	360	15	average	average	ADJ
sc-1097	360	16	monthly	monthly	ADJ
sc-1097	360	17	and	and	CCONJ
sc-1097	360	18	daily	daily	ADJ
sc-1097	360	19	lisbon	lisbon	PROPN
sc-1097	360	20	bss	bss	NOUN
sc-1097	360	21	usage	usage	NOUN
sc-1097	360	22	.	.	PUNCT
sc-1097	361	1	the	the	DET
sc-1097	361	2	analysis	analysis	NOUN
sc-1097	361	3	showed	show	VERB
sc-1097	361	4	that	that	SCONJ
sc-1097	361	5	the	the	DET
sc-1097	361	6	total	total	ADJ
sc-1097	361	7	number	number	NOUN
sc-1097	361	8	of	of	ADP
sc-1097	361	9	lisbon	lisbon	PROPN
sc-1097	361	10	bss	bss	PROPN
sc-1097	361	11	trips	trip	NOUN
sc-1097	361	12	,	,	PUNCT
sc-1097	361	13	from	from	ADP
sc-1097	361	14	january	january	PROPN
sc-1097	361	15	15th	15th	NOUN
sc-1097	361	16	to	to	ADP
sc-1097	361	17	october	october	PROPN
sc-1097	361	18	25th	25th	NOUN
sc-1097	361	19	,	,	PUNCT
sc-1097	361	20	2018	2018	NUM
sc-1097	361	21	was	be	AUX
sc-1097	361	22	684,471	684,471	NUM
sc-1097	361	23	and	and	CCONJ
sc-1097	361	24	,	,	PUNCT
sc-1097	361	25	that	that	SCONJ
sc-1097	361	26	the	the	DET
sc-1097	361	27	average	average	ADJ
sc-1097	361	28	number	number	NOUN
sc-1097	361	29	of	of	ADP
sc-1097	361	30	trips	trip	NOUN
sc-1097	361	31	per	per	ADP
sc-1097	361	32	month	month	NOUN
sc-1097	361	33	was	be	AUX
sc-1097	361	34	68,447	68,447	NUM
sc-1097	361	35	,	,	PUNCT
sc-1097	361	36	while	while	SCONJ
sc-1097	361	37	the	the	DET
sc-1097	361	38	average	average	ADJ
sc-1097	361	39	station	station	NOUN
sc-1097	361	40	number	number	NOUN
sc-1097	361	41	of	of	ADP
sc-1097	361	42	trips	trip	NOUN
sc-1097	361	43	was	be	AUX
sc-1097	361	44	9,126	9,126	NUM
sc-1097	361	45	.	.	PUNCT
sc-1097	362	1	moreover	moreover	ADV
sc-1097	362	2	,	,	PUNCT
sc-1097	362	3	we	we	PRON
sc-1097	362	4	found	find	VERB
sc-1097	362	5	that	that	SCONJ
sc-1097	362	6	the	the	DET
sc-1097	362	7	daily	daily	ADJ
sc-1097	362	8	average	average	ADJ
sc-1097	362	9	number	number	NOUN
sc-1097	362	10	of	of	ADP
sc-1097	362	11	trips	trip	NOUN
sc-1097	362	12	was	be	AUX
sc-1097	362	13	2,602	2,602	NUM
sc-1097	362	14	.	.	PUNCT
sc-1097	363	1	the	the	DET
sc-1097	363	2	analysis	analysis	NOUN
sc-1097	363	3	showed	show	VERB
sc-1097	363	4	also	also	ADV
sc-1097	363	5	that	that	SCONJ
sc-1097	363	6	the	the	DET
sc-1097	363	7	months	month	NOUN
sc-1097	363	8	of	of	ADP
sc-1097	363	9	june	june	PROPN
sc-1097	363	10	,	,	PUNCT
sc-1097	363	11	july	july	PROPN
sc-1097	363	12	,	,	PUNCT
sc-1097	363	13	august	august	PROPN
sc-1097	363	14	,	,	PUNCT
sc-1097	363	15	and	and	CCONJ
sc-1097	363	16	september	september	PROPN
sc-1097	363	17	had	have	VERB
sc-1097	363	18	the	the	DET
sc-1097	363	19	most	most	ADJ
sc-1097	363	20	concentration	concentration	NOUN
sc-1097	363	21	of	of	ADP
sc-1097	363	22	trips	trip	NOUN
sc-1097	363	23	during	during	ADP
sc-1097	363	24	2018	2018	NUM
sc-1097	363	25	,	,	PUNCT
sc-1097	363	26	of	of	ADP
sc-1097	363	27	439,176	439,176	NUM
sc-1097	363	28	,	,	PUNCT
sc-1097	363	29	representing	represent	VERB
sc-1097	363	30	64	64	NUM
sc-1097	363	31	%	%	NOUN
sc-1097	363	32	of	of	ADP
sc-1097	363	33	all	all	DET
sc-1097	363	34	trips	trip	NOUN
sc-1097	363	35	.	.	PUNCT
sc-1097	364	1	we	we	PRON
sc-1097	364	2	also	also	ADV
sc-1097	364	3	observed	observe	VERB
sc-1097	364	4	that	that	SCONJ
sc-1097	364	5	bss	bss	NOUN
sc-1097	364	6	users	user	NOUN
sc-1097	364	7	mostly	mostly	ADV
sc-1097	364	8	chose	choose	VERB
sc-1097	364	9	weekdays	weekday	NOUN
sc-1097	364	10	to	to	PART
sc-1097	364	11	ride	ride	VERB
sc-1097	364	12	in	in	ADP
sc-1097	364	13	the	the	DET
sc-1097	364	14	city	city	NOUN
sc-1097	364	15	(	(	PUNCT
sc-1097	364	16	82	82	NUM
sc-1097	364	17	%	%	NOUN
sc-1097	364	18	)	)	PUNCT
sc-1097	364	19	rather	rather	ADV
sc-1097	364	20	than	than	ADP
sc-1097	364	21	in	in	ADP
sc-1097	364	22	the	the	DET
sc-1097	364	23	weekend	weekend	NOUN
sc-1097	364	24	.	.	PUNCT
sc-1097	365	1	another	another	DET
sc-1097	365	2	interesting	interesting	ADJ
sc-1097	365	3	fact	fact	NOUN
sc-1097	365	4	regards	regard	VERB
sc-1097	365	5	the	the	DET
sc-1097	365	6	hourly	hourly	ADJ
sc-1097	365	7	usage	usage	NOUN
sc-1097	365	8	rate	rate	NOUN
sc-1097	365	9	that	that	PRON
sc-1097	365	10	shows	show	VERB
sc-1097	365	11	users	user	NOUN
sc-1097	365	12	ride	ride	NOUN
sc-1097	365	13	bikes	bike	NOUN
sc-1097	365	14	during	during	ADP
sc-1097	365	15	weekday	weekday	NOUN
sc-1097	365	16	peak	peak	NOUN
sc-1097	365	17	hours	hour	NOUN
sc-1097	365	18	,	,	PUNCT
sc-1097	365	19	from	from	ADP
sc-1097	365	20	8	8	NUM
sc-1097	365	21	am	am	NOUN
sc-1097	365	22	to	to	ADP
sc-1097	365	23	9	9	NUM
sc-1097	365	24	am	am	NOUN
sc-1097	365	25	,	,	PUNCT
sc-1097	365	26	from	from	ADP
sc-1097	365	27	4.30	4.30	NUM
sc-1097	365	28	pm	pm	NOUN
sc-1097	365	29	to	to	ADP
sc-1097	365	30	6	6	NUM
sc-1097	365	31	pm	pm	NOUN
sc-1097	365	32	,	,	PUNCT
sc-1097	365	33	and	and	CCONJ
sc-1097	365	34	at	at	ADP
sc-1097	365	35	lunch	lunch	NOUN
sc-1097	365	36	time	time	NOUN
sc-1097	365	37	from	from	ADP
sc-1097	365	38	12	12	NUM
sc-1097	365	39	to	to	PART
sc-1097	365	40	2	2	NUM
sc-1097	365	41	pm	pm	NOUN
sc-1097	365	42	.	.	PUNCT
sc-1097	366	1	we	we	PRON
sc-1097	366	2	can	can	AUX
sc-1097	366	3	affirm	affirm	VERB
sc-1097	366	4	that	that	SCONJ
sc-1097	366	5	users	user	NOUN
sc-1097	366	6	ride	ride	VERB
sc-1097	366	7	bikes	bike	NOUN
sc-1097	366	8	in	in	ADP
sc-1097	366	9	the	the	DET
sc-1097	366	10	daily	daily	ADJ
sc-1097	366	11	commute	commute	NOUN
sc-1097	366	12	from	from	ADP
sc-1097	366	13	home	home	NOUN
sc-1097	366	14	to	to	AUX
sc-1097	366	15	work	work	VERB
sc-1097	366	16	and	and	CCONJ
sc-1097	366	17	work	work	VERB
sc-1097	366	18	to	to	ADP
sc-1097	366	19	home	home	NOUN
sc-1097	366	20	and	and	CCONJ
sc-1097	366	21	during	during	ADP
sc-1097	366	22	lunch	lunch	NOUN
sc-1097	366	23	hours	hour	NOUN
sc-1097	366	24	for	for	ADP
sc-1097	366	25	short	short	ADJ
sc-1097	366	26	travel	travel	NOUN
sc-1097	366	27	.	.	PUNCT
sc-1097	367	1	our	our	PRON
sc-1097	367	2	findings	finding	NOUN
sc-1097	367	3	also	also	ADV
sc-1097	367	4	show	show	VERB
sc-1097	367	5	that	that	SCONJ
sc-1097	367	6	during	during	ADP
sc-1097	367	7	2018	2018	NUM
sc-1097	367	8	,	,	PUNCT
sc-1097	367	9	most	most	ADJ
sc-1097	367	10	of	of	ADP
sc-1097	367	11	the	the	DET
sc-1097	367	12	trips	trip	NOUN
sc-1097	367	13	are	be	AUX
sc-1097	367	14	taken	take	VERB
sc-1097	367	15	in	in	ADP
sc-1097	367	16	the	the	DET
sc-1097	367	17	afternoon	afternoon	NOUN
sc-1097	367	18	(	(	PUNCT
sc-1097	367	19	56	56	NUM
sc-1097	367	20	%	%	NOUN
sc-1097	367	21	)	)	PUNCT
sc-1097	367	22	,	,	PUNCT
sc-1097	367	23	followed	follow	VERB
sc-1097	367	24	by	by	ADP
sc-1097	367	25	the	the	DET
sc-1097	367	26	morning	morning	NOUN
sc-1097	367	27	period	period	NOUN
sc-1097	367	28	and	and	CCONJ
sc-1097	367	29	that	that	SCONJ
sc-1097	367	30	in	in	ADP
sc-1097	367	31	the	the	DET
sc-1097	367	32	weekend	weekend	NOUN
sc-1097	367	33	,	,	PUNCT
sc-1097	367	34	users	user	NOUN
sc-1097	367	35	prefer	prefer	VERB
sc-1097	367	36	to	to	PART
sc-1097	367	37	ride	ride	VERB
sc-1097	367	38	overnight	overnight	ADV
sc-1097	367	39	.	.	PUNCT
sc-1097	368	1	addressing	address	VERB
sc-1097	368	2	our	our	PRON
sc-1097	368	3	sub	sub	NOUN
sc-1097	368	4	-	-	NOUN
sc-1097	368	5	question	question	NOUN
sc-1097	368	6	on	on	ADP
sc-1097	368	7	weather	weather	NOUN
sc-1097	368	8	conditions	condition	NOUN
sc-1097	368	9	affecting	affect	VERB
sc-1097	368	10	lisbon	lisbon	PROPN
sc-1097	368	11	bss	bss	PROPN
sc-1097	368	12	mobility	mobility	NOUN
sc-1097	368	13	patterns	pattern	NOUN
sc-1097	368	14	,	,	PUNCT
sc-1097	368	15	we	we	PRON
sc-1097	368	16	found	find	VERB
sc-1097	368	17	that	that	SCONJ
sc-1097	368	18	precipitation	precipitation	NOUN
sc-1097	368	19	has	have	VERB
sc-1097	368	20	a	a	DET
sc-1097	368	21	strong	strong	ADJ
sc-1097	368	22	impact	impact	NOUN
sc-1097	368	23	in	in	ADP
sc-1097	368	24	bike	bike	NOUN
sc-1097	368	25	usage	usage	NOUN
sc-1097	368	26	,	,	PUNCT
sc-1097	368	27	showing	show	VERB
sc-1097	368	28	that	that	SCONJ
sc-1097	368	29	almost	almost	ADV
sc-1097	368	30	97	97	NUM
sc-1097	368	31	%	%	NOUN
sc-1097	368	32	of	of	ADP
sc-1097	368	33	trips	trip	NOUN
sc-1097	368	34	take	take	VERB
sc-1097	368	35	place	place	NOUN
sc-1097	368	36	when	when	SCONJ
sc-1097	368	37	there	there	PRON
sc-1097	368	38	is	be	VERB
sc-1097	368	39	no	no	DET
sc-1097	368	40	precipitation	precipitation	NOUN
sc-1097	368	41	.	.	PUNCT
sc-1097	369	1	this	this	DET
sc-1097	369	2	observation	observation	NOUN
sc-1097	369	3	was	be	AUX
sc-1097	369	4	complemented	complement	VERB
sc-1097	369	5	by	by	ADP
sc-1097	369	6	a	a	DET
sc-1097	369	7	correlation	correlation	NOUN
sc-1097	369	8	with	with	ADP
sc-1097	369	9	speed	speed	NOUN
sc-1097	369	10	analysis	analysis	NOUN
sc-1097	369	11	showing	show	VERB
sc-1097	369	12	that	that	SCONJ
sc-1097	369	13	higher	high	ADJ
sc-1097	369	14	speed	speed	NOUN
sc-1097	369	15	is	be	AUX
sc-1097	369	16	reached	reach	VERB
sc-1097	369	17	when	when	SCONJ
sc-1097	369	18	there	there	PRON
sc-1097	369	19	is	be	VERB
sc-1097	369	20	no	no	DET
sc-1097	369	21	precipitation	precipitation	NOUN
sc-1097	369	22	.	.	PUNCT
sc-1097	370	1	regarding	regard	VERB
sc-1097	370	2	temperature	temperature	NOUN
sc-1097	370	3	,	,	PUNCT
sc-1097	370	4	most	most	ADJ
sc-1097	370	5	users	user	NOUN
sc-1097	370	6	prefer	prefer	VERB
sc-1097	370	7	to	to	PART
sc-1097	370	8	travel	travel	VERB
sc-1097	370	9	when	when	SCONJ
sc-1097	370	10	temperature	temperature	NOUN
sc-1097	370	11	ranges	range	VERB
sc-1097	370	12	between	between	ADP
sc-1097	370	13	20º	20º	NOUN
sc-1097	370	14	and	and	CCONJ
sc-1097	370	15	30º	30º	NOUN
sc-1097	370	16	(	(	PUNCT
sc-1097	370	17	52	52	NUM
sc-1097	370	18	%	%	NOUN
sc-1097	370	19	)	)	PUNCT
sc-1097	370	20	,	,	PUNCT
sc-1097	370	21	and	and	CCONJ
sc-1097	370	22	a	a	DET
sc-1097	370	23	significant	significant	ADJ
sc-1097	370	24	number	number	NOUN
sc-1097	370	25	of	of	ADP
sc-1097	370	26	users	user	NOUN
sc-1097	370	27	cycle	cycle	NOUN
sc-1097	370	28	when	when	SCONJ
sc-1097	370	29	the	the	DET
sc-1097	370	30	temperature	temperature	NOUN
sc-1097	370	31	is	be	AUX
sc-1097	370	32	between	between	ADP
sc-1097	370	33	10º	10º	NOUN
sc-1097	370	34	and	and	CCONJ
sc-1097	370	35	20º	20º	NOUN
sc-1097	370	36	(	(	PUNCT
sc-1097	370	37	42	42	NUM
sc-1097	370	38	%	%	NOUN
sc-1097	370	39	)	)	PUNCT
sc-1097	370	40	.	.	PUNCT
sc-1097	371	1	sub	sub	ADJ
sc-1097	371	2	-	-	NOUN
sc-1097	371	3	question	question	NOUN
sc-1097	371	4	regarding	regard	VERB
sc-1097	371	5	lisbon	lisbon	PROPN
sc-1097	371	6	bss	bss	PROPN
sc-1097	371	7	origin	origin	PROPN
sc-1097	371	8	and	and	CCONJ
sc-1097	371	9	destination	destination	NOUN
sc-1097	371	10	station	station	NOUN
sc-1097	371	11	groups	group	NOUN
sc-1097	371	12	,	,	PUNCT
sc-1097	371	13	we	we	PRON
sc-1097	371	14	have	have	AUX
sc-1097	371	15	observed	observe	VERB
sc-1097	371	16	that	that	SCONJ
sc-1097	371	17	the	the	DET
sc-1097	371	18	most	most	ADV
sc-1097	371	19	used	use	VERB
sc-1097	371	20	were	be	AUX
sc-1097	371	21	observed	observe	VERB
sc-1097	371	22	in	in	ADP
sc-1097	371	23	two	two	NUM
sc-1097	371	24	axis	axis	NOUN
sc-1097	371	25	:	:	PUNCT
sc-1097	371	26	one	one	NUM
sc-1097	371	27	from	from	ADP
sc-1097	371	28	campo	campo	PROPN
sc-1097	371	29	eai	eai	PROPN
sc-1097	371	30	endorsed	endorse	VERB
sc-1097	371	31	transactions	transaction	NOUN
sc-1097	371	32	on	on	ADP
sc-1097	371	33	smart	smart	ADJ
sc-1097	371	34	cities	city	NOUN
sc-1097	371	35	08	08	NUM
sc-1097	371	36	2021	2021	NUM
sc-1097	371	37	10	10	NUM
sc-1097	371	38	2021	2021	NUM
sc-1097	372	1	|	|	ADV
sc-1097	372	2	volume	volume	NOUN
sc-1097	372	3	5	5	NUM
sc-1097	372	4	|	|	ADV
sc-1097	372	5	issue	issue	NOUN
sc-1097	372	6	16	16	NUM
sc-1097	373	1	|	|	NOUN
sc-1097	373	2	e2	e2	PROPN
sc-1097	373	3	bike	bike	NOUN
sc-1097	373	4	-	-	PUNCT
sc-1097	373	5	sharing	share	VERB
sc-1097	373	6	mobility	mobility	NOUN
sc-1097	373	7	patterns	pattern	NOUN
sc-1097	373	8	:	:	PUNCT
sc-1097	373	9	a	a	DET
sc-1097	373	10	data	data	NOUN
sc-1097	373	11	-	-	PUNCT
sc-1097	373	12	driven	drive	VERB
sc-1097	373	13	analysis	analysis	NOUN
sc-1097	373	14	for	for	ADP
sc-1097	373	15	the	the	DET
sc-1097	373	16	city	city	NOUN
sc-1097	373	17	of	of	ADP
sc-1097	373	18	lisbon	lisbon	PROPN
sc-1097	373	19	17	17	NUM
sc-1097	373	20	grande	grande	PROPN
sc-1097	373	21	/	/	SYM
sc-1097	373	22	museu	museu	NOUN
sc-1097	373	23	da	da	PROPN
sc-1097	373	24	cidade	cidade	NOUN
sc-1097	373	25	to	to	ADP
sc-1097	373	26	saldanha	saldanha	NOUN
sc-1097	373	27	and	and	CCONJ
sc-1097	373	28	another	another	PRON
sc-1097	373	29	in	in	ADP
sc-1097	373	30	parque	parque	NOUN
sc-1097	373	31	das	das	PROPN
sc-1097	373	32	nações	nações	NOUN
sc-1097	373	33	,	,	PUNCT
sc-1097	373	34	showing	show	VERB
sc-1097	373	35	that	that	SCONJ
sc-1097	373	36	bike	bike	NOUN
sc-1097	373	37	demand	demand	NOUN
sc-1097	373	38	start	start	VERB
sc-1097	373	39	and	and	CCONJ
sc-1097	373	40	end	end	VERB
sc-1097	373	41	stations	station	NOUN
sc-1097	373	42	are	be	AUX
sc-1097	373	43	located	locate	VERB
sc-1097	373	44	in	in	ADP
sc-1097	373	45	lisbon	lisbon	PROPN
sc-1097	373	46	office	office	NOUN
sc-1097	373	47	areas	area	NOUN
sc-1097	373	48	.	.	PUNCT
sc-1097	374	1	moreover	moreover	ADV
sc-1097	374	2	,	,	PUNCT
sc-1097	374	3	most	most	ADJ
sc-1097	374	4	common	common	ADJ
sc-1097	374	5	stations	station	NOUN
sc-1097	374	6	pairs	pair	NOUN
sc-1097	374	7	are	be	AUX
sc-1097	374	8	in	in	ADP
sc-1097	374	9	parque	parque	NOUN
sc-1097	374	10	das	das	PROPN
sc-1097	374	11	nações	nações	NOUN
sc-1097	374	12	both	both	CCONJ
sc-1097	374	13	on	on	ADP
sc-1097	374	14	weekdays	weekday	NOUN
sc-1097	374	15	and	and	CCONJ
sc-1097	374	16	weekends	weekend	NOUN
sc-1097	374	17	,	,	PUNCT
sc-1097	374	18	due	due	ADJ
sc-1097	374	19	to	to	PART
sc-1097	374	20	be	be	AUX
sc-1097	374	21	a	a	DET
sc-1097	374	22	busy	busy	ADJ
sc-1097	374	23	office	office	NOUN
sc-1097	374	24	area	area	NOUN
sc-1097	374	25	on	on	ADP
sc-1097	374	26	weekdays	weekday	NOUN
sc-1097	374	27	and	and	CCONJ
sc-1097	374	28	a	a	DET
sc-1097	374	29	leisure	leisure	NOUN
sc-1097	374	30	area	area	NOUN
sc-1097	374	31	at	at	ADP
sc-1097	374	32	weekends	weekend	NOUN
sc-1097	374	33	.	.	PUNCT
sc-1097	375	1	the	the	DET
sc-1097	375	2	most	most	ADV
sc-1097	375	3	popular	popular	ADJ
sc-1097	375	4	station	station	NOUN
sc-1097	375	5	in	in	ADP
sc-1097	375	6	this	this	DET
sc-1097	375	7	area	area	NOUN
sc-1097	375	8	is	be	AUX
sc-1097	375	9	105	105	NUM
sc-1097	375	10	–	–	PUNCT
sc-1097	375	11	centro	centro	X
sc-1097	375	12	comercial	comercial	PROPN
sc-1097	375	13	vasco	vasco	PROPN
sc-1097	375	14	da	da	PROPN
sc-1097	375	15	gama	gama	NOUN
sc-1097	375	16	.	.	PUNCT
sc-1097	376	1	most	most	ADJ
sc-1097	376	2	popular	popular	ADJ
sc-1097	376	3	stations	station	NOUN
sc-1097	376	4	are	be	AUX
sc-1097	376	5	located	locate	VERB
sc-1097	376	6	in	in	ADP
sc-1097	376	7	the	the	DET
sc-1097	376	8	axis	axis	NOUN
sc-1097	376	9	of	of	ADP
sc-1097	376	10	campo	campo	PROPN
sc-1097	376	11	grande	grande	PROPN
sc-1097	376	12	/	/	SYM
sc-1097	376	13	museu	museu	NOUN
sc-1097	376	14	da	da	PROPN
sc-1097	376	15	cidade	cidade	NOUN
sc-1097	376	16	and	and	CCONJ
sc-1097	376	17	saldanha	saldanha	NOUN
sc-1097	376	18	avenida	avenida	PROPN
sc-1097	376	19	duque	duque	PROPN
sc-1097	376	20	de	de	PROPN
sc-1097	376	21	ávila	ávila	PROPN
sc-1097	376	22	/	/	SYM
sc-1097	376	23	jardim	jardim	PROPN
sc-1097	376	24	arco	arco	PROPN
sc-1097	376	25	do	do	NOUN
sc-1097	376	26	cego	cego	NOUN
sc-1097	376	27	.	.	PUNCT
sc-1097	377	1	this	this	DET
sc-1097	377	2	area	area	NOUN
sc-1097	377	3	corresponds	correspond	VERB
sc-1097	377	4	to	to	ADP
sc-1097	377	5	a	a	DET
sc-1097	377	6	busy	busy	ADJ
sc-1097	377	7	office	office	NOUN
sc-1097	377	8	area	area	NOUN
sc-1097	377	9	also	also	ADV
sc-1097	377	10	surrounded	surround	VERB
sc-1097	377	11	by	by	ADP
sc-1097	377	12	universities	university	NOUN
sc-1097	377	13	.	.	PUNCT
sc-1097	378	1	we	we	PRON
sc-1097	378	2	have	have	AUX
sc-1097	378	3	also	also	ADV
sc-1097	378	4	found	find	VERB
sc-1097	378	5	that	that	SCONJ
sc-1097	378	6	one	one	NUM
sc-1097	378	7	of	of	ADP
sc-1097	378	8	the	the	DET
sc-1097	378	9	most	most	ADV
sc-1097	378	10	frequent	frequent	ADJ
sc-1097	378	11	station	station	NOUN
sc-1097	378	12	pair	pair	NOUN
sc-1097	378	13	was	be	AUX
sc-1097	378	14	between	between	ADP
sc-1097	378	15	avenida	avenida	PROPN
sc-1097	378	16	da	da	PROPN
sc-1097	378	17	república	república	PROPN
sc-1097	378	18	/	/	SYM
sc-1097	378	19	interface	interface	PROPN
sc-1097	378	20	de	de	NOUN
sc-1097	378	21	entrecampos	entrecampos	NOUN
sc-1097	378	22	and	and	CCONJ
sc-1097	378	23	campo	campo	PROPN
sc-1097	378	24	grande	grande	PROPN
sc-1097	378	25	/	/	SYM
sc-1097	378	26	museu	museu	NOUN
sc-1097	378	27	da	da	PROPN
sc-1097	378	28	cidade	cidade	NOUN
sc-1097	378	29	,	,	PUNCT
sc-1097	378	30	corresponding	correspond	VERB
sc-1097	378	31	to	to	ADP
sc-1097	378	32	two	two	NUM
sc-1097	378	33	transportation	transportation	NOUN
sc-1097	378	34	interfaces	interface	NOUN
sc-1097	378	35	.	.	PUNCT
sc-1097	379	1	we	we	PRON
sc-1097	379	2	can	can	AUX
sc-1097	379	3	raise	raise	VERB
sc-1097	379	4	the	the	DET
sc-1097	379	5	hypothesis	hypothesis	NOUN
sc-1097	379	6	that	that	PRON
sc-1097	379	7	users	user	NOUN
sc-1097	379	8	are	be	AUX
sc-1097	379	9	choosing	choose	VERB
sc-1097	379	10	to	to	PART
sc-1097	379	11	commute	commute	VERB
sc-1097	379	12	between	between	ADP
sc-1097	379	13	interfaces	interface	NOUN
sc-1097	379	14	by	by	ADP
sc-1097	379	15	lisbon	lisbon	PROPN
sc-1097	379	16	bss	bss	PROPN
sc-1097	379	17	.	.	PUNCT
sc-1097	380	1	still	still	ADV
sc-1097	380	2	in	in	ADP
sc-1097	380	3	rq1	rq1	NOUN
sc-1097	380	4	,	,	PUNCT
sc-1097	380	5	and	and	CCONJ
sc-1097	380	6	regarding	regard	VERB
sc-1097	380	7	the	the	DET
sc-1097	380	8	lisbon	lisbon	PROPN
sc-1097	380	9	bss	bss	PROPN
sc-1097	380	10	clusters	clusters	PROPN
sc-1097	380	11	subquestion	subquestion	PROPN
sc-1097	380	12	,	,	PUNCT
sc-1097	380	13	we	we	PRON
sc-1097	380	14	found	find	VERB
sc-1097	380	15	four	four	NUM
sc-1097	380	16	major	major	ADJ
sc-1097	380	17	concentrations	concentration	NOUN
sc-1097	380	18	in	in	ADP
sc-1097	380	19	the	the	DET
sc-1097	380	20	city	city	NOUN
sc-1097	380	21	for	for	ADP
sc-1097	380	22	the	the	DET
sc-1097	380	23	number	number	NOUN
sc-1097	380	24	of	of	ADP
sc-1097	380	25	station	station	NOUN
sc-1097	380	26	trips	trip	NOUN
sc-1097	380	27	.	.	PUNCT
sc-1097	381	1	the	the	DET
sc-1097	381	2	main	main	ADJ
sc-1097	381	3	areas	area	NOUN
sc-1097	381	4	where	where	SCONJ
sc-1097	381	5	users	user	NOUN
sc-1097	381	6	unlock	unlock	VERB
sc-1097	381	7	bss	bss	PROPN
sc-1097	381	8	correspond	correspond	VERB
sc-1097	381	9	to	to	PART
sc-1097	381	10	parque	parque	VERB
sc-1097	381	11	das	das	PROPN
sc-1097	381	12	nações	nações	NOUN
sc-1097	381	13	(	(	PUNCT
sc-1097	381	14	1	1	NUM
sc-1097	381	15	)	)	PUNCT
sc-1097	381	16	,	,	PUNCT
sc-1097	381	17	the	the	DET
sc-1097	381	18	city	city	NOUN
sc-1097	381	19	center	center	NOUN
sc-1097	381	20	:	:	PUNCT
sc-1097	381	21	alvalade	alvalade	CCONJ
sc-1097	381	22	-	-	PUNCT
sc-1097	381	23	saldanha	saldanha	NOUN
sc-1097	381	24	(	(	PUNCT
sc-1097	381	25	2	2	NUM
sc-1097	381	26	)	)	PUNCT
sc-1097	381	27	,	,	PUNCT
sc-1097	381	28	telheiras	telheira	NOUN
sc-1097	381	29	-	-	PUNCT
sc-1097	381	30	campo	campo	NOUN
sc-1097	381	31	grande	grande	NOUN
sc-1097	381	32	(	(	PUNCT
sc-1097	381	33	3	3	NUM
sc-1097	381	34	)	)	PUNCT
sc-1097	381	35	,	,	PUNCT
sc-1097	381	36	marquês	marquês	PROPN
sc-1097	381	37	de	de	ADP
sc-1097	381	38	pombal	pombal	PROPN
sc-1097	381	39	-	-	PUNCT
sc-1097	381	40	baixa	baixa	NOUN
sc-1097	381	41	(	(	PUNCT
sc-1097	381	42	4	4	X
sc-1097	381	43	)	)	PUNCT
sc-1097	381	44	meaning	mean	VERB
sc-1097	381	45	that	that	SCONJ
sc-1097	381	46	the	the	DET
sc-1097	381	47	center	center	NOUN
sc-1097	381	48	of	of	ADP
sc-1097	381	49	lisbon	lisbon	PROPN
sc-1097	381	50	is	be	AUX
sc-1097	381	51	where	where	SCONJ
sc-1097	381	52	the	the	DET
sc-1097	381	53	most	most	ADJ
sc-1097	381	54	trips	trip	NOUN
sc-1097	381	55	occur	occur	VERB
sc-1097	381	56	.	.	PUNCT
sc-1097	382	1	there	there	PRON
sc-1097	382	2	is	be	VERB
sc-1097	382	3	also	also	ADV
sc-1097	382	4	a	a	DET
sc-1097	382	5	close	close	ADJ
sc-1097	382	6	relation	relation	NOUN
sc-1097	382	7	of	of	ADP
sc-1097	382	8	the	the	DET
sc-1097	382	9	number	number	NOUN
sc-1097	382	10	of	of	ADP
sc-1097	382	11	trips	trip	NOUN
sc-1097	382	12	with	with	ADP
sc-1097	382	13	the	the	DET
sc-1097	382	14	station	station	NOUN
sc-1097	382	15	capacity	capacity	NOUN
sc-1097	382	16	.	.	PUNCT
sc-1097	383	1	the	the	DET
sc-1097	383	2	station	station	NOUN
sc-1097	383	3	cluster	cluster	NOUN
sc-1097	383	4	with	with	ADP
sc-1097	383	5	more	more	ADJ
sc-1097	383	6	trips	trip	NOUN
sc-1097	383	7	is	be	AUX
sc-1097	383	8	associated	associate	VERB
sc-1097	383	9	with	with	ADP
sc-1097	383	10	the	the	DET
sc-1097	383	11	stations	station	NOUN
sc-1097	383	12	with	with	ADP
sc-1097	383	13	the	the	DET
sc-1097	383	14	greater	great	ADJ
sc-1097	383	15	bike	bike	NOUN
sc-1097	383	16	capacity	capacity	NOUN
sc-1097	383	17	.	.	PUNCT
sc-1097	384	1	we	we	PRON
sc-1097	384	2	also	also	ADV
sc-1097	384	3	found	find	VERB
sc-1097	384	4	a	a	DET
sc-1097	384	5	correlation	correlation	NOUN
sc-1097	384	6	of	of	ADP
sc-1097	384	7	clusters	cluster	NOUN
sc-1097	384	8	with	with	ADP
sc-1097	384	9	the	the	DET
sc-1097	384	10	origin	origin	NOUN
sc-1097	384	11	and	and	CCONJ
sc-1097	384	12	destination	destination	NOUN
sc-1097	384	13	station	station	NOUN
sc-1097	384	14	groups	group	NOUN
sc-1097	384	15	.	.	PUNCT
sc-1097	385	1	regarding	regard	VERB
sc-1097	385	2	rq2	rq2	NOUN
sc-1097	385	3	,	,	PUNCT
sc-1097	385	4	on	on	ADP
sc-1097	385	5	addressing	address	VERB
sc-1097	385	6	how	how	SCONJ
sc-1097	385	7	lisbon	lisbon	PROPN
sc-1097	385	8	bss	bss	PROPN
sc-1097	385	9	trip	trip	NOUN
sc-1097	385	10	patterns	pattern	NOUN
sc-1097	385	11	have	have	AUX
sc-1097	385	12	changed	change	VERB
sc-1097	385	13	in	in	ADP
sc-1097	385	14	2019	2019	NUM
sc-1097	385	15	and	and	CCONJ
sc-1097	385	16	2020	2020	NUM
sc-1097	385	17	from	from	ADP
sc-1097	385	18	2018	2018	NUM
sc-1097	385	19	,	,	PUNCT
sc-1097	385	20	our	our	PRON
sc-1097	385	21	study	study	NOUN
sc-1097	385	22	shows	show	VERB
sc-1097	385	23	that	that	SCONJ
sc-1097	385	24	the	the	DET
sc-1097	385	25	total	total	ADJ
sc-1097	385	26	number	number	NOUN
sc-1097	385	27	of	of	ADP
sc-1097	385	28	trips	trip	NOUN
sc-1097	385	29	reached	reach	VERB
sc-1097	385	30	1,374,751	1,374,751	NUM
sc-1097	385	31	in	in	ADP
sc-1097	385	32	2019	2019	NUM
sc-1097	385	33	(	(	PUNCT
sc-1097	385	34	1st	1st	ADJ
sc-1097	385	35	january	january	NOUN
sc-1097	385	36	to	to	ADP
sc-1097	385	37	31st	31st	PROPN
sc-1097	385	38	december	december	PROPN
sc-1097	385	39	)	)	PUNCT
sc-1097	385	40	which	which	PRON
sc-1097	385	41	is	be	AUX
sc-1097	385	42	an	an	DET
sc-1097	385	43	increase	increase	NOUN
sc-1097	385	44	of	of	ADP
sc-1097	385	45	101	101	NUM
sc-1097	385	46	%	%	NOUN
sc-1097	385	47	compared	compare	VERB
sc-1097	385	48	to	to	ADP
sc-1097	385	49	2018	2018	NUM
sc-1097	385	50	.	.	PUNCT
sc-1097	386	1	in	in	ADP
sc-1097	386	2	2020	2020	NUM
sc-1097	386	3	(	(	PUNCT
sc-1097	386	4	from	from	ADP
sc-1097	386	5	1st	1st	ADJ
sc-1097	386	6	january	january	NOUN
sc-1097	386	7	to	to	ADP
sc-1097	386	8	4th	4th	ADJ
sc-1097	386	9	june	june	PROPN
sc-1097	386	10	)	)	PUNCT
sc-1097	387	1	the	the	DET
sc-1097	387	2	total	total	ADJ
sc-1097	387	3	number	number	NOUN
sc-1097	387	4	of	of	ADP
sc-1097	387	5	trips	trip	NOUN
sc-1097	387	6	was	be	AUX
sc-1097	387	7	501,037	501,037	NUM
sc-1097	387	8	and	and	CCONJ
sc-1097	387	9	represents	represent	VERB
sc-1097	387	10	a	a	DET
sc-1097	387	11	decrease	decrease	NOUN
sc-1097	387	12	of	of	ADP
sc-1097	387	13	approximately	approximately	ADV
sc-1097	387	14	64	64	NUM
sc-1097	387	15	%	%	NOUN
sc-1097	387	16	from	from	ADP
sc-1097	387	17	the	the	DET
sc-1097	387	18	previous	previous	ADJ
sc-1097	387	19	year	year	NOUN
sc-1097	387	20	.	.	PUNCT
sc-1097	388	1	this	this	PRON
sc-1097	388	2	is	be	AUX
sc-1097	388	3	highlighted	highlight	VERB
sc-1097	388	4	by	by	ADP
sc-1097	388	5	the	the	DET
sc-1097	388	6	average	average	ADJ
sc-1097	388	7	number	number	NOUN
sc-1097	388	8	of	of	ADP
sc-1097	388	9	trips	trip	NOUN
sc-1097	388	10	per	per	ADP
sc-1097	388	11	month	month	NOUN
sc-1097	388	12	in	in	ADP
sc-1097	388	13	2019	2019	NUM
sc-1097	388	14	that	that	PRON
sc-1097	388	15	was	be	AUX
sc-1097	388	16	114,562	114,562	NUM
sc-1097	388	17	and	and	CCONJ
sc-1097	388	18	in	in	ADP
sc-1097	388	19	2020	2020	NUM
sc-1097	388	20	was	be	AUX
sc-1097	388	21	83,506	83,506	NUM
sc-1097	388	22	.	.	PUNCT
sc-1097	389	1	the	the	DET
sc-1097	389	2	daily	daily	ADJ
sc-1097	389	3	trip	trip	NOUN
sc-1097	389	4	average	average	NOUN
sc-1097	389	5	observed	observe	VERB
sc-1097	389	6	in	in	ADP
sc-1097	389	7	2019	2019	NUM
sc-1097	389	8	was	be	AUX
sc-1097	389	9	3,766	3,766	NUM
sc-1097	389	10	and	and	CCONJ
sc-1097	389	11	2020	2020	NUM
sc-1097	389	12	was	be	AUX
sc-1097	389	13	3,253	3,253	NUM
sc-1097	389	14	.	.	PUNCT
sc-1097	390	1	furthermore	furthermore	ADV
sc-1097	390	2	,	,	PUNCT
sc-1097	390	3	in	in	ADP
sc-1097	390	4	2019	2019	NUM
sc-1097	390	5	and	and	CCONJ
sc-1097	390	6	2020	2020	NUM
sc-1097	390	7	,	,	PUNCT
sc-1097	390	8	the	the	DET
sc-1097	390	9	summer	summer	NOUN
sc-1097	390	10	months	month	NOUN
sc-1097	390	11	are	be	AUX
sc-1097	390	12	no	no	ADV
sc-1097	390	13	longer	long	ADV
sc-1097	390	14	the	the	DET
sc-1097	390	15	highest	high	ADJ
sc-1097	390	16	trip	trip	NOUN
sc-1097	390	17	rate	rate	NOUN
sc-1097	390	18	of	of	ADP
sc-1097	390	19	monthly	monthly	ADJ
sc-1097	390	20	usage	usage	NOUN
sc-1097	390	21	,	,	PUNCT
sc-1097	390	22	as	as	SCONJ
sc-1097	390	23	observed	observe	VERB
sc-1097	390	24	in	in	ADP
sc-1097	390	25	2018	2018	NUM
sc-1097	390	26	.	.	PUNCT
sc-1097	391	1	february	february	PROPN
sc-1097	391	2	,	,	PUNCT
sc-1097	391	3	march	march	PROPN
sc-1097	391	4	and	and	CCONJ
sc-1097	391	5	october	october	PROPN
sc-1097	391	6	,	,	PUNCT
sc-1097	391	7	in	in	ADP
sc-1097	391	8	both	both	DET
sc-1097	391	9	2019	2019	NUM
sc-1097	391	10	and	and	CCONJ
sc-1097	391	11	2020	2020	NUM
sc-1097	391	12	,	,	PUNCT
sc-1097	391	13	were	be	AUX
sc-1097	391	14	the	the	DET
sc-1097	391	15	months	month	NOUN
sc-1097	391	16	where	where	SCONJ
sc-1097	391	17	most	most	ADJ
sc-1097	391	18	trips	trip	NOUN
sc-1097	391	19	took	take	VERB
sc-1097	391	20	place	place	NOUN
sc-1097	391	21	.	.	PUNCT
sc-1097	392	1	also	also	ADV
sc-1097	392	2	,	,	PUNCT
sc-1097	392	3	we	we	PRON
sc-1097	392	4	can	can	AUX
sc-1097	392	5	see	see	VERB
sc-1097	392	6	that	that	SCONJ
sc-1097	392	7	the	the	DET
sc-1097	392	8	usage	usage	NOUN
sc-1097	392	9	is	be	AUX
sc-1097	392	10	distributed	distribute	VERB
sc-1097	392	11	over	over	ADP
sc-1097	392	12	all	all	DET
sc-1097	392	13	months	month	NOUN
sc-1097	392	14	,	,	PUNCT
sc-1097	392	15	and	and	CCONJ
sc-1097	392	16	there	there	PRON
sc-1097	392	17	is	be	VERB
sc-1097	392	18	no	no	DET
sc-1097	392	19	discrepancy	discrepancy	NOUN
sc-1097	392	20	between	between	ADP
sc-1097	392	21	the	the	DET
sc-1097	392	22	summer	summer	NOUN
sc-1097	392	23	months	month	NOUN
sc-1097	392	24	and	and	CCONJ
sc-1097	392	25	the	the	DET
sc-1097	392	26	other	other	ADJ
sc-1097	392	27	months	month	NOUN
sc-1097	392	28	of	of	ADP
sc-1097	392	29	the	the	DET
sc-1097	392	30	year	year	NOUN
sc-1097	392	31	,	,	PUNCT
sc-1097	392	32	as	as	ADP
sc-1097	392	33	in	in	ADP
sc-1097	392	34	2018	2018	NUM
sc-1097	392	35	.	.	PUNCT
sc-1097	393	1	findings	finding	NOUN
sc-1097	393	2	show	show	VERB
sc-1097	393	3	that	that	SCONJ
sc-1097	393	4	users	user	NOUN
sc-1097	393	5	are	be	AUX
sc-1097	393	6	shifting	shift	VERB
sc-1097	393	7	to	to	ADP
sc-1097	393	8	bike	bike	NOUN
sc-1097	393	9	ride	ride	NOUN
sc-1097	393	10	during	during	ADP
sc-1097	393	11	summer	summer	NOUN
sc-1097	393	12	and	and	CCONJ
sc-1097	393	13	winter	winter	NOUN
sc-1097	393	14	,	,	PUNCT
sc-1097	393	15	preferring	prefer	VERB
sc-1097	393	16	to	to	PART
sc-1097	393	17	use	use	VERB
sc-1097	393	18	bss	bss	NOUN
sc-1097	393	19	to	to	ADP
sc-1097	393	20	other	other	ADJ
sc-1097	393	21	transportation	transportation	NOUN
sc-1097	393	22	modes	mode	NOUN
sc-1097	393	23	.	.	PUNCT
sc-1097	394	1	meaning	mean	VERB
sc-1097	394	2	,	,	PUNCT
sc-1097	394	3	lisbon	lisbon	PROPN
sc-1097	394	4	bss	bss	PROPN
sc-1097	394	5	is	be	AUX
sc-1097	394	6	becoming	become	VERB
sc-1097	394	7	a	a	DET
sc-1097	394	8	preferred	preferred	ADJ
sc-1097	394	9	transport	transport	NOUN
sc-1097	394	10	mode	mode	NOUN
sc-1097	394	11	to	to	PART
sc-1097	394	12	commute	commute	VERB
sc-1097	394	13	in	in	ADP
sc-1097	394	14	lisbon	lisbon	PROPN
sc-1097	394	15	especially	especially	ADV
sc-1097	394	16	for	for	ADP
sc-1097	394	17	the	the	DET
sc-1097	394	18	last	last	ADJ
sc-1097	394	19	mile	mile	NOUN
sc-1097	394	20	.	.	PUNCT
sc-1097	395	1	regarding	regard	VERB
sc-1097	395	2	temperature	temperature	NOUN
sc-1097	395	3	,	,	PUNCT
sc-1097	395	4	the	the	DET
sc-1097	395	5	usage	usage	NOUN
sc-1097	395	6	pattern	pattern	NOUN
sc-1097	395	7	has	have	AUX
sc-1097	395	8	changed	change	VERB
sc-1097	395	9	between	between	ADP
sc-1097	395	10	2019	2019	NUM
sc-1097	395	11	and	and	CCONJ
sc-1097	395	12	2020	2020	NUM
sc-1097	395	13	.	.	PUNCT
sc-1097	396	1	users	user	NOUN
sc-1097	396	2	prefer	prefer	VERB
sc-1097	396	3	to	to	PART
sc-1097	396	4	cycle	cycle	VERB
sc-1097	396	5	when	when	SCONJ
sc-1097	396	6	temperature	temperature	NOUN
sc-1097	396	7	is	be	AUX
sc-1097	396	8	between	between	ADP
sc-1097	396	9	10º	10º	NOUN
sc-1097	396	10	and	and	CCONJ
sc-1097	396	11	20º	20º	NOUN
sc-1097	396	12	(	(	PUNCT
sc-1097	396	13	56	56	NUM
sc-1097	396	14	%	%	NOUN
sc-1097	396	15	and	and	CCONJ
sc-1097	396	16	67	67	NUM
sc-1097	396	17	%	%	NOUN
sc-1097	396	18	respectively	respectively	ADV
sc-1097	396	19	)	)	PUNCT
sc-1097	396	20	,	,	PUNCT
sc-1097	396	21	confirming	confirm	VERB
sc-1097	396	22	as	as	ADV
sc-1097	396	23	well	well	ADV
sc-1097	396	24	that	that	SCONJ
sc-1097	396	25	users	user	NOUN
sc-1097	396	26	tend	tend	VERB
sc-1097	396	27	to	to	PART
sc-1097	396	28	ride	ride	VERB
sc-1097	396	29	all	all	DET
sc-1097	396	30	year	year	NOUN
sc-1097	396	31	long	long	ADV
sc-1097	396	32	instead	instead	ADV
sc-1097	396	33	of	of	ADP
sc-1097	396	34	just	just	ADV
sc-1097	396	35	in	in	ADP
sc-1097	396	36	the	the	DET
sc-1097	396	37	summer	summer	NOUN
sc-1097	396	38	months	month	NOUN
sc-1097	396	39	.	.	PUNCT
sc-1097	397	1	finally	finally	ADV
sc-1097	397	2	,	,	PUNCT
sc-1097	397	3	we	we	PRON
sc-1097	397	4	also	also	ADV
sc-1097	397	5	found	find	VERB
sc-1097	397	6	no	no	DET
sc-1097	397	7	significant	significant	ADJ
sc-1097	397	8	difference	difference	NOUN
sc-1097	397	9	regarding	regard	VERB
sc-1097	397	10	speed	speed	NOUN
sc-1097	397	11	and	and	CCONJ
sc-1097	397	12	duration	duration	NOUN
sc-1097	397	13	of	of	ADP
sc-1097	397	14	bike	bike	NOUN
sc-1097	397	15	trips	trip	NOUN
sc-1097	397	16	across	across	ADP
sc-1097	397	17	the	the	DET
sc-1097	397	18	weekdays	weekday	NOUN
sc-1097	397	19	by	by	ADP
sc-1097	397	20	bike	bike	NOUN
sc-1097	397	21	type	type	NOUN
sc-1097	397	22	(	(	PUNCT
sc-1097	397	23	electric	electric	ADJ
sc-1097	397	24	or	or	CCONJ
sc-1097	397	25	conventional	conventional	ADJ
sc-1097	397	26	)	)	PUNCT
sc-1097	397	27	.	.	PUNCT
sc-1097	398	1	therefore	therefore	ADV
sc-1097	398	2	,	,	PUNCT
sc-1097	398	3	our	our	PRON
sc-1097	398	4	research	research	NOUN
sc-1097	398	5	suggests	suggest	VERB
sc-1097	398	6	that	that	SCONJ
sc-1097	398	7	the	the	DET
sc-1097	398	8	type	type	NOUN
sc-1097	398	9	of	of	ADP
sc-1097	398	10	bike	bike	NOUN
sc-1097	398	11	is	be	AUX
sc-1097	398	12	not	not	PART
sc-1097	398	13	a	a	DET
sc-1097	398	14	decisive	decisive	ADJ
sc-1097	398	15	factor	factor	NOUN
sc-1097	398	16	in	in	ADP
sc-1097	398	17	the	the	DET
sc-1097	398	18	bike	bike	NOUN
sc-1097	398	19	trip	trip	NOUN
sc-1097	398	20	analysis	analysis	NOUN
sc-1097	398	21	.	.	PUNCT
sc-1097	399	1	avenida	avenida	PROPN
sc-1097	399	2	duque	duque	PROPN
sc-1097	399	3	de	de	PROPN
sc-1097	399	4	avila	avila	PROPN
sc-1097	399	5	bike	bike	PROPN
sc-1097	399	6	count	count	NOUN
sc-1097	399	7	showed	show	VERB
sc-1097	399	8	results	result	NOUN
sc-1097	399	9	with	with	ADP
sc-1097	399	10	similar	similar	ADJ
sc-1097	399	11	mobility	mobility	NOUN
sc-1097	399	12	patterns	pattern	NOUN
sc-1097	399	13	of	of	ADP
sc-1097	399	14	weekly	weekly	ADJ
sc-1097	399	15	and	and	CCONJ
sc-1097	399	16	monthly	monthly	ADJ
sc-1097	399	17	bike	bike	NOUN
sc-1097	399	18	usage	usage	NOUN
sc-1097	399	19	as	as	ADP
sc-1097	399	20	in	in	ADP
sc-1097	399	21	lisbon	lisbon	PROPN
sc-1097	399	22	bss	bss	PROPN
sc-1097	399	23	analysis	analysis	NOUN
sc-1097	399	24	.	.	PUNCT
sc-1097	400	1	bike	bike	NOUN
sc-1097	400	2	users	user	NOUN
sc-1097	400	3	are	be	AUX
sc-1097	400	4	more	more	ADV
sc-1097	400	5	active	active	ADJ
sc-1097	400	6	during	during	ADP
sc-1097	400	7	weekdays	weekday	NOUN
sc-1097	400	8	and	and	CCONJ
sc-1097	400	9	the	the	DET
sc-1097	400	10	counting	counting	NOUN
sc-1097	400	11	is	be	AUX
sc-1097	400	12	almost	almost	ADV
sc-1097	400	13	the	the	DET
sc-1097	400	14	same	same	ADJ
sc-1097	400	15	regarding	regard	VERB
sc-1097	400	16	its	its	PRON
sc-1097	400	17	direction	direction	NOUN
sc-1097	400	18	of	of	ADP
sc-1097	400	19	origin	origin	NOUN
sc-1097	400	20	and	and	CCONJ
sc-1097	400	21	destination	destination	NOUN
sc-1097	400	22	(	(	PUNCT
sc-1097	400	23	east	east	NOUN
sc-1097	400	24	and	and	CCONJ
sc-1097	400	25	west	west	NOUN
sc-1097	400	26	)	)	PUNCT
sc-1097	400	27	.	.	PUNCT
sc-1097	401	1	on	on	ADP
sc-1097	401	2	the	the	DET
sc-1097	401	3	impact	impact	NOUN
sc-1097	401	4	of	of	ADP
sc-1097	401	5	the	the	DET
sc-1097	401	6	covid	covid	PROPN
sc-1097	401	7	19	19	NUM
sc-1097	401	8	pandemics	pandemic	NOUN
sc-1097	401	9	event	event	NOUN
sc-1097	401	10	,	,	PUNCT
sc-1097	401	11	we	we	PRON
sc-1097	401	12	observed	observe	VERB
sc-1097	401	13	a	a	DET
sc-1097	401	14	clear	clear	ADJ
sc-1097	401	15	correlation	correlation	NOUN
sc-1097	401	16	with	with	ADP
sc-1097	401	17	bss	bss	NOUN
sc-1097	401	18	usage	usage	NOUN
sc-1097	401	19	.	.	PUNCT
sc-1097	402	1	in	in	ADP
sc-1097	402	2	2020	2020	NUM
sc-1097	402	3	,	,	PUNCT
sc-1097	402	4	the	the	DET
sc-1097	402	5	trip	trip	NOUN
sc-1097	402	6	decrease	decrease	NOUN
sc-1097	402	7	between	between	ADP
sc-1097	402	8	march	march	PROPN
sc-1097	402	9	and	and	CCONJ
sc-1097	402	10	april	april	PROPN
sc-1097	402	11	can	can	AUX
sc-1097	402	12	be	be	AUX
sc-1097	402	13	explained	explain	VERB
sc-1097	402	14	by	by	ADP
sc-1097	402	15	the	the	DET
sc-1097	402	16	state	state	NOUN
sc-1097	402	17	of	of	ADP
sc-1097	402	18	emergency	emergency	NOUN
sc-1097	402	19	lockdown	lockdown	NOUN
sc-1097	402	20	declared	declare	VERB
sc-1097	402	21	in	in	ADP
sc-1097	402	22	portugal	portugal	PROPN
sc-1097	402	23	from	from	ADP
sc-1097	402	24	18th	18th	ADJ
sc-1097	402	25	march	march	NOUN
sc-1097	402	26	2020	2020	NUM
sc-1097	402	27	to	to	ADP
sc-1097	402	28	april	april	PROPN
sc-1097	402	29	,	,	PUNCT
sc-1097	402	30	and	and	CCONJ
sc-1097	402	31	then	then	ADV
sc-1097	402	32	renewed	renew	VERB
sc-1097	402	33	on	on	ADP
sc-1097	402	34	3rd	3rd	PROPN
sc-1097	402	35	april	april	PROPN
sc-1097	402	36	2020	2020	NUM
sc-1097	402	37	until	until	ADP
sc-1097	402	38	2nd	2nd	PROPN
sc-1097	402	39	may	may	PROPN
sc-1097	402	40	2020	2020	NUM
sc-1097	402	41	.	.	PUNCT
sc-1097	403	1	this	this	PRON
sc-1097	403	2	explains	explain	VERB
sc-1097	403	3	the	the	DET
sc-1097	403	4	decrease	decrease	NOUN
sc-1097	403	5	in	in	ADP
sc-1097	403	6	bike	bike	NOUN
sc-1097	403	7	trips	trip	NOUN
sc-1097	403	8	in	in	ADP
sc-1097	403	9	2020	2020	NUM
sc-1097	403	10	,	,	PUNCT
sc-1097	403	11	compared	compare	VERB
sc-1097	403	12	to	to	ADP
sc-1097	403	13	the	the	DET
sc-1097	403	14	same	same	ADJ
sc-1097	403	15	period	period	NOUN
sc-1097	403	16	of	of	ADP
sc-1097	403	17	time	time	NOUN
sc-1097	403	18	in	in	ADP
sc-1097	403	19	2018	2018	NUM
sc-1097	403	20	and	and	CCONJ
sc-1097	403	21	2019	2019	NUM
sc-1097	403	22	.	.	PUNCT
sc-1097	404	1	the	the	DET
sc-1097	404	2	major	major	ADJ
sc-1097	404	3	limitation	limitation	NOUN
sc-1097	404	4	found	find	VERB
sc-1097	404	5	in	in	ADP
sc-1097	404	6	our	our	PRON
sc-1097	404	7	study	study	NOUN
sc-1097	404	8	was	be	AUX
sc-1097	404	9	the	the	DET
sc-1097	404	10	unavailability	unavailability	NOUN
sc-1097	404	11	of	of	ADP
sc-1097	404	12	bike	bike	NOUN
sc-1097	404	13	usage	usage	NOUN
sc-1097	404	14	features	feature	NOUN
sc-1097	404	15	in	in	ADP
sc-1097	404	16	provided	provide	VERB
sc-1097	404	17	data	datum	NOUN
sc-1097	404	18	for	for	ADP
sc-1097	404	19	2019	2019	NUM
sc-1097	404	20	and	and	CCONJ
sc-1097	404	21	2020	2020	NUM
sc-1097	404	22	but	but	CCONJ
sc-1097	404	23	made	make	VERB
sc-1097	404	24	available	available	ADJ
sc-1097	404	25	in	in	ADP
sc-1097	404	26	the	the	DET
sc-1097	404	27	2018	2018	NUM
sc-1097	404	28	datasets	dataset	NOUN
sc-1097	404	29	.	.	PUNCT
sc-1097	405	1	in	in	ADP
sc-1097	405	2	2019	2019	NUM
sc-1097	405	3	and	and	CCONJ
sc-1097	405	4	2020	2020	NUM
sc-1097	405	5	data	datum	NOUN
sc-1097	405	6	presents	present	VERB
sc-1097	405	7	the	the	DET
sc-1097	405	8	aggregated	aggregated	ADJ
sc-1097	405	9	total	total	ADJ
sc-1097	405	10	counting	counting	NOUN
sc-1097	405	11	per	per	ADP
sc-1097	405	12	day	day	NOUN
sc-1097	405	13	,	,	PUNCT
sc-1097	405	14	not	not	PART
sc-1097	405	15	specifying	specify	VERB
sc-1097	405	16	either	either	CCONJ
sc-1097	405	17	the	the	DET
sc-1097	405	18	origin	origin	NOUN
sc-1097	405	19	and	and	CCONJ
sc-1097	405	20	destination	destination	NOUN
sc-1097	405	21	stations	station	NOUN
sc-1097	405	22	or	or	CCONJ
sc-1097	405	23	trip	trip	NOUN
sc-1097	405	24	time	time	NOUN
sc-1097	405	25	(	(	PUNCT
sc-1097	405	26	hour	hour	NOUN
sc-1097	405	27	,	,	PUNCT
sc-1097	405	28	minute	minute	NOUN
sc-1097	405	29	and	and	CCONJ
sc-1097	405	30	second	second	ADJ
sc-1097	405	31	)	)	PUNCT
sc-1097	405	32	.	.	PUNCT
sc-1097	406	1	this	this	PRON
sc-1097	406	2	prevents	prevent	VERB
sc-1097	406	3	the	the	DET
sc-1097	406	4	authors	author	NOUN
sc-1097	406	5	to	to	PART
sc-1097	406	6	understand	understand	VERB
sc-1097	406	7	and	and	CCONJ
sc-1097	406	8	obtain	obtain	VERB
sc-1097	406	9	insights	insight	NOUN
sc-1097	406	10	,	,	PUNCT
sc-1097	406	11	regarding	regard	VERB
sc-1097	406	12	the	the	DET
sc-1097	406	13	years	year	NOUN
sc-1097	406	14	of	of	ADP
sc-1097	406	15	2019	2019	NUM
sc-1097	406	16	and	and	CCONJ
sc-1097	406	17	2020	2020	NUM
sc-1097	406	18	,	,	PUNCT
sc-1097	406	19	such	such	ADJ
sc-1097	406	20	as	as	ADP
sc-1097	406	21	the	the	DET
sc-1097	406	22	evolution	evolution	NOUN
sc-1097	406	23	of	of	ADP
sc-1097	406	24	users	user	NOUN
sc-1097	406	25	’	’	PART
sc-1097	406	26	mobility	mobility	NOUN
sc-1097	406	27	patterns	pattern	NOUN
sc-1097	406	28	,	,	PUNCT
sc-1097	406	29	the	the	DET
sc-1097	406	30	most	most	ADV
sc-1097	406	31	popular	popular	ADJ
sc-1097	406	32	stations	station	NOUN
sc-1097	406	33	and	and	CCONJ
sc-1097	406	34	stations	station	NOUN
sc-1097	406	35	pairs	pair	NOUN
sc-1097	406	36	,	,	PUNCT
sc-1097	406	37	inflow	inflow	NOUN
sc-1097	406	38	and	and	CCONJ
sc-1097	406	39	outflow	outflow	NOUN
sc-1097	406	40	in	in	ADP
sc-1097	406	41	the	the	DET
sc-1097	406	42	various	various	ADJ
sc-1097	406	43	stations	station	NOUN
sc-1097	406	44	and	and	CCONJ
sc-1097	406	45	trajectories	trajectory	NOUN
sc-1097	406	46	.	.	PUNCT
sc-1097	407	1	6	6	X
sc-1097	407	2	.	.	X
sc-1097	407	3	conclusions	conclusion	NOUN
sc-1097	407	4	this	this	DET
sc-1097	407	5	paper	paper	NOUN
sc-1097	407	6	provides	provide	VERB
sc-1097	407	7	new	new	ADJ
sc-1097	407	8	insights	insight	NOUN
sc-1097	407	9	into	into	ADP
sc-1097	407	10	lisbon	lisbon	PROPN
sc-1097	407	11	bss	bss	PROPN
sc-1097	407	12	,	,	PUNCT
sc-1097	407	13	first	first	ADV
sc-1097	407	14	implemented	implement	VERB
sc-1097	407	15	in	in	ADP
sc-1097	407	16	2017	2017	NUM
sc-1097	407	17	and	and	CCONJ
sc-1097	407	18	evolving	evolve	VERB
sc-1097	407	19	till	till	SCONJ
sc-1097	407	20	nowadays	nowadays	ADV
sc-1097	407	21	.	.	PUNCT
sc-1097	408	1	it	it	PRON
sc-1097	408	2	was	be	AUX
sc-1097	408	3	interesting	interesting	ADJ
sc-1097	408	4	to	to	PART
sc-1097	408	5	analyse	analyse	VERB
sc-1097	408	6	the	the	DET
sc-1097	408	7	evolution	evolution	NOUN
sc-1097	408	8	and	and	CCONJ
sc-1097	408	9	strong	strong	ADJ
sc-1097	408	10	bss	bss	NOUN
sc-1097	408	11	demand	demand	NOUN
sc-1097	408	12	in	in	ADP
sc-1097	408	13	a	a	DET
sc-1097	408	14	city	city	NOUN
sc-1097	408	15	that	that	PRON
sc-1097	408	16	did	do	AUX
sc-1097	408	17	not	not	PART
sc-1097	408	18	have	have	VERB
sc-1097	408	19	a	a	DET
sc-1097	408	20	cycling	cycling	NOUN
sc-1097	408	21	culture	culture	NOUN
sc-1097	408	22	until	until	ADP
sc-1097	408	23	recently	recently	ADV
sc-1097	408	24	.	.	PUNCT
sc-1097	409	1	significant	significant	ADJ
sc-1097	409	2	findings	finding	NOUN
sc-1097	409	3	show	show	VERB
sc-1097	409	4	that	that	SCONJ
sc-1097	409	5	most	most	ADJ
sc-1097	409	6	lisbon	lisbon	PROPN
sc-1097	409	7	bss	bss	NOUN
sc-1097	409	8	trips	trip	NOUN
sc-1097	409	9	in	in	ADP
sc-1097	409	10	2018	2018	NUM
sc-1097	409	11	occur	occur	VERB
sc-1097	409	12	in	in	ADP
sc-1097	409	13	weekdays	weekday	NOUN
sc-1097	409	14	during	during	ADP
sc-1097	409	15	the	the	DET
sc-1097	409	16	afternoon	afternoon	NOUN
sc-1097	409	17	,	,	PUNCT
sc-1097	409	18	which	which	PRON
sc-1097	409	19	correlates	correlate	VERB
sc-1097	409	20	with	with	ADP
sc-1097	409	21	the	the	DET
sc-1097	409	22	daily	daily	ADJ
sc-1097	409	23	afternoon	afternoon	NOUN
sc-1097	409	24	commute	commute	NOUN
sc-1097	409	25	(	(	PUNCT
sc-1097	409	26	6	6	NUM
sc-1097	409	27	pm	pm	NOUN
sc-1097	409	28	–	–	PUNCT
sc-1097	409	29	7	7	NUM
sc-1097	409	30	pm	pm	NOUN
sc-1097	409	31	)	)	PUNCT
sc-1097	409	32	.	.	PUNCT
sc-1097	410	1	we	we	PRON
sc-1097	410	2	also	also	ADV
sc-1097	410	3	found	find	VERB
sc-1097	410	4	that	that	SCONJ
sc-1097	410	5	weather	weather	NOUN
sc-1097	410	6	conditions	condition	NOUN
sc-1097	410	7	[	[	X
sc-1097	410	8	18	18	NUM
sc-1097	410	9	]	]	PUNCT
sc-1097	410	10	,	,	PUNCT
sc-1097	410	11	[	[	X
sc-1097	410	12	19	19	NUM
sc-1097	410	13	]	]	PUNCT
sc-1097	410	14	had	have	VERB
sc-1097	410	15	an	an	DET
sc-1097	410	16	important	important	ADJ
sc-1097	410	17	impact	impact	NOUN
sc-1097	410	18	on	on	ADP
sc-1097	410	19	travel	travel	NOUN
sc-1097	410	20	behavior	behavior	NOUN
sc-1097	410	21	.	.	PUNCT
sc-1097	411	1	no	no	DET
sc-1097	411	2	precipitation	precipitation	NOUN
sc-1097	411	3	was	be	AUX
sc-1097	411	4	consistent	consistent	ADJ
sc-1097	411	5	with	with	ADP
sc-1097	411	6	ridership	ridership	NOUN
sc-1097	411	7	increase	increase	NOUN
sc-1097	411	8	,	,	PUNCT
sc-1097	411	9	as	as	ADV
sc-1097	411	10	well	well	ADV
sc-1097	411	11	as	as	ADP
sc-1097	411	12	mild	mild	ADJ
sc-1097	411	13	temperatures	temperature	NOUN
sc-1097	411	14	between	between	ADP
sc-1097	411	15	10º	10º	NUM
sc-1097	411	16	to	to	ADP
sc-1097	411	17	30º.	30º.	NUM
sc-1097	411	18	in	in	ADP
sc-1097	411	19	2018	2018	NUM
sc-1097	411	20	june	june	PROPN
sc-1097	411	21	,	,	PUNCT
sc-1097	411	22	july	july	PROPN
sc-1097	411	23	,	,	PUNCT
sc-1097	411	24	august	august	PROPN
sc-1097	411	25	and	and	CCONJ
sc-1097	411	26	september	september	PROPN
sc-1097	411	27	trips	trip	NOUN
sc-1097	411	28	represent	represent	VERB
sc-1097	411	29	64	64	NUM
sc-1097	411	30	%	%	NOUN
sc-1097	411	31	of	of	ADP
sc-1097	411	32	all	all	DET
sc-1097	411	33	bike	bike	NOUN
sc-1097	411	34	trips	trip	NOUN
sc-1097	411	35	in	in	ADP
sc-1097	411	36	2018	2018	NUM
sc-1097	411	37	.	.	PUNCT
sc-1097	412	1	the	the	DET
sc-1097	412	2	most	most	ADV
sc-1097	412	3	frequent	frequent	ADJ
sc-1097	412	4	trip	trip	NOUN
sc-1097	412	5	station	station	NOUN
sc-1097	412	6	pair	pair	NOUN
sc-1097	412	7	origin	origin	NOUN
sc-1097	412	8	and	and	CCONJ
sc-1097	412	9	destination	destination	NOUN
sc-1097	412	10	are	be	AUX
sc-1097	412	11	along	along	ADP
sc-1097	412	12	campo	campo	NOUN
sc-1097	412	13	grande	grande	NOUN
sc-1097	412	14	and	and	CCONJ
sc-1097	412	15	saldanha	saldanha	NOUN
sc-1097	412	16	axis	axis	ADJ
sc-1097	412	17	,	,	PUNCT
sc-1097	412	18	and	and	CCONJ
sc-1097	412	19	in	in	ADP
sc-1097	412	20	parque	parque	NOUN
sc-1097	412	21	das	das	PROPN
sc-1097	412	22	nações	nações	NOUN
sc-1097	412	23	,	,	PUNCT
sc-1097	412	24	where	where	SCONJ
sc-1097	412	25	most	most	ADJ
sc-1097	412	26	offices	office	NOUN
sc-1097	412	27	and	and	CCONJ
sc-1097	412	28	universities	university	NOUN
sc-1097	412	29	are	be	AUX
sc-1097	412	30	located	locate	VERB
sc-1097	412	31	in	in	ADP
sc-1097	412	32	lisbon	lisbon	PROPN
sc-1097	412	33	.	.	PUNCT
sc-1097	413	1	the	the	DET
sc-1097	413	2	cluster	cluster	NOUN
sc-1097	413	3	analysis	analysis	NOUN
sc-1097	413	4	highlighted	highlight	VERB
sc-1097	413	5	the	the	DET
sc-1097	413	6	previous	previous	ADJ
sc-1097	413	7	results	result	NOUN
sc-1097	413	8	in	in	ADP
sc-1097	413	9	four	four	NUM
sc-1097	413	10	clusters	cluster	NOUN
sc-1097	413	11	located	locate	VERB
sc-1097	413	12	in	in	ADP
sc-1097	413	13	alvalade	alvalade	ADV
sc-1097	413	14	-	-	PUNCT
sc-1097	413	15	saldanha	saldanha	NOUN
sc-1097	413	16	,	,	PUNCT
sc-1097	413	17	telheirascampo	telheirascampo	NOUN
sc-1097	413	18	grande	grande	NOUN
sc-1097	413	19	,	,	PUNCT
sc-1097	413	20	marquês	marquês	PROPN
sc-1097	413	21	de	de	X
sc-1097	413	22	pombal	pombal	PROPN
sc-1097	413	23	-	-	PUNCT
sc-1097	413	24	baixa	baixa	NOUN
sc-1097	413	25	and	and	CCONJ
sc-1097	413	26	parque	parque	VERB
sc-1097	413	27	das	das	PROPN
sc-1097	413	28	nações	nações	ADJ
sc-1097	413	29	areas	area	NOUN
sc-1097	413	30	.	.	PUNCT
sc-1097	414	1	although	although	SCONJ
sc-1097	414	2	limitations	limitation	NOUN
sc-1097	414	3	of	of	ADP
sc-1097	414	4	2019	2019	NUM
sc-1097	414	5	and	and	CCONJ
sc-1097	414	6	2020	2020	NUM
sc-1097	414	7	data	datum	NOUN
sc-1097	414	8	did	do	AUX
sc-1097	414	9	not	not	PART
sc-1097	414	10	allow	allow	VERB
sc-1097	414	11	us	we	PRON
sc-1097	414	12	to	to	PART
sc-1097	414	13	perform	perform	VERB
sc-1097	414	14	a	a	DET
sc-1097	414	15	spatiotemporal	spatiotemporal	ADJ
sc-1097	414	16	analysis	analysis	NOUN
sc-1097	414	17	,	,	PUNCT
sc-1097	414	18	we	we	PRON
sc-1097	414	19	performed	perform	VERB
sc-1097	414	20	a	a	DET
sc-1097	414	21	monthly	monthly	ADJ
sc-1097	414	22	,	,	PUNCT
sc-1097	414	23	weekday	weekday	NOUN
sc-1097	414	24	and	and	CCONJ
sc-1097	414	25	weather	weather	NOUN
sc-1097	414	26	correlation	correlation	NOUN
sc-1097	414	27	analysis	analysis	NOUN
sc-1097	414	28	.	.	PUNCT
sc-1097	415	1	in	in	ADP
sc-1097	415	2	2019	2019	NUM
sc-1097	415	3	,	,	PUNCT
sc-1097	415	4	the	the	DET
sc-1097	415	5	months	month	NOUN
sc-1097	415	6	february	february	PROPN
sc-1097	415	7	,	,	PUNCT
sc-1097	415	8	march	march	PROPN
sc-1097	415	9	and	and	CCONJ
sc-1097	415	10	october	october	PROPN
sc-1097	415	11	represent	represent	VERB
sc-1097	415	12	40	40	NUM
sc-1097	415	13	%	%	NOUN
sc-1097	415	14	of	of	ADP
sc-1097	415	15	all	all	DET
sc-1097	415	16	trips	trip	NOUN
sc-1097	415	17	since	since	SCONJ
sc-1097	415	18	there	there	PRON
sc-1097	415	19	is	be	VERB
sc-1097	415	20	a	a	DET
sc-1097	415	21	high	high	ADJ
sc-1097	415	22	usage	usage	NOUN
sc-1097	415	23	during	during	ADP
sc-1097	415	24	all	all	DET
sc-1097	415	25	year	year	NOUN
sc-1097	415	26	.	.	PUNCT
sc-1097	416	1	in	in	ADP
sc-1097	416	2	2020	2020	NUM
sc-1097	416	3	,	,	PUNCT
sc-1097	416	4	most	most	ADJ
sc-1097	416	5	trips	trip	NOUN
sc-1097	416	6	were	be	AUX
sc-1097	416	7	taken	take	VERB
sc-1097	416	8	in	in	ADP
sc-1097	416	9	january	january	PROPN
sc-1097	416	10	and	and	CCONJ
sc-1097	416	11	february	february	PROPN
sc-1097	416	12	representing	represent	VERB
sc-1097	416	13	53	53	NUM
sc-1097	416	14	%	%	NOUN
sc-1097	416	15	of	of	ADP
sc-1097	416	16	all	all	DET
sc-1097	416	17	trips	trip	NOUN
sc-1097	416	18	.	.	PUNCT
sc-1097	417	1	this	this	PRON
sc-1097	417	2	is	be	AUX
sc-1097	417	3	a	a	DET
sc-1097	417	4	striking	striking	ADJ
sc-1097	417	5	difference	difference	NOUN
sc-1097	417	6	compared	compare	VERB
sc-1097	417	7	with	with	ADP
sc-1097	417	8	2018	2018	NUM
sc-1097	417	9	when	when	SCONJ
sc-1097	417	10	trips	trip	NOUN
sc-1097	417	11	mostly	mostly	ADV
sc-1097	417	12	occurred	occur	VERB
sc-1097	417	13	in	in	ADP
sc-1097	417	14	summer	summer	NOUN
sc-1097	417	15	months	month	NOUN
sc-1097	417	16	.	.	PUNCT
sc-1097	418	1	meaning	mean	VERB
sc-1097	418	2	bss	bss	NOUN
sc-1097	418	3	is	be	AUX
sc-1097	418	4	becoming	become	VERB
sc-1097	418	5	a	a	DET
sc-1097	418	6	frequent	frequent	ADJ
sc-1097	418	7	mode	mode	NOUN
sc-1097	418	8	in	in	ADP
sc-1097	418	9	lisbon	lisbon	PROPN
sc-1097	418	10	commute	commute	NOUN
sc-1097	418	11	.	.	PUNCT
sc-1097	419	1	in	in	ADP
sc-1097	419	2	2019	2019	NUM
sc-1097	419	3	trips	trip	NOUN
sc-1097	419	4	doubled	double	VERB
sc-1097	419	5	from	from	ADP
sc-1097	419	6	2018	2018	NUM
sc-1097	419	7	,	,	PUNCT
sc-1097	419	8	with	with	ADP
sc-1097	419	9	eai	eai	PROPN
sc-1097	419	10	endorsed	endorse	VERB
sc-1097	419	11	transactions	transaction	NOUN
sc-1097	419	12	on	on	ADP
sc-1097	419	13	smart	smart	ADJ
sc-1097	419	14	cities	city	NOUN
sc-1097	419	15	08	08	NUM
sc-1097	419	16	2021	2021	NUM
sc-1097	419	17	10	10	NUM
sc-1097	419	18	2021	2021	NUM
sc-1097	419	19	|	|	ADV
sc-1097	419	20	volume	volume	NOUN
sc-1097	419	21	5	5	NUM
sc-1097	419	22	|	|	ADV
sc-1097	419	23	issue	issue	NOUN
sc-1097	419	24	16	16	NUM
sc-1097	419	25	|	|	ADV
sc-1097	419	26	e2	e2	PROPN
sc-1097	419	27	vitória	vitória	PROPN
sc-1097	419	28	albuquerque	albuquerque	PROPN
sc-1097	419	29	et	et	PROPN
sc-1097	419	30	al	al	PROPN
sc-1097	419	31	.	.	PROPN
sc-1097	420	1	18	18	NUM
sc-1097	420	2	good	good	ADJ
sc-1097	420	3	demand	demand	NOUN
sc-1097	420	4	rates	rate	NOUN
sc-1097	420	5	in	in	ADP
sc-1097	420	6	2020	2020	NUM
sc-1097	420	7	,	,	PUNCT
sc-1097	420	8	although	although	SCONJ
sc-1097	420	9	the	the	DET
sc-1097	420	10	complete	complete	ADJ
sc-1097	420	11	year	year	NOUN
sc-1097	420	12	data	datum	NOUN
sc-1097	420	13	is	be	AUX
sc-1097	420	14	required	require	VERB
sc-1097	420	15	to	to	ADP
sc-1097	420	16	its	its	PRON
sc-1097	420	17	analysis	analysis	NOUN
sc-1097	420	18	.	.	PUNCT
sc-1097	421	1	avenida	avenida	PROPN
sc-1097	421	2	duque	duque	PROPN
sc-1097	421	3	de	de	PROPN
sc-1097	421	4	ávila	ávila	PROPN
sc-1097	421	5	bike	bike	NOUN
sc-1097	421	6	count	count	NOUN
sc-1097	421	7	data	datum	NOUN
sc-1097	421	8	of	of	ADP
sc-1097	421	9	2019	2019	NUM
sc-1097	421	10	and	and	CCONJ
sc-1097	421	11	2020	2020	NUM
sc-1097	421	12	added	add	VERB
sc-1097	421	13	a	a	DET
sc-1097	421	14	broader	broad	ADJ
sc-1097	421	15	scenario	scenario	NOUN
sc-1097	421	16	to	to	ADP
sc-1097	421	17	the	the	DET
sc-1097	421	18	analysis	analysis	NOUN
sc-1097	421	19	with	with	ADP
sc-1097	421	20	a	a	DET
sc-1097	421	21	case	case	NOUN
sc-1097	421	22	study	study	NOUN
sc-1097	421	23	,	,	PUNCT
sc-1097	421	24	and	and	CCONJ
sc-1097	421	25	confirmed	confirm	VERB
sc-1097	421	26	previous	previous	ADJ
sc-1097	421	27	findings	finding	NOUN
sc-1097	421	28	in	in	ADP
sc-1097	421	29	2018	2018	NUM
sc-1097	421	30	,	,	PUNCT
sc-1097	421	31	2019	2019	NUM
sc-1097	421	32	and	and	CCONJ
sc-1097	421	33	2020	2020	NUM
sc-1097	421	34	lisbon	lisbon	PROPN
sc-1097	421	35	bss	bss	PROPN
sc-1097	421	36	that	that	PRON
sc-1097	421	37	trips	trip	NOUN
sc-1097	421	38	are	be	AUX
sc-1097	421	39	more	more	ADV
sc-1097	421	40	frequent	frequent	ADJ
sc-1097	421	41	on	on	ADP
sc-1097	421	42	weekdays	weekday	NOUN
sc-1097	421	43	.	.	PUNCT
sc-1097	422	1	the	the	DET
sc-1097	422	2	impact	impact	NOUN
sc-1097	422	3	of	of	ADP
sc-1097	422	4	the	the	DET
sc-1097	422	5	covid	covid	PROPN
sc-1097	422	6	19	19	NUM
sc-1097	422	7	pandemics	pandemic	NOUN
sc-1097	422	8	in	in	ADP
sc-1097	422	9	urban	urban	ADJ
sc-1097	422	10	mobility	mobility	NOUN
sc-1097	422	11	patterns	pattern	NOUN
sc-1097	422	12	has	have	VERB
sc-1097	422	13	a	a	DET
sc-1097	422	14	clear	clear	ADJ
sc-1097	422	15	correlation	correlation	NOUN
sc-1097	422	16	with	with	ADP
sc-1097	422	17	lisbon	lisbon	PROPN
sc-1097	422	18	bss	bss	NOUN
sc-1097	422	19	usage	usage	NOUN
sc-1097	422	20	but	but	CCONJ
sc-1097	422	21	more	more	ADJ
sc-1097	422	22	data	datum	NOUN
sc-1097	422	23	is	be	AUX
sc-1097	422	24	needed	need	VERB
sc-1097	422	25	to	to	PART
sc-1097	422	26	understand	understand	VERB
sc-1097	422	27	better	well	ADJ
sc-1097	422	28	the	the	DET
sc-1097	422	29	phenomenon	phenomenon	NOUN
sc-1097	422	30	along	along	ADP
sc-1097	422	31	2020	2020	NUM
sc-1097	422	32	.	.	PUNCT
sc-1097	423	1	lisbon	lisbon	PROPN
sc-1097	423	2	bss	bss	PROPN
sc-1097	423	3	trip	trip	NOUN
sc-1097	423	4	patterns	pattern	NOUN
sc-1097	423	5	are	be	AUX
sc-1097	423	6	thus	thus	ADV
sc-1097	423	7	similar	similar	ADJ
sc-1097	423	8	to	to	ADP
sc-1097	423	9	other	other	ADJ
sc-1097	423	10	observed	observe	VERB
sc-1097	423	11	bss	bss	NOUN
sc-1097	423	12	of	of	ADP
sc-1097	423	13	medium	medium	ADJ
sc-1097	423	14	-	-	PUNCT
sc-1097	423	15	size	size	NOUN
sc-1097	423	16	cities	city	NOUN
sc-1097	423	17	[	[	X
sc-1097	423	18	18	18	NUM
sc-1097	423	19	]	]	PUNCT
sc-1097	423	20	discussed	discuss	VERB
sc-1097	423	21	in	in	ADP
sc-1097	423	22	the	the	DET
sc-1097	423	23	state	state	NOUN
sc-1097	423	24	of	of	ADP
sc-1097	423	25	the	the	DET
sc-1097	423	26	art	art	NOUN
sc-1097	423	27	section	section	NOUN
sc-1097	423	28	,	,	PUNCT
sc-1097	423	29	such	such	ADJ
sc-1097	423	30	as	as	ADP
sc-1097	423	31	patterns	pattern	NOUN
sc-1097	423	32	found	find	VERB
sc-1097	423	33	in	in	ADP
sc-1097	423	34	short	short	ADJ
sc-1097	423	35	and	and	CCONJ
sc-1097	423	36	frequent	frequent	ADJ
sc-1097	423	37	trips	trip	NOUN
sc-1097	423	38	and	and	CCONJ
sc-1097	423	39	ride	ride	VERB
sc-1097	423	40	peak	peak	NOUN
sc-1097	423	41	observed	observe	VERB
sc-1097	423	42	in	in	ADP
sc-1097	423	43	the	the	DET
sc-1097	423	44	morning	morning	NOUN
sc-1097	423	45	and	and	CCONJ
sc-1097	423	46	afternoon	afternoon	NOUN
sc-1097	423	47	,	,	PUNCT
sc-1097	423	48	as	as	ADP
sc-1097	423	49	in	in	ADP
sc-1097	423	50	the	the	DET
sc-1097	423	51	case	case	NOUN
sc-1097	423	52	study	study	NOUN
sc-1097	423	53	of	of	ADP
sc-1097	423	54	the	the	DET
sc-1097	423	55	city	city	NOUN
sc-1097	423	56	of	of	ADP
sc-1097	423	57	cork	cork	NOUN
sc-1097	423	58	(	(	PUNCT
sc-1097	423	59	ireland	ireland	NOUN
sc-1097	423	60	)	)	PUNCT
sc-1097	424	1	[	[	X
sc-1097	424	2	18	18	NUM
sc-1097	424	3	]	]	PUNCT
sc-1097	424	4	.	.	PUNCT
sc-1097	425	1	parallels	parallel	NOUN
sc-1097	425	2	with	with	ADP
sc-1097	425	3	larger	large	ADJ
sc-1097	425	4	cities	city	NOUN
sc-1097	425	5	can	can	AUX
sc-1097	425	6	be	be	AUX
sc-1097	425	7	established	establish	VERB
sc-1097	425	8	as	as	ADV
sc-1097	425	9	well	well	ADV
sc-1097	425	10	.	.	PUNCT
sc-1097	426	1	in	in	ADP
sc-1097	426	2	canada	canada	PROPN
sc-1097	426	3	,	,	PUNCT
sc-1097	426	4	for	for	ADP
sc-1097	426	5	instance	instance	NOUN
sc-1097	426	6	,	,	PUNCT
sc-1097	426	7	montreal	montreal	PROPN
sc-1097	426	8	’s	’s	PART
sc-1097	426	9	bixi	bixi	PROPN
sc-1097	426	10	bss	bss	NOUN
sc-1097	427	1	[	[	X
sc-1097	427	2	21	21	NUM
sc-1097	427	3	]	]	X
sc-1097	427	4	is	be	AUX
sc-1097	427	5	mainly	mainly	ADV
sc-1097	427	6	used	use	VERB
sc-1097	427	7	on	on	ADP
sc-1097	427	8	weekdays	weekday	NOUN
sc-1097	427	9	,	,	PUNCT
sc-1097	427	10	evenings	evening	NOUN
sc-1097	427	11	and	and	CCONJ
sc-1097	427	12	weekends	weekend	NOUN
sc-1097	427	13	.	.	PUNCT
sc-1097	428	1	in	in	ADP
sc-1097	428	2	toronto	toronto	PROPN
sc-1097	428	3	,	,	PUNCT
sc-1097	428	4	bike	bike	NOUN
sc-1097	428	5	trips	trip	NOUN
sc-1097	428	6	are	be	AUX
sc-1097	428	7	shorter	short	ADJ
sc-1097	428	8	on	on	ADP
sc-1097	428	9	the	the	DET
sc-1097	428	10	weekdays	weekday	NOUN
sc-1097	428	11	mornings	morning	NOUN
sc-1097	429	1	[	[	X
sc-1097	429	2	53	53	NUM
sc-1097	429	3	]	]	PUNCT
sc-1097	429	4	.	.	PUNCT
sc-1097	430	1	large	large	ADJ
sc-1097	430	2	usa	usa	PROPN
sc-1097	430	3	cities	cities	PROPN
sc-1097	430	4	bss	bss	PROPN
sc-1097	430	5	studies	study	NOUN
sc-1097	430	6	[	[	X
sc-1097	430	7	16	16	NUM
sc-1097	430	8	]	]	PUNCT
sc-1097	430	9	,	,	PUNCT
sc-1097	430	10	[	[	X
sc-1097	430	11	17	17	NUM
sc-1097	430	12	]	]	PUNCT
sc-1097	430	13	,	,	PUNCT
sc-1097	430	14	[	[	X
sc-1097	430	15	20	20	NUM
sc-1097	430	16	]	]	PUNCT
sc-1097	430	17	show	show	VERB
sc-1097	430	18	frequent	frequent	ADJ
sc-1097	430	19	bike	bike	NOUN
sc-1097	430	20	use	use	NOUN
sc-1097	430	21	in	in	ADP
sc-1097	430	22	the	the	DET
sc-1097	430	23	morning	morning	NOUN
sc-1097	430	24	and	and	CCONJ
sc-1097	430	25	afternoon	afternoon	NOUN
sc-1097	430	26	peaks	peak	NOUN
sc-1097	430	27	[	[	X
sc-1097	430	28	16	16	NUM
sc-1097	430	29	]	]	PUNCT
sc-1097	430	30	and	and	CCONJ
sc-1097	430	31	different	different	ADJ
sc-1097	430	32	usage	usage	NOUN
sc-1097	430	33	patterns	pattern	NOUN
sc-1097	430	34	between	between	ADP
sc-1097	430	35	weekdays	weekday	NOUN
sc-1097	430	36	and	and	CCONJ
sc-1097	430	37	weekends	weekend	NOUN
sc-1097	430	38	,	,	PUNCT
sc-1097	430	39	identifying	identify	VERB
sc-1097	430	40	longer	long	ADJ
sc-1097	430	41	trips	trip	NOUN
sc-1097	430	42	in	in	ADP
sc-1097	430	43	the	the	DET
sc-1097	430	44	weekend	weekend	NOUN
sc-1097	431	1	[	[	X
sc-1097	431	2	16	16	NUM
sc-1097	431	3	]	]	PUNCT
sc-1097	431	4	.	.	PUNCT
sc-1097	432	1	in	in	ADP
sc-1097	432	2	large	large	ADJ
sc-1097	432	3	european	european	ADJ
sc-1097	432	4	cities	city	NOUN
sc-1097	432	5	,	,	PUNCT
sc-1097	432	6	weekday	weekday	NOUN
sc-1097	432	7	morning	morning	NOUN
sc-1097	432	8	trips	trip	NOUN
sc-1097	432	9	in	in	ADP
sc-1097	432	10	the	the	DET
sc-1097	432	11	peak	peak	NOUN
sc-1097	432	12	hour	hour	NOUN
sc-1097	433	1	[	[	X
sc-1097	433	2	14	14	NUM
sc-1097	433	3	]	]	PUNCT
sc-1097	433	4	,	,	PUNCT
sc-1097	433	5	[	[	X
sc-1097	433	6	51	51	NUM
sc-1097	433	7	]	]	PUNCT
sc-1097	433	8	reach	reach	VERB
sc-1097	433	9	a	a	DET
sc-1097	433	10	higher	high	ADJ
sc-1097	433	11	speed	speed	NOUN
sc-1097	433	12	than	than	ADP
sc-1097	433	13	trips	trip	NOUN
sc-1097	433	14	over	over	ADP
sc-1097	433	15	the	the	DET
sc-1097	433	16	weekdays	weekday	NOUN
sc-1097	433	17	and	and	CCONJ
sc-1097	433	18	weekends	weekend	NOUN
sc-1097	433	19	.	.	PUNCT
sc-1097	434	1	as	as	ADP
sc-1097	434	2	for	for	ADP
sc-1097	434	3	the	the	DET
sc-1097	434	4	lisbon	lisbon	PROPN
sc-1097	434	5	bss	bss	PROPN
sc-1097	434	6	there	there	PRON
sc-1097	434	7	is	be	VERB
sc-1097	434	8	a	a	DET
sc-1097	434	9	strong	strong	ADJ
sc-1097	434	10	possibility	possibility	NOUN
sc-1097	434	11	of	of	ADP
sc-1097	434	12	overtime	overtime	NOUN
sc-1097	434	13	change	change	NOUN
sc-1097	434	14	,	,	PUNCT
sc-1097	434	15	as	as	SCONJ
sc-1097	434	16	future	future	ADJ
sc-1097	434	17	bss	bss	NOUN
sc-1097	434	18	network	network	NOUN
sc-1097	434	19	expansion	expansion	NOUN
sc-1097	434	20	plans	plan	NOUN
sc-1097	434	21	are	be	AUX
sc-1097	434	22	implemented	implement	VERB
sc-1097	434	23	in	in	ADP
sc-1097	434	24	the	the	DET
sc-1097	434	25	city	city	NOUN
sc-1097	434	26	in	in	ADP
sc-1097	434	27	the	the	DET
sc-1097	434	28	coming	come	VERB
sc-1097	434	29	years	year	NOUN
sc-1097	434	30	.	.	PUNCT
sc-1097	435	1	further	further	ADJ
sc-1097	435	2	work	work	NOUN
sc-1097	435	3	needs	need	VERB
sc-1097	435	4	to	to	PART
sc-1097	435	5	be	be	AUX
sc-1097	435	6	conducted	conduct	VERB
sc-1097	435	7	regarding	regard	VERB
sc-1097	435	8	lisbon	lisbon	PROPN
sc-1097	435	9	bss	bss	PROPN
sc-1097	435	10	in	in	ADP
sc-1097	435	11	the	the	DET
sc-1097	435	12	scope	scope	NOUN
sc-1097	435	13	of	of	ADP
sc-1097	435	14	urban	urban	ADJ
sc-1097	435	15	analytics	analytic	NOUN
sc-1097	435	16	[	[	X
sc-1097	435	17	54	54	NUM
sc-1097	435	18	]	]	PUNCT
sc-1097	435	19	and	and	CCONJ
sc-1097	435	20	parallel	parallel	ADJ
sc-1097	435	21	comparison	comparison	NOUN
sc-1097	435	22	with	with	ADP
sc-1097	435	23	other	other	ADJ
sc-1097	435	24	bss	bss	NOUN
sc-1097	435	25	implemented	implement	VERB
sc-1097	435	26	nationally	nationally	ADV
sc-1097	435	27	and	and	CCONJ
sc-1097	435	28	internationally	internationally	ADV
sc-1097	435	29	.	.	PUNCT
sc-1097	436	1	lisbon	lisbon	PROPN
sc-1097	436	2	bss	bss	PROPN
sc-1097	436	3	future	future	ADJ
sc-1097	436	4	work	work	NOUN
sc-1097	436	5	also	also	ADV
sc-1097	436	6	requires	require	VERB
sc-1097	436	7	bike	bike	NOUN
sc-1097	436	8	data	datum	NOUN
sc-1097	436	9	availability	availability	NOUN
sc-1097	436	10	of	of	ADP
sc-1097	436	11	2019	2019	NUM
sc-1097	436	12	and	and	CCONJ
sc-1097	436	13	2020	2020	NUM
sc-1097	436	14	and	and	CCONJ
sc-1097	436	15	coming	come	VERB
sc-1097	436	16	years	year	NOUN
sc-1097	436	17	,	,	PUNCT
sc-1097	436	18	with	with	ADP
sc-1097	436	19	the	the	DET
sc-1097	436	20	same	same	ADJ
sc-1097	436	21	features	feature	NOUN
sc-1097	436	22	as	as	ADP
sc-1097	436	23	in	in	ADP
sc-1097	436	24	2018	2018	NUM
sc-1097	436	25	data	datum	NOUN
sc-1097	436	26	,	,	PUNCT
sc-1097	436	27	to	to	PART
sc-1097	436	28	achieve	achieve	VERB
sc-1097	436	29	the	the	DET
sc-1097	436	30	level	level	NOUN
sc-1097	436	31	of	of	ADP
sc-1097	436	32	analysis	analysis	NOUN
sc-1097	436	33	regarding	regard	VERB
sc-1097	436	34	stations	station	NOUN
sc-1097	436	35	and	and	CCONJ
sc-1097	436	36	cluster	cluster	NOUN
sc-1097	436	37	analysis	analysis	NOUN
sc-1097	436	38	.	.	PUNCT
sc-1097	437	1	future	future	ADJ
sc-1097	437	2	work	work	NOUN
sc-1097	437	3	needs	need	VERB
sc-1097	437	4	to	to	PART
sc-1097	437	5	be	be	AUX
sc-1097	437	6	conducted	conduct	VERB
sc-1097	437	7	regarding	regard	VERB
sc-1097	437	8	topics	topic	NOUN
sc-1097	437	9	such	such	ADJ
sc-1097	437	10	as	as	ADP
sc-1097	437	11	,	,	PUNCT
sc-1097	437	12	bike	bike	NOUN
sc-1097	437	13	station	station	NOUN
sc-1097	437	14	management	management	NOUN
sc-1097	437	15	models	model	NOUN
sc-1097	437	16	,	,	PUNCT
sc-1097	437	17	prediction	prediction	NOUN
sc-1097	437	18	of	of	ADP
sc-1097	437	19	potential	potential	ADJ
sc-1097	437	20	network	network	NOUN
sc-1097	437	21	demand	demand	NOUN
sc-1097	437	22	to	to	PART
sc-1097	437	23	improve	improve	VERB
sc-1097	437	24	network	network	NOUN
sc-1097	437	25	planning	planning	NOUN
sc-1097	437	26	,	,	PUNCT
sc-1097	437	27	optimization	optimization	NOUN
sc-1097	437	28	of	of	ADP
sc-1097	437	29	stations	station	NOUN
sc-1097	437	30	and	and	CCONJ
sc-1097	437	31	locations	location	NOUN
sc-1097	437	32	,	,	PUNCT
sc-1097	437	33	bikes	bike	NOUN
sc-1097	437	34	rebalancing	rebalancing	NOUN
sc-1097	437	35	operation	operation	NOUN
sc-1097	437	36	overtime	overtime	NOUN
sc-1097	437	37	,	,	PUNCT
sc-1097	437	38	or	or	CCONJ
sc-1097	437	39	integration	integration	NOUN
sc-1097	437	40	of	of	ADP
sc-1097	437	41	bss	bss	NOUN
sc-1097	437	42	with	with	ADP
sc-1097	437	43	multimodal	multimodal	ADJ
sc-1097	437	44	urban	urban	ADJ
sc-1097	437	45	transportation	transportation	NOUN
sc-1097	437	46	systems	system	NOUN
sc-1097	437	47	,	,	PUNCT
sc-1097	437	48	in	in	ADP
sc-1097	437	49	the	the	DET
sc-1097	437	50	context	context	NOUN
sc-1097	437	51	of	of	ADP
sc-1097	437	52	the	the	DET
sc-1097	437	53	first	first	ADJ
sc-1097	437	54	and	and	CCONJ
sc-1097	437	55	last	last	ADJ
sc-1097	437	56	mile	mile	NOUN
sc-1097	437	57	.	.	PUNCT
sc-1097	438	1	acknowledgements	acknowledgement	NOUN
sc-1097	438	2	.	.	PUNCT
sc-1097	439	1	this	this	DET
sc-1097	439	2	study	study	NOUN
sc-1097	439	3	was	be	AUX
sc-1097	439	4	performed	perform	VERB
sc-1097	439	5	in	in	ADP
sc-1097	439	6	the	the	DET
sc-1097	439	7	scope	scope	NOUN
sc-1097	439	8	of	of	ADP
sc-1097	439	9	lisboa	lisboa	PROPN
sc-1097	439	10	inteligente	inteligente	PROPN
sc-1097	439	11	lxdatalab	lxdatalab	PROPN
sc-1097	440	1	[	[	X
sc-1097	440	2	41	41	NUM
sc-1097	440	3	]	]	PUNCT
sc-1097	440	4	–	–	PUNCT
sc-1097	440	5	lisbon	lisbon	PROPN
sc-1097	440	6	city	city	PROPN
sc-1097	440	7	council	council	PROPN
sc-1097	440	8	data	datum	NOUN
sc-1097	440	9	centre	centre	PROPN
sc-1097	440	10	–	–	PUNCT
sc-1097	440	11	challenges	challenge	NOUN
sc-1097	440	12	to	to	ADP
sc-1097	440	13	the	the	DET
sc-1097	440	14	academia	academia	NOUN
sc-1097	440	15	.	.	PUNCT
sc-1097	441	1	vitória	vitória	PROPN
sc-1097	441	2	albuquerque	albuquerque	PROPN
sc-1097	441	3	and	and	CCONJ
sc-1097	441	4	francisco	francisco	PROPN
sc-1097	441	5	andrade	andrade	PROPN
sc-1097	441	6	work	work	NOUN
sc-1097	441	7	was	be	AUX
sc-1097	441	8	partially	partially	ADV
sc-1097	441	9	supported	support	VERB
sc-1097	441	10	by	by	ADP
sc-1097	441	11	fundação	fundação	ADJ
sc-1097	441	12	para	para	NOUN
sc-1097	441	13	a	a	DET
sc-1097	441	14	ciência	ciência	X
sc-1097	441	15	e	e	ADP
sc-1097	441	16	a	a	DET
sc-1097	441	17	tecnologia	tecnologia	NOUN
sc-1097	441	18	(	(	PUNCT
sc-1097	441	19	fct	fct	NOUN
sc-1097	441	20	)	)	PUNCT
sc-1097	441	21	,	,	PUNCT
sc-1097	441	22	under	under	ADP
sc-1097	441	23	the	the	DET
sc-1097	441	24	project	project	NOUN
sc-1097	441	25	“	"	PUNCT
sc-1097	441	26	iot	iot	NOUN
sc-1097	441	27	for	for	ADP
sc-1097	441	28	smart	smart	ADJ
sc-1097	441	29	cities	city	NOUN
sc-1097	441	30	and	and	CCONJ
sc-1097	441	31	r&d	r&d	NOUN
sc-1097	441	32	projects	project	NOUN
sc-1097	441	33	on	on	ADP
sc-1097	441	34	smart	smart	ADJ
sc-1097	441	35	{	{	PUNCT
sc-1097	441	36	cities	city	NOUN
sc-1097	441	37	,	,	PUNCT
sc-1097	441	38	buildings	building	NOUN
sc-1097	441	39	,	,	PUNCT
sc-1097	441	40	education	education	NOUN
sc-1097	441	41	and	and	CCONJ
sc-1097	441	42	health	health	NOUN
sc-1097	441	43	}	}	PUNCT
sc-1097	441	44	summer	summer	NOUN
sc-1097	441	45	school	school	NOUN
sc-1097	441	46	2019/2020	2019/2020	NUM
sc-1097	441	47	”	"	PUNCT
sc-1097	441	48	,	,	PUNCT
sc-1097	441	49	with	with	ADP
sc-1097	441	50	a	a	DET
sc-1097	441	51	research	research	NOUN
sc-1097	441	52	grant	grant	NOUN
sc-1097	441	53	supporting	support	VERB
sc-1097	441	54	the	the	DET
sc-1097	441	55	following	follow	VERB
sc-1097	441	56	projects	project	NOUN
sc-1097	441	57	:	:	PUNCT
sc-1097	441	58	uidb/04466/2020	uidb/04466/2020	NOUN
sc-1097	441	59	and	and	CCONJ
sc-1097	441	60	uidp/04466/2020	uidp/04466/2020	NOUN
sc-1097	442	1	[	[	X
sc-1097	442	2	55	55	NUM
sc-1097	442	3	]	]	PUNCT
sc-1097	442	4	.	.	PUNCT
sc-1097	443	1	references	reference	NOUN
sc-1097	443	2	[	[	X
sc-1097	443	3	1	1	NUM
sc-1097	443	4	]	]	X
sc-1097	443	5	oecd	oecd	PROPN
sc-1097	443	6	,	,	PUNCT
sc-1097	443	7	greening	green	VERB
sc-1097	443	8	household	household	NOUN
sc-1097	443	9	behaviour	behaviour	NOUN
sc-1097	443	10	.	.	PUNCT
sc-1097	444	1	oecd	oecd	PROPN
sc-1097	444	2	,	,	PUNCT
sc-1097	444	3	2011	2011	NUM
sc-1097	444	4	.	.	PUNCT
sc-1097	445	1	[	[	X
sc-1097	445	2	2	2	X
sc-1097	445	3	]	]	PUNCT
sc-1097	445	4	“	"	PUNCT
sc-1097	445	5	a	a	DET
sc-1097	445	6	territorial	territorial	ADJ
sc-1097	445	7	approach	approach	NOUN
sc-1097	445	8	to	to	ADP
sc-1097	445	9	the	the	DET
sc-1097	445	10	sustainable	sustainable	ADJ
sc-1097	445	11	development	development	NOUN
sc-1097	445	12	goals	goal	NOUN
sc-1097	445	13	,	,	PUNCT
sc-1097	445	14	”	"	PUNCT
sc-1097	445	15	paris	paris	PROPN
sc-1097	445	16	,	,	PUNCT
sc-1097	445	17	2020	2020	NUM
sc-1097	445	18	.	.	PUNCT
sc-1097	446	1	[	[	X
sc-1097	446	2	online	online	X
sc-1097	446	3	]	]	X
sc-1097	446	4	.	.	PUNCT
sc-1097	447	1	available	available	ADJ
sc-1097	447	2	:	:	PUNCT
sc-1097	447	3	https://doi.org/10.1787/e86fa715-en	https://doi.org/10.1787/e86fa715-en	VERB
sc-1097	447	4	.	.	PUNCT
sc-1097	448	1	[	[	X
sc-1097	448	2	3	3	X
sc-1097	448	3	]	]	PUNCT
sc-1097	448	4	estratégia	estratégia	PROPN
sc-1097	448	5	nacional	nacional	PROPN
sc-1097	448	6	para	para	VERB
sc-1097	448	7	a	a	DET
sc-1097	448	8	mobilidade	mobilidade	NOUN
sc-1097	448	9	ativa	ativa	PROPN
sc-1097	448	10	ciclável	ciclável	PROPN
sc-1097	448	11	2020	2020	NUM
sc-1097	448	12	-	-	SYM
sc-1097	448	13	2030	2030	NUM
sc-1097	448	14	.	.	PUNCT
sc-1097	449	1	conselho	conselho	PROPN
sc-1097	449	2	de	de	PROPN
sc-1097	449	3	ministros	ministros	PROPN
sc-1097	449	4	,	,	PUNCT
sc-1097	449	5	2019	2019	NUM
sc-1097	449	6	,	,	PUNCT
sc-1097	449	7	pp	pp	ADJ
sc-1097	449	8	.	.	PUNCT
sc-1097	450	1	46–81	46–81	NUM
sc-1097	450	2	.	.	PUNCT
sc-1097	451	1	[	[	X
sc-1097	451	2	4	4	NUM
sc-1097	451	3	]	]	PUNCT
sc-1097	451	4	a.	a.	NOUN
sc-1097	451	5	c.	c.	PROPN
sc-1097	451	6	lvt	lvt	PROPN
sc-1097	451	7	,	,	PUNCT
sc-1097	451	8	“	"	PUNCT
sc-1097	451	9	estratégia	estratégia	PROPN
sc-1097	451	10	regional	regional	PROPN
sc-1097	451	11	de	de	PROPN
sc-1097	451	12	lisboa	lisboa	PROPN
sc-1097	451	13	aml	aml	PROPN
sc-1097	451	14	2030	2030	NUM
sc-1097	451	15	,	,	PUNCT
sc-1097	451	16	”	"	PUNCT
sc-1097	451	17	lisboa	lisboa	NOUN
sc-1097	451	18	,	,	PUNCT
sc-1097	451	19	2020	2020	NUM
sc-1097	451	20	.	.	PUNCT
sc-1097	452	1	[	[	X
sc-1097	452	2	online	online	X
sc-1097	452	3	]	]	X
sc-1097	452	4	.	.	PUNCT
sc-1097	453	1	available	available	ADJ
sc-1097	453	2	:	:	PUNCT
sc-1097	453	3	https://www.aml.pt/susprojects/suswebbackoffice/uploa	https://www.aml.pt/susprojects/suswebbackoffice/uploa	NOUN
sc-1097	453	4	dfiles	dfile	NOUN
sc-1097	453	5	/	/	SYM
sc-1097	453	6	wt1wwpgf_aml_sus_pt_site	wt1wwpgf_aml_sus_pt_site	PROPN
sc-1097	453	7	/	/	SYM
sc-1097	453	8	componenttext	componenttext	NOUN
sc-1097	453	9	/	/	SYM
sc-1097	453	10	sus5	sus5	NOUN
sc-1097	453	11	f9c0eccba6ef	f9c0eccba6ef	NOUN
sc-1097	453	12	/	/	SYM
sc-1097	453	13	estrategia_regional_de_lis	estrategia_regional_de_li	NOUN
sc-1097	453	14	boa_aml_lisboa_2030.pdf	boa_aml_lisboa_2030.pdf	NOUN
sc-1097	453	15	.	.	PUNCT
sc-1097	454	1	[	[	X
sc-1097	454	2	5	5	NUM
sc-1097	454	3	]	]	PUNCT
sc-1097	454	4	c.	c.	PROPN
sc-1097	454	5	m.	m.	PROPN
sc-1097	454	6	de	de	PROPN
sc-1097	454	7	lisboa	lisboa	PROPN
sc-1097	454	8	,	,	PUNCT
sc-1097	454	9	“	"	PUNCT
sc-1097	454	10	move	move	VERB
sc-1097	454	11	lisboa	lisboa	PROPN
sc-1097	454	12	2030	2030	NUM
sc-1097	454	13	visão	visão	PROPN
sc-1097	454	14	estratégica	estratégica	PROPN
sc-1097	454	15	para	para	PROPN
sc-1097	454	16	a	a	DET
sc-1097	454	17	mobilidade	mobilidade	NOUN
sc-1097	454	18	2030	2030	NUM
sc-1097	454	19	,	,	PUNCT
sc-1097	454	20	”	"	PUNCT
sc-1097	454	21	2020	2020	NUM
sc-1097	454	22	.	.	PUNCT
sc-1097	455	1	https://www.lisboa.pt/fileadmin/cidade_temas/mobilidade/	https://www.lisboa.pt/fileadmin/cidade_temas/mobilidade/	X
sc-1097	455	2	documentos	documentos	X
sc-1097	455	3	/	/	SYM
sc-1097	455	4	brochuramove_2030.pdf	brochuramove_2030.pdf	NOUN
sc-1097	455	5	.	.	PUNCT
sc-1097	456	1	[	[	X
sc-1097	456	2	6	6	NUM
sc-1097	456	3	]	]	PUNCT
sc-1097	456	4	v.	v.	CCONJ
sc-1097	456	5	albuquerque	albuquerque	PROPN
sc-1097	456	6	,	,	PUNCT
sc-1097	456	7	f.	f.	PROPN
sc-1097	456	8	andrade	andrade	PROPN
sc-1097	456	9	,	,	PUNCT
sc-1097	456	10	j.	j.	PROPN
sc-1097	456	11	c.	c.	PROPN
sc-1097	456	12	ferreira	ferreira	PROPN
sc-1097	456	13	,	,	PUNCT
sc-1097	456	14	and	and	CCONJ
sc-1097	456	15	m.	m.	PROPN
sc-1097	456	16	s.	s.	PROPN
sc-1097	456	17	dias	dias	PROPN
sc-1097	456	18	,	,	PUNCT
sc-1097	456	19	“	"	PUNCT
sc-1097	456	20	understanding	understand	VERB
sc-1097	456	21	spatiotemporal	spatiotemporal	ADJ
sc-1097	456	22	station	station	NOUN
sc-1097	456	23	and	and	CCONJ
sc-1097	456	24	trip	trip	NOUN
sc-1097	456	25	activity	activity	NOUN
sc-1097	456	26	patterns	pattern	NOUN
sc-1097	456	27	in	in	ADP
sc-1097	456	28	the	the	DET
sc-1097	456	29	lisbon	lisbon	PROPN
sc-1097	456	30	bike	bike	NOUN
sc-1097	456	31	-	-	PUNCT
sc-1097	456	32	sharing	sharing	NOUN
sc-1097	456	33	system	system	NOUN
sc-1097	456	34	,	,	PUNCT
sc-1097	456	35	”	"	PUNCT
sc-1097	456	36	2021	2021	NUM
sc-1097	456	37	,	,	PUNCT
sc-1097	456	38	pp	pp	ADJ
sc-1097	456	39	.	.	PUNCT
sc-1097	456	40	16–34	16–34	NUM
sc-1097	456	41	.	.	PUNCT
sc-1097	457	1	[	[	X
sc-1097	457	2	7	7	X
sc-1097	457	3	]	]	X
sc-1097	457	4	r.	r.	PROPN
sc-1097	457	5	meddin	meddin	PROPN
sc-1097	457	6	and	and	CCONJ
sc-1097	457	7	p.	p.	PROPN
sc-1097	457	8	j.	j.	PROPN
sc-1097	457	9	demaio	demaio	PROPN
sc-1097	457	10	,	,	PUNCT
sc-1097	457	11	“	"	PUNCT
sc-1097	457	12	the	the	DET
sc-1097	457	13	meddin	meddin	PROPN
sc-1097	457	14	bike	bike	NOUN
sc-1097	457	15	-	-	PUNCT
sc-1097	457	16	sharing	share	VERB
sc-1097	457	17	world	world	NOUN
sc-1097	457	18	map	map	NOUN
sc-1097	457	19	,	,	PUNCT
sc-1097	457	20	”	"	PUNCT
sc-1097	457	21	google	google	PROPN
sc-1097	457	22	maps	map	NOUN
sc-1097	457	23	,	,	PUNCT
sc-1097	457	24	2020	2020	NUM
sc-1097	457	25	.	.	PUNCT
sc-1097	458	1	https://bikesharingworldmap.com/#/all/2.3/-1.57/33.92/	https://bikesharingworldmap.com/#/all/2.3/-1.57/33.92/	NOUN
sc-1097	458	2	(	(	PUNCT
sc-1097	458	3	accessed	access	VERB
sc-1097	458	4	oct	oct	PROPN
sc-1097	458	5	.	.	PROPN
sc-1097	458	6	03	03	NUM
sc-1097	458	7	,	,	PUNCT
sc-1097	458	8	2020	2020	NUM
sc-1097	458	9	)	)	PUNCT
sc-1097	458	10	.	.	PUNCT
sc-1097	459	1	[	[	X
sc-1097	459	2	8	8	NUM
sc-1097	459	3	]	]	PUNCT
sc-1097	459	4	p.	p.	NOUN
sc-1097	459	5	demaio	demaio	NOUN
sc-1097	459	6	,	,	PUNCT
sc-1097	459	7	“	"	PUNCT
sc-1097	459	8	bike	bike	NOUN
sc-1097	459	9	-	-	PUNCT
sc-1097	459	10	sharing	sharing	NOUN
sc-1097	459	11	:	:	PUNCT
sc-1097	459	12	history	history	NOUN
sc-1097	459	13	,	,	PUNCT
sc-1097	459	14	impacts	impact	NOUN
sc-1097	459	15	,	,	PUNCT
sc-1097	459	16	models	model	NOUN
sc-1097	459	17	of	of	ADP
sc-1097	459	18	provision	provision	NOUN
sc-1097	459	19	,	,	PUNCT
sc-1097	459	20	and	and	CCONJ
sc-1097	459	21	future	future	ADJ
sc-1097	459	22	,	,	PUNCT
sc-1097	459	23	”	"	PUNCT
sc-1097	459	24	j.	j.	PROPN
sc-1097	459	25	public	public	PROPN
sc-1097	459	26	transp	transp	PROPN
sc-1097	459	27	.	.	PUNCT
sc-1097	459	28	,	,	PUNCT
sc-1097	459	29	vol	vol	NOUN
sc-1097	459	30	.	.	PROPN
sc-1097	459	31	12	12	NUM
sc-1097	459	32	,	,	PUNCT
sc-1097	459	33	no	no	INTJ
sc-1097	459	34	.	.	NOUN
sc-1097	459	35	4	4	NUM
sc-1097	459	36	,	,	PUNCT
sc-1097	459	37	pp	pp	ADJ
sc-1097	459	38	.	.	PUNCT
sc-1097	460	1	41–56	41–56	NUM
sc-1097	460	2	,	,	PUNCT
sc-1097	460	3	dec	dec	PROPN
sc-1097	460	4	.	.	PROPN
sc-1097	460	5	2009	2009	NUM
sc-1097	460	6	,	,	PUNCT
sc-1097	460	7	doi	doi	NOUN
sc-1097	460	8	:	:	PUNCT
sc-1097	460	9	10.5038/2375	10.5038/2375	NUM
sc-1097	460	10	-	-	SYM
sc-1097	460	11	0901.12.4.3	0901.12.4.3	NOUN
sc-1097	460	12	.	.	PUNCT
sc-1097	461	1	[	[	X
sc-1097	461	2	9	9	NUM
sc-1097	461	3	]	]	PUNCT
sc-1097	461	4	j.	j.	PROPN
sc-1097	461	5	zhang	zhang	PROPN
sc-1097	461	6	,	,	PUNCT
sc-1097	461	7	x.	x.	PROPN
sc-1097	461	8	pan	pan	PROPN
sc-1097	461	9	,	,	PUNCT
sc-1097	461	10	m.	m.	NOUN
sc-1097	461	11	li	li	PROPN
sc-1097	461	12	,	,	PUNCT
sc-1097	461	13	and	and	CCONJ
sc-1097	461	14	p.	p.	PROPN
sc-1097	461	15	s.	s.	PROPN
sc-1097	461	16	yu	yu	PROPN
sc-1097	461	17	,	,	PUNCT
sc-1097	461	18	“	"	PUNCT
sc-1097	461	19	bicycle	bicycle	NOUN
sc-1097	461	20	-	-	PUNCT
sc-1097	461	21	sharing	share	VERB
sc-1097	461	22	system	system	NOUN
sc-1097	461	23	analysis	analysis	NOUN
sc-1097	461	24	and	and	CCONJ
sc-1097	461	25	trip	trip	NOUN
sc-1097	461	26	prediction	prediction	NOUN
sc-1097	461	27	,	,	PUNCT
sc-1097	461	28	”	"	PUNCT
sc-1097	461	29	in	in	ADP
sc-1097	461	30	proceedings	proceeding	NOUN
sc-1097	461	31	ieee	ieee	VERB
sc-1097	461	32	international	international	ADJ
sc-1097	461	33	conference	conference	NOUN
sc-1097	461	34	on	on	ADP
sc-1097	461	35	mobile	mobile	ADJ
sc-1097	461	36	data	datum	NOUN
sc-1097	461	37	management	management	NOUN
sc-1097	461	38	,	,	PUNCT
sc-1097	461	39	jun	jun	PROPN
sc-1097	461	40	.	.	PROPN
sc-1097	461	41	2016	2016	NUM
sc-1097	461	42	,	,	PUNCT
sc-1097	461	43	vol	vol	NOUN
sc-1097	461	44	.	.	PROPN
sc-1097	461	45	2016	2016	NUM
sc-1097	461	46	-	-	PUNCT
sc-1097	461	47	july	july	PROPN
sc-1097	461	48	,	,	PUNCT
sc-1097	461	49	pp	pp	ADJ
sc-1097	461	50	.	.	PUNCT
sc-1097	462	1	174–179	174–179	NUM
sc-1097	462	2	,	,	PUNCT
sc-1097	462	3	doi	doi	NOUN
sc-1097	462	4	:	:	PUNCT
sc-1097	462	5	10.1109	10.1109	NUM
sc-1097	462	6	/	/	SYM
sc-1097	462	7	mdm.2016.35	mdm.2016.35	NOUN
sc-1097	462	8	.	.	PUNCT
sc-1097	463	1	[	[	X
sc-1097	463	2	10	10	NUM
sc-1097	463	3	]	]	X
sc-1097	463	4	m.	m.	NOUN
sc-1097	463	5	padgham	padgham	PROPN
sc-1097	463	6	,	,	PUNCT
sc-1097	463	7	“	"	PUNCT
sc-1097	463	8	human	human	ADJ
sc-1097	463	9	movement	movement	NOUN
sc-1097	463	10	is	be	AUX
sc-1097	463	11	both	both	CCONJ
sc-1097	463	12	diffusive	diffusive	ADJ
sc-1097	463	13	and	and	CCONJ
sc-1097	463	14	directed	direct	VERB
sc-1097	463	15	,	,	PUNCT
sc-1097	463	16	”	"	PUNCT
sc-1097	463	17	plos	plos	PROPN
sc-1097	463	18	one	one	NUM
sc-1097	463	19	,	,	PUNCT
sc-1097	463	20	vol	vol	NOUN
sc-1097	463	21	.	.	PROPN
sc-1097	463	22	7	7	NUM
sc-1097	463	23	,	,	PUNCT
sc-1097	463	24	no	no	INTJ
sc-1097	463	25	.	.	NOUN
sc-1097	463	26	5	5	NUM
sc-1097	463	27	,	,	PUNCT
sc-1097	463	28	p.	p.	NOUN
sc-1097	463	29	e37754	e37754	PROPN
sc-1097	463	30	,	,	PUNCT
sc-1097	463	31	may	may	PROPN
sc-1097	463	32	2012	2012	NUM
sc-1097	463	33	,	,	PUNCT
sc-1097	463	34	doi	doi	NOUN
sc-1097	463	35	:	:	PUNCT
sc-1097	463	36	10.1371	10.1371	NUM
sc-1097	463	37	/	/	SYM
sc-1097	463	38	journal.pone.0037754	journal.pone.0037754	PROPN
sc-1097	463	39	.	.	PUNCT
sc-1097	464	1	[	[	X
sc-1097	464	2	11	11	NUM
sc-1097	464	3	]	]	PUNCT
sc-1097	464	4	o.	o.	PROPN
sc-1097	464	5	o’brien	o’brien	PROPN
sc-1097	464	6	,	,	PUNCT
sc-1097	464	7	j.	j.	PROPN
sc-1097	464	8	cheshire	cheshire	PROPN
sc-1097	464	9	,	,	PUNCT
sc-1097	464	10	and	and	CCONJ
sc-1097	464	11	m.	m.	NOUN
sc-1097	464	12	batty	batty	PROPN
sc-1097	464	13	,	,	PUNCT
sc-1097	464	14	“	"	PUNCT
sc-1097	464	15	mining	mining	NOUN
sc-1097	464	16	bicycle	bicycle	NOUN
sc-1097	464	17	sharing	sharing	NOUN
sc-1097	464	18	data	datum	NOUN
sc-1097	464	19	for	for	ADP
sc-1097	464	20	generating	generate	VERB
sc-1097	464	21	insights	insight	NOUN
sc-1097	464	22	into	into	ADP
sc-1097	464	23	sustainable	sustainable	ADJ
sc-1097	464	24	transport	transport	NOUN
sc-1097	464	25	systems	system	NOUN
sc-1097	464	26	,	,	PUNCT
sc-1097	464	27	”	"	PUNCT
sc-1097	464	28	j.	j.	PROPN
sc-1097	464	29	transp	transp	PROPN
sc-1097	464	30	.	.	PUNCT
sc-1097	465	1	geogr	geogr	NOUN
sc-1097	465	2	.	.	PUNCT
sc-1097	465	3	,	,	PUNCT
sc-1097	465	4	vol	vol	NOUN
sc-1097	465	5	.	.	PROPN
sc-1097	466	1	34	34	NUM
sc-1097	466	2	,	,	PUNCT
sc-1097	466	3	pp	pp	ADJ
sc-1097	466	4	.	.	PUNCT
sc-1097	467	1	262	262	NUM
sc-1097	467	2	–	–	PUNCT
sc-1097	467	3	273	273	NUM
sc-1097	467	4	,	,	PUNCT
sc-1097	467	5	jan	jan	PROPN
sc-1097	467	6	.	.	PROPN
sc-1097	467	7	2014	2014	NUM
sc-1097	467	8	,	,	PUNCT
sc-1097	467	9	doi	doi	NOUN
sc-1097	467	10	:	:	PUNCT
sc-1097	467	11	10.1016	10.1016	NUM
sc-1097	467	12	/	/	SYM
sc-1097	467	13	j.jtrangeo.2013.06.007	j.jtrangeo.2013.06.007	NOUN
sc-1097	467	14	.	.	PUNCT
sc-1097	468	1	[	[	X
sc-1097	468	2	12	12	NUM
sc-1097	468	3	]	]	PUNCT
sc-1097	468	4	“	"	PUNCT
sc-1097	468	5	general	general	ADJ
sc-1097	468	6	data	datum	NOUN
sc-1097	468	7	protection	protection	NOUN
sc-1097	468	8	regulation	regulation	NOUN
sc-1097	468	9	.	.	PUNCT
sc-1097	468	10	”	"	PUNCT
sc-1097	469	1	https://gdprinfo.eu/	https://gdprinfo.eu/	PROPN
sc-1097	469	2	(	(	PUNCT
sc-1097	469	3	accessed	access	VERB
sc-1097	469	4	mar	mar	PROPN
sc-1097	469	5	.	.	PROPN
sc-1097	469	6	29	29	NUM
sc-1097	469	7	,	,	PUNCT
sc-1097	469	8	2021	2021	NUM
sc-1097	469	9	)	)	PUNCT
sc-1097	469	10	.	.	PUNCT
sc-1097	470	1	[	[	X
sc-1097	470	2	13	13	NUM
sc-1097	470	3	]	]	PUNCT
sc-1097	470	4	s.	s.	PROPN
sc-1097	470	5	kaplan	kaplan	PROPN
sc-1097	470	6	,	,	PUNCT
sc-1097	470	7	f.	f.	PROPN
sc-1097	470	8	manca	manca	PROPN
sc-1097	470	9	,	,	PUNCT
sc-1097	470	10	t.	t.	PROPN
sc-1097	470	11	a.	a.	PROPN
sc-1097	470	12	s.	s.	PROPN
sc-1097	470	13	t.	t.	PROPN
sc-1097	470	14	a.	a.	PROPN
sc-1097	470	15	s.	s.	PROPN
sc-1097	470	16	nielsen	nielsen	PROPN
sc-1097	470	17	,	,	PUNCT
sc-1097	470	18	and	and	CCONJ
sc-1097	470	19	c.	c.	PROPN
sc-1097	470	20	g.	g.	PROPN
sc-1097	470	21	c.	c.	PROPN
sc-1097	470	22	g.	g.	PROPN
sc-1097	470	23	prato	prato	PROPN
sc-1097	470	24	,	,	PUNCT
sc-1097	470	25	“	"	PUNCT
sc-1097	470	26	intentions	intention	NOUN
sc-1097	470	27	to	to	PART
sc-1097	470	28	use	use	VERB
sc-1097	470	29	bike	bike	NOUN
sc-1097	470	30	-	-	PUNCT
sc-1097	470	31	sharing	sharing	NOUN
sc-1097	470	32	for	for	ADP
sc-1097	470	33	holiday	holiday	NOUN
sc-1097	470	34	cycling	cycling	NOUN
sc-1097	470	35	:	:	PUNCT
sc-1097	470	36	an	an	DET
sc-1097	470	37	application	application	NOUN
sc-1097	470	38	of	of	ADP
sc-1097	470	39	the	the	DET
sc-1097	470	40	theory	theory	NOUN
sc-1097	470	41	of	of	ADP
sc-1097	470	42	planned	plan	VERB
sc-1097	470	43	behavior	behavior	NOUN
sc-1097	470	44	,	,	PUNCT
sc-1097	470	45	”	"	PUNCT
sc-1097	470	46	tour	tour	NOUN
sc-1097	470	47	.	.	PUNCT
sc-1097	471	1	manag	manag	PROPN
sc-1097	471	2	.	.	PROPN
sc-1097	471	3	,	,	PUNCT
sc-1097	471	4	vol	vol	NOUN
sc-1097	471	5	.	.	PROPN
sc-1097	472	1	47	47	NUM
sc-1097	472	2	,	,	PUNCT
sc-1097	472	3	pp	pp	ADJ
sc-1097	472	4	.	.	PUNCT
sc-1097	473	1	34–46	34–46	NUM
sc-1097	473	2	,	,	PUNCT
sc-1097	473	3	apr	apr	NOUN
sc-1097	473	4	.	.	PROPN
sc-1097	473	5	2015	2015	NUM
sc-1097	473	6	,	,	PUNCT
sc-1097	473	7	doi	doi	NOUN
sc-1097	473	8	:	:	PUNCT
sc-1097	473	9	10.1016	10.1016	NUM
sc-1097	473	10	/	/	SYM
sc-1097	473	11	j.tourman.2014.08.017	j.tourman.2014.08.017	X
sc-1097	473	12	.	.	PUNCT
sc-1097	474	1	[	[	X
sc-1097	474	2	14	14	NUM
sc-1097	474	3	]	]	PUNCT
sc-1097	474	4	p.	p.	PROPN
sc-1097	474	5	jensen	jensen	PROPN
sc-1097	474	6	,	,	PUNCT
sc-1097	474	7	j.-b	j.-b	PROPN
sc-1097	474	8	.	.	PUNCT
sc-1097	475	1	rouquier	rouquier	PROPN
sc-1097	475	2	,	,	PUNCT
sc-1097	475	3	n.	n.	NOUN
sc-1097	475	4	ovtracht	ovtracht	NOUN
sc-1097	475	5	,	,	PUNCT
sc-1097	475	6	and	and	CCONJ
sc-1097	475	7	c.	c.	PROPN
sc-1097	475	8	robardet	robardet	NOUN
sc-1097	475	9	,	,	PUNCT
sc-1097	475	10	“	"	PUNCT
sc-1097	475	11	characterizing	characterize	VERB
sc-1097	475	12	the	the	DET
sc-1097	475	13	speed	speed	NOUN
sc-1097	475	14	and	and	CCONJ
sc-1097	475	15	paths	path	NOUN
sc-1097	475	16	of	of	ADP
sc-1097	475	17	shared	share	VERB
sc-1097	475	18	bicycle	bicycle	NOUN
sc-1097	475	19	use	use	NOUN
sc-1097	475	20	in	in	ADP
sc-1097	475	21	lyon	lyon	NOUN
sc-1097	475	22	,	,	PUNCT
sc-1097	475	23	”	"	PUNCT
sc-1097	475	24	transp	transp	PROPN
sc-1097	475	25	.	.	PUNCT
sc-1097	476	1	res	re	NOUN
sc-1097	476	2	.	.	PUNCT
sc-1097	477	1	part	part	NOUN
sc-1097	478	1	d	d	X
sc-1097	478	2	transp	transp	PROPN
sc-1097	478	3	.	.	PUNCT
sc-1097	479	1	environ	environ	PROPN
sc-1097	479	2	.	.	PROPN
sc-1097	479	3	,	,	PUNCT
sc-1097	479	4	vol	vol	NOUN
sc-1097	479	5	.	.	PROPN
sc-1097	479	6	15	15	NUM
sc-1097	479	7	,	,	PUNCT
sc-1097	479	8	no	no	INTJ
sc-1097	479	9	.	.	NOUN
sc-1097	479	10	8	8	NUM
sc-1097	479	11	,	,	PUNCT
sc-1097	479	12	pp	pp	ADJ
sc-1097	479	13	.	.	PUNCT
sc-1097	480	1	522–524	522–524	NUM
sc-1097	480	2	,	,	PUNCT
sc-1097	480	3	dec	dec	PROPN
sc-1097	480	4	.	.	PROPN
sc-1097	480	5	2010	2010	NUM
sc-1097	480	6	,	,	PUNCT
sc-1097	480	7	doi	doi	NOUN
sc-1097	480	8	:	:	PUNCT
sc-1097	480	9	10.1016	10.1016	NUM
sc-1097	480	10	/	/	SYM
sc-1097	480	11	j.trd.2010.07.002	j.trd.2010.07.002	NOUN
sc-1097	480	12	.	.	PUNCT
sc-1097	481	1	[	[	X
sc-1097	481	2	15	15	NUM
sc-1097	481	3	]	]	X
sc-1097	481	4	n.	n.	NOUN
sc-1097	481	5	lathia	lathia	PROPN
sc-1097	481	6	,	,	PUNCT
sc-1097	481	7	s.	s.	PROPN
sc-1097	481	8	ahmed	ahmed	PROPN
sc-1097	481	9	,	,	PUNCT
sc-1097	481	10	and	and	CCONJ
sc-1097	481	11	l.	l.	PROPN
sc-1097	481	12	capra	capra	PROPN
sc-1097	481	13	,	,	PUNCT
sc-1097	481	14	“	"	PUNCT
sc-1097	481	15	measuring	measure	VERB
sc-1097	481	16	the	the	DET
sc-1097	481	17	impact	impact	NOUN
sc-1097	481	18	of	of	ADP
sc-1097	481	19	opening	open	VERB
sc-1097	481	20	the	the	DET
sc-1097	481	21	london	london	PROPN
sc-1097	481	22	shared	share	VERB
sc-1097	481	23	bicycle	bicycle	NOUN
sc-1097	481	24	scheme	scheme	NOUN
sc-1097	481	25	to	to	ADP
sc-1097	481	26	casual	casual	ADJ
sc-1097	481	27	users	user	NOUN
sc-1097	481	28	,	,	PUNCT
sc-1097	481	29	”	"	PUNCT
sc-1097	481	30	transp	transp	PROPN
sc-1097	481	31	.	.	PUNCT
sc-1097	482	1	res	re	NOUN
sc-1097	482	2	.	.	PUNCT
sc-1097	483	1	part	part	NOUN
sc-1097	483	2	c	c	PROPN
sc-1097	483	3	emerg	emerg	PROPN
sc-1097	483	4	.	.	PUNCT
sc-1097	484	1	technol	technol	PROPN
sc-1097	484	2	.	.	PROPN
sc-1097	484	3	,	,	PUNCT
sc-1097	484	4	vol	vol	NOUN
sc-1097	484	5	.	.	PROPN
sc-1097	485	1	22	22	NUM
sc-1097	485	2	,	,	PUNCT
sc-1097	485	3	pp	pp	ADJ
sc-1097	485	4	.	.	PUNCT
sc-1097	486	1	88–102	88–102	NUM
sc-1097	486	2	,	,	PUNCT
sc-1097	486	3	jun	jun	PROPN
sc-1097	486	4	.	.	PROPN
sc-1097	486	5	2012	2012	NUM
sc-1097	486	6	,	,	PUNCT
sc-1097	486	7	doi	doi	NOUN
sc-1097	486	8	:	:	PUNCT
sc-1097	486	9	10.1016	10.1016	NUM
sc-1097	486	10	/	/	SYM
sc-1097	486	11	j.trc.2011.12.004	j.trc.2011.12.004	PROPN
sc-1097	486	12	.	.	PUNCT
sc-1097	487	1	[	[	X
sc-1097	487	2	16	16	NUM
sc-1097	487	3	]	]	PUNCT
sc-1097	487	4	x.	x.	NOUN
sc-1097	487	5	zhou	zhou	PROPN
sc-1097	487	6	,	,	PUNCT
sc-1097	487	7	“	"	PUNCT
sc-1097	487	8	understanding	understand	VERB
sc-1097	487	9	spatiotemporal	spatiotemporal	ADJ
sc-1097	487	10	patterns	pattern	NOUN
sc-1097	487	11	of	of	ADP
sc-1097	487	12	biking	bike	VERB
sc-1097	487	13	behavior	behavior	NOUN
sc-1097	487	14	by	by	ADP
sc-1097	487	15	analyzing	analyze	VERB
sc-1097	487	16	massive	massive	ADJ
sc-1097	487	17	bike	bike	NOUN
sc-1097	487	18	sharing	sharing	NOUN
sc-1097	487	19	data	datum	NOUN
sc-1097	487	20	in	in	ADP
sc-1097	487	21	chicago	chicago	PROPN
sc-1097	487	22	,	,	PUNCT
sc-1097	487	23	”	"	PUNCT
sc-1097	487	24	plos	plos	PROPN
sc-1097	487	25	one	one	NUM
sc-1097	487	26	,	,	PUNCT
sc-1097	487	27	vol	vol	NOUN
sc-1097	487	28	.	.	PROPN
sc-1097	487	29	10	10	NUM
sc-1097	487	30	,	,	PUNCT
sc-1097	487	31	no	no	INTJ
sc-1097	487	32	.	.	NOUN
sc-1097	487	33	10	10	NUM
sc-1097	487	34	,	,	PUNCT
sc-1097	487	35	p.	p.	NOUN
sc-1097	487	36	e0137922	e0137922	PROPN
sc-1097	487	37	,	,	PUNCT
sc-1097	487	38	oct	oct	PROPN
sc-1097	487	39	.	.	PROPN
sc-1097	487	40	2015	2015	NUM
sc-1097	487	41	,	,	PUNCT
sc-1097	487	42	doi	doi	NOUN
sc-1097	487	43	:	:	PUNCT
sc-1097	487	44	10.1371	10.1371	NUM
sc-1097	487	45	/	/	SYM
sc-1097	487	46	journal.pone.0137922	journal.pone.0137922	ADJ
sc-1097	487	47	.	.	PUNCT
sc-1097	488	1	[	[	X
sc-1097	488	2	17	17	NUM
sc-1097	488	3	]	]	PUNCT
sc-1097	488	4	z.	z.	PROPN
sc-1097	488	5	nolan	nolan	PROPN
sc-1097	488	6	,	,	PUNCT
sc-1097	488	7	r.	r.	PROPN
sc-1097	488	8	b.	b.	PROPN
sc-1097	488	9	;	;	PUNCT
sc-1097	488	10	smart	smart	ADJ
sc-1097	488	11	,	,	PUNCT
sc-1097	488	12	m.	m.	NOUN
sc-1097	488	13	j.	j.	PROPN
sc-1097	488	14	;	;	PUNCT
sc-1097	488	15	guo	guo	PROPN
sc-1097	488	16	,	,	PUNCT
sc-1097	488	17	“	"	PUNCT
sc-1097	488	18	bikeshare	bikeshare	NOUN
sc-1097	488	19	trip	trip	NOUN
sc-1097	488	20	generation	generation	NOUN
sc-1097	488	21	in	in	ADP
sc-1097	488	22	new	new	PROPN
sc-1097	488	23	york	york	PROPN
sc-1097	488	24	city	city	PROPN
sc-1097	488	25	,	,	PUNCT
sc-1097	488	26	”	"	PUNCT
sc-1097	488	27	transp	transp	PROPN
sc-1097	488	28	.	.	PUNCT
sc-1097	489	1	res	re	NOUN
sc-1097	489	2	.	.	PUNCT
sc-1097	490	1	part	part	NOUN
sc-1097	490	2	a	a	DET
sc-1097	490	3	policy	policy	NOUN
sc-1097	490	4	pract	pract	NOUN
sc-1097	490	5	.	.	PUNCT
sc-1097	491	1	,	,	PUNCT
sc-1097	491	2	no	no	INTJ
sc-1097	491	3	.	.	NOUN
sc-1097	491	4	94	94	NUM
sc-1097	491	5	,	,	PUNCT
sc-1097	491	6	pp	pp	ADJ
sc-1097	491	7	.	.	PUNCT
sc-1097	492	1	164–181	164–181	NUM
sc-1097	492	2	,	,	PUNCT
sc-1097	492	3	2016	2016	NUM
sc-1097	492	4	.	.	PUNCT
sc-1097	493	1	[	[	X
sc-1097	493	2	18	18	NUM
sc-1097	493	3	]	]	X
sc-1097	493	4	b.	b.	PROPN
sc-1097	493	5	caulfield	caulfield	PROPN
sc-1097	493	6	,	,	PUNCT
sc-1097	493	7	m.	m.	NOUN
sc-1097	493	8	o’mahony	o’mahony	PROPN
sc-1097	493	9	,	,	PUNCT
sc-1097	493	10	w.	w.	PROPN
sc-1097	493	11	brazil	brazil	PROPN
sc-1097	493	12	,	,	PUNCT
sc-1097	493	13	and	and	CCONJ
sc-1097	493	14	p.	p.	PROPN
sc-1097	493	15	weldon	weldon	PROPN
sc-1097	493	16	,	,	PUNCT
sc-1097	493	17	eai	eai	PROPN
sc-1097	493	18	endorsed	endorse	VERB
sc-1097	493	19	transactions	transaction	NOUN
sc-1097	493	20	on	on	ADP
sc-1097	493	21	smart	smart	ADJ
sc-1097	493	22	cities	city	NOUN
sc-1097	493	23	08	08	NUM
sc-1097	493	24	2021	2021	NUM
sc-1097	493	25	10	10	NUM
sc-1097	493	26	2021	2021	NUM
sc-1097	493	27	|	|	ADV
sc-1097	493	28	volume	volume	NOUN
sc-1097	493	29	5	5	NUM
sc-1097	493	30	|	|	ADV
sc-1097	493	31	issue	issue	NOUN
sc-1097	493	32	16	16	NUM
sc-1097	494	1	|	|	NOUN
sc-1097	494	2	e2	e2	PROPN
sc-1097	494	3	bike	bike	NOUN
sc-1097	494	4	-	-	PUNCT
sc-1097	494	5	sharing	share	VERB
sc-1097	494	6	mobility	mobility	NOUN
sc-1097	494	7	patterns	pattern	NOUN
sc-1097	494	8	:	:	PUNCT
sc-1097	494	9	a	a	DET
sc-1097	494	10	data	data	NOUN
sc-1097	494	11	-	-	PUNCT
sc-1097	494	12	driven	drive	VERB
sc-1097	494	13	analysis	analysis	NOUN
sc-1097	494	14	for	for	ADP
sc-1097	494	15	the	the	DET
sc-1097	494	16	city	city	NOUN
sc-1097	494	17	of	of	ADP
sc-1097	494	18	lisbon	lisbon	PROPN
sc-1097	494	19	19	19	NUM
sc-1097	494	20	“	"	PUNCT
sc-1097	494	21	examining	examine	VERB
sc-1097	494	22	usage	usage	NOUN
sc-1097	494	23	patterns	pattern	NOUN
sc-1097	494	24	of	of	ADP
sc-1097	494	25	a	a	DET
sc-1097	494	26	bike	bike	NOUN
sc-1097	494	27	-	-	PUNCT
sc-1097	494	28	sharing	sharing	NOUN
sc-1097	494	29	scheme	scheme	NOUN
sc-1097	494	30	in	in	ADP
sc-1097	494	31	a	a	DET
sc-1097	494	32	medium	medium	ADJ
sc-1097	494	33	sized	sized	ADJ
sc-1097	494	34	city	city	NOUN
sc-1097	494	35	,	,	PUNCT
sc-1097	494	36	”	"	PUNCT
sc-1097	494	37	transp	transp	PROPN
sc-1097	494	38	.	.	PUNCT
sc-1097	495	1	res	re	NOUN
sc-1097	495	2	.	.	PUNCT
sc-1097	496	1	part	part	NOUN
sc-1097	496	2	a	a	DET
sc-1097	496	3	policy	policy	NOUN
sc-1097	496	4	pract	pract	NOUN
sc-1097	496	5	.	.	PUNCT
sc-1097	497	1	,	,	PUNCT
sc-1097	497	2	vol	vol	NOUN
sc-1097	497	3	.	.	PROPN
sc-1097	497	4	100	100	NUM
sc-1097	497	5	,	,	PUNCT
sc-1097	497	6	pp	pp	ADJ
sc-1097	497	7	.	.	PUNCT
sc-1097	498	1	152–161	152–161	NUM
sc-1097	498	2	,	,	PUNCT
sc-1097	498	3	jun	jun	PROPN
sc-1097	498	4	.	.	PROPN
sc-1097	498	5	2017	2017	NUM
sc-1097	498	6	,	,	PUNCT
sc-1097	498	7	doi	doi	NOUN
sc-1097	498	8	:	:	PUNCT
sc-1097	498	9	10.1016	10.1016	NUM
sc-1097	498	10	/	/	SYM
sc-1097	498	11	j.tra.2017.04.023	j.tra.2017.04.023	PROPN
sc-1097	498	12	.	.	PUNCT
sc-1097	499	1	[	[	X
sc-1097	499	2	19	19	NUM
sc-1097	499	3	]	]	X
sc-1097	499	4	w.	w.	PROPN
sc-1097	499	5	el	el	PROPN
sc-1097	499	6	-	-	PROPN
sc-1097	499	7	assi	assi	PROPN
sc-1097	499	8	,	,	PUNCT
sc-1097	499	9	m.	m.	NOUN
sc-1097	499	10	salah	salah	PROPN
sc-1097	499	11	mahmoud	mahmoud	PROPN
sc-1097	499	12	,	,	PUNCT
sc-1097	499	13	k.	k.	PROPN
sc-1097	499	14	nurul	nurul	PROPN
sc-1097	499	15	habib	habib	PROPN
sc-1097	499	16	,	,	PUNCT
sc-1097	499	17	m.	m.	NOUN
sc-1097	499	18	mahmoud	mahmoud	PROPN
sc-1097	499	19	,	,	PUNCT
sc-1097	499	20	and	and	CCONJ
sc-1097	499	21	k.	k.	PROPN
sc-1097	499	22	habib	habib	PROPN
sc-1097	499	23	,	,	PUNCT
sc-1097	499	24	“	"	PUNCT
sc-1097	499	25	effects	effect	NOUN
sc-1097	499	26	of	of	ADP
sc-1097	499	27	built	build	VERB
sc-1097	499	28	environment	environment	NOUN
sc-1097	499	29	and	and	CCONJ
sc-1097	499	30	weather	weather	NOUN
sc-1097	499	31	on	on	ADP
sc-1097	499	32	bike	bike	NOUN
sc-1097	499	33	sharing	sharing	NOUN
sc-1097	499	34	demand	demand	NOUN
sc-1097	499	35	:	:	PUNCT
sc-1097	499	36	station	station	NOUN
sc-1097	499	37	level	level	NOUN
sc-1097	499	38	analysis	analysis	NOUN
sc-1097	499	39	of	of	ADP
sc-1097	499	40	commercial	commercial	ADJ
sc-1097	499	41	bike	bike	NOUN
sc-1097	499	42	sharing	sharing	NOUN
sc-1097	499	43	in	in	ADP
sc-1097	499	44	toronto	toronto	PROPN
sc-1097	499	45	,	,	PUNCT
sc-1097	499	46	”	"	PUNCT
sc-1097	499	47	transportation	transportation	NOUN
sc-1097	499	48	(	(	PUNCT
sc-1097	499	49	amst	amst	NOUN
sc-1097	499	50	)	)	PUNCT
sc-1097	499	51	.	.	PUNCT
sc-1097	499	52	,	,	PUNCT
sc-1097	499	53	vol	vol	NOUN
sc-1097	499	54	.	.	PROPN
sc-1097	499	55	44	44	NUM
sc-1097	499	56	,	,	PUNCT
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sc-1097	499	58	.	.	NOUN
sc-1097	499	59	3	3	NUM
sc-1097	499	60	,	,	PUNCT
sc-1097	499	61	pp	pp	ADJ
sc-1097	499	62	.	.	PUNCT
sc-1097	500	1	1–25	1–25	NOUN
sc-1097	500	2	,	,	PUNCT
sc-1097	500	3	may	may	PROPN
sc-1097	500	4	2015	2015	NUM
sc-1097	500	5	,	,	PUNCT
sc-1097	500	6	doi	doi	NOUN
sc-1097	500	7	:	:	PUNCT
sc-1097	500	8	10.1007	10.1007	NUM
sc-1097	500	9	/	/	SYM
sc-1097	500	10	s11116	s11116	NOUN
sc-1097	500	11	-	-	PUNCT
sc-1097	500	12	015	015	NUM
sc-1097	500	13	-	-	PUNCT
sc-1097	500	14	9669	9669	NUM
sc-1097	500	15	-	-	PUNCT
sc-1097	500	16	z.	z.	NOUN
sc-1097	501	1	[	[	X
sc-1097	501	2	20	20	NUM
sc-1097	501	3	]	]	PUNCT
sc-1097	501	4	x.	x.	NOUN
sc-1097	501	5	han	han	PROPN
sc-1097	501	6	et	et	PROPN
sc-1097	501	7	al	al	PROPN
sc-1097	501	8	.	.	PROPN
sc-1097	501	9	,	,	PUNCT
sc-1097	501	10	“	"	PUNCT
sc-1097	501	11	bike	bike	NOUN
sc-1097	501	12	sharing	sharing	NOUN
sc-1097	501	13	data	datum	NOUN
sc-1097	501	14	analytics	analytic	NOUN
sc-1097	501	15	for	for	ADP
sc-1097	501	16	silicon	silicon	NOUN
sc-1097	501	17	valley	valley	PROPN
sc-1097	501	18	in	in	ADP
sc-1097	501	19	usa	usa	PROPN
sc-1097	501	20	,	,	PUNCT
sc-1097	501	21	”	"	PUNCT
sc-1097	501	22	in	in	ADP
sc-1097	501	23	2017	2017	NUM
sc-1097	501	24	ieee	ieee	NOUN
sc-1097	501	25	smartworld	smartworld	NOUN
sc-1097	501	26	ubiquitous	ubiquitous	ADJ
sc-1097	501	27	intelligence	intelligence	NOUN
sc-1097	501	28	and	and	CCONJ
sc-1097	501	29	computing	computing	NOUN
sc-1097	501	30	,	,	PUNCT
sc-1097	501	31	advanced	advanced	ADJ
sc-1097	501	32	and	and	CCONJ
sc-1097	501	33	trusted	trust	VERB
sc-1097	501	34	computed	compute	VERB
sc-1097	501	35	,	,	PUNCT
sc-1097	501	36	scalable	scalable	ADJ
sc-1097	501	37	computing	computing	NOUN
sc-1097	501	38	and	and	CCONJ
sc-1097	501	39	communications	communication	NOUN
sc-1097	501	40	,	,	PUNCT
sc-1097	501	41	cloud	cloud	NOUN
sc-1097	501	42	and	and	CCONJ
sc-1097	501	43	big	big	ADJ
sc-1097	501	44	data	datum	NOUN
sc-1097	501	45	computing	computing	NOUN
sc-1097	501	46	,	,	PUNCT
sc-1097	501	47	internet	internet	NOUN
sc-1097	501	48	of	of	ADP
sc-1097	501	49	people	people	NOUN
sc-1097	501	50	and	and	CCONJ
sc-1097	501	51	smart	smart	ADJ
sc-1097	501	52	city	city	NOUN
sc-1097	501	53	innovation	innovation	NOUN
sc-1097	501	54	,	,	PUNCT
sc-1097	501	55	smartworld	smartworld	NOUN
sc-1097	501	56	/	/	SYM
sc-1097	501	57	scalcom	scalcom	PROPN
sc-1097	501	58	/	/	SYM
sc-1097	501	59	uic	uic	PROPN
sc-1097	501	60	/	/	SYM
sc-1097	501	61	atc	atc	PROPN
sc-1097	501	62	/	/	SYM
sc-1097	501	63	cbdcom	cbdcom	PROPN
sc-1097	501	64	/	/	SYM
sc-1097	501	65	iop	iop	PROPN
sc-1097	501	66	/	/	SYM
sc-1097	501	67	sci	sci	PROPN
sc-1097	501	68	2017	2017	NUM
sc-1097	501	69	,	,	PUNCT
sc-1097	501	70	aug	aug	PROPN
sc-1097	501	71	.	.	PROPN
sc-1097	501	72	2018	2018	NUM
sc-1097	501	73	,	,	PUNCT
sc-1097	501	74	pp	pp	ADJ
sc-1097	501	75	.	.	PUNCT
sc-1097	502	1	1–9	1–9	NUM
sc-1097	502	2	,	,	PUNCT
sc-1097	502	3	doi	doi	NOUN
sc-1097	502	4	:	:	PUNCT
sc-1097	502	5	10.1109	10.1109	NUM
sc-1097	502	6	/	/	SYM
sc-1097	502	7	uicatc.2017.8397557	uicatc.2017.8397557	NOUN
sc-1097	502	8	.	.	PUNCT
sc-1097	503	1	[	[	X
sc-1097	503	2	21	21	NUM
sc-1097	503	3	]	]	X
sc-1097	503	4	u.	u.	PROPN
sc-1097	503	5	faghih	faghih	PROPN
sc-1097	503	6	-	-	PUNCT
sc-1097	503	7	imani	imani	PROPN
sc-1097	503	8	,	,	PUNCT
sc-1097	503	9	ahmadreza	ahmadreza	PROPN
sc-1097	503	10	;	;	PUNCT
sc-1097	503	11	eluru	eluru	PROPN
sc-1097	503	12	,	,	PUNCT
sc-1097	503	13	n.	n.	PROPN
sc-1097	503	14	;	;	PUNCT
sc-1097	503	15	el	el	PROPN
sc-1097	503	16	-	-	PUNCT
sc-1097	503	17	geneidy	geneidy	ADJ
sc-1097	503	18	,	,	PUNCT
sc-1097	503	19	a.	a.	NOUN
sc-1097	503	20	m.	m.	NOUN
sc-1097	503	21	;	;	PUNCT
sc-1097	503	22	rabbat	rabbat	NOUN
sc-1097	503	23	,	,	PUNCT
sc-1097	503	24	m.	m.	NOUN
sc-1097	503	25	;	;	PUNCT
sc-1097	503	26	haq	haq	PROPN
sc-1097	503	27	,	,	PUNCT
sc-1097	503	28	“	"	PUNCT
sc-1097	503	29	how	how	SCONJ
sc-1097	503	30	land	land	NOUN
sc-1097	503	31	-	-	PUNCT
sc-1097	503	32	use	use	NOUN
sc-1097	503	33	and	and	CCONJ
sc-1097	503	34	urban	urban	ADJ
sc-1097	503	35	form	form	NOUN
sc-1097	503	36	impact	impact	NOUN
sc-1097	503	37	bicycle	bicycle	NOUN
sc-1097	503	38	flows	flow	VERB
sc-1097	503	39	:	:	PUNCT
sc-1097	503	40	evidence	evidence	NOUN
sc-1097	503	41	from	from	ADP
sc-1097	503	42	the	the	DET
sc-1097	503	43	bycicle	bycicle	NOUN
sc-1097	503	44	sharing	sharing	NOUN
sc-1097	503	45	system	system	NOUN
sc-1097	503	46	(	(	PUNCT
sc-1097	503	47	bxi	bxi	NOUN
sc-1097	503	48	)	)	PUNCT
sc-1097	503	49	in	in	ADP
sc-1097	503	50	montreal	montreal	PROPN
sc-1097	503	51	,	,	PUNCT
sc-1097	503	52	”	"	PUNCT
sc-1097	503	53	transp	transp	PROPN
sc-1097	503	54	.	.	PUNCT
sc-1097	504	1	geogr	geogr	NOUN
sc-1097	504	2	.	.	PUNCT
sc-1097	504	3	,	,	PUNCT
sc-1097	505	1	no	no	INTJ
sc-1097	505	2	.	.	NOUN
sc-1097	505	3	41	41	NUM
sc-1097	505	4	,	,	PUNCT
sc-1097	505	5	pp	pp	ADJ
sc-1097	505	6	.	.	PUNCT
sc-1097	506	1	306–314	306–314	NUM
sc-1097	506	2	,	,	PUNCT
sc-1097	506	3	2014	2014	NUM
sc-1097	506	4	.	.	PUNCT
sc-1097	507	1	[	[	X
sc-1097	507	2	22	22	NUM
sc-1097	507	3	]	]	PUNCT
sc-1097	507	4	a.	a.	NOUN
sc-1097	507	5	sarkar	sarkar	PROPN
sc-1097	507	6	,	,	PUNCT
sc-1097	507	7	n.	n.	PROPN
sc-1097	507	8	lathia	lathia	PROPN
sc-1097	507	9	,	,	PUNCT
sc-1097	507	10	and	and	CCONJ
sc-1097	507	11	c.	c.	PROPN
sc-1097	507	12	mascolo	mascolo	PROPN
sc-1097	507	13	,	,	PUNCT
sc-1097	507	14	“	"	PUNCT
sc-1097	507	15	comparing	compare	VERB
sc-1097	507	16	cities	city	NOUN
sc-1097	507	17	’	'	PUNCT
sc-1097	507	18	cycling	cycling	NOUN
sc-1097	507	19	patterns	pattern	NOUN
sc-1097	507	20	using	use	VERB
sc-1097	507	21	online	online	ADJ
sc-1097	507	22	shared	share	VERB
sc-1097	507	23	bicycle	bicycle	NOUN
sc-1097	507	24	maps	map	NOUN
sc-1097	507	25	,	,	PUNCT
sc-1097	507	26	”	"	PUNCT
sc-1097	507	27	transportation	transportation	NOUN
sc-1097	507	28	(	(	PUNCT
sc-1097	507	29	amst	amst	NOUN
sc-1097	507	30	)	)	PUNCT
sc-1097	507	31	.	.	PUNCT
sc-1097	507	32	,	,	PUNCT
sc-1097	507	33	vol	vol	NOUN
sc-1097	507	34	.	.	PROPN
sc-1097	507	35	42	42	NUM
sc-1097	507	36	,	,	PUNCT
sc-1097	507	37	no	no	INTJ
sc-1097	507	38	.	.	NOUN
sc-1097	507	39	4	4	NUM
sc-1097	507	40	,	,	PUNCT
sc-1097	507	41	pp	pp	ADJ
sc-1097	507	42	.	.	PUNCT
sc-1097	508	1	541–559	541–559	NUM
sc-1097	508	2	,	,	PUNCT
sc-1097	508	3	jul	jul	PROPN
sc-1097	508	4	.	.	PROPN
sc-1097	508	5	2015	2015	NUM
sc-1097	508	6	,	,	PUNCT
sc-1097	508	7	doi	doi	NOUN
sc-1097	508	8	:	:	PUNCT
sc-1097	508	9	10.1007	10.1007	NUM
sc-1097	508	10	/	/	SYM
sc-1097	508	11	s11116	s11116	NOUN
sc-1097	508	12	-	-	PUNCT
sc-1097	508	13	015	015	NUM
sc-1097	508	14	-	-	PUNCT
sc-1097	508	15	9599	9599	NUM
sc-1097	508	16	-	-	SYM
sc-1097	508	17	9	9	NUM
sc-1097	508	18	.	.	PUNCT
sc-1097	509	1	[	[	X
sc-1097	509	2	23	23	NUM
sc-1097	509	3	]	]	X
sc-1097	509	4	y.	y.	PROPN
sc-1097	509	5	du	du	PROPN
sc-1097	509	6	,	,	PUNCT
sc-1097	509	7	f.	f.	PROPN
sc-1097	509	8	deng	deng	PROPN
sc-1097	509	9	,	,	PUNCT
sc-1097	509	10	and	and	CCONJ
sc-1097	509	11	f.	f.	PROPN
sc-1097	509	12	liao	liao	PROPN
sc-1097	509	13	,	,	PUNCT
sc-1097	509	14	“	"	PUNCT
sc-1097	509	15	a	a	DET
sc-1097	509	16	model	model	NOUN
sc-1097	509	17	framework	framework	NOUN
sc-1097	509	18	for	for	ADP
sc-1097	509	19	discovering	discover	VERB
sc-1097	509	20	the	the	DET
sc-1097	509	21	spatio	spatio	ADJ
sc-1097	509	22	-	-	PUNCT
sc-1097	509	23	temporal	temporal	ADJ
sc-1097	509	24	usage	usage	NOUN
sc-1097	509	25	patterns	pattern	NOUN
sc-1097	509	26	of	of	ADP
sc-1097	509	27	public	public	ADJ
sc-1097	509	28	free	free	ADV
sc-1097	509	29	-	-	PUNCT
sc-1097	509	30	floating	float	VERB
sc-1097	509	31	bike	bike	NOUN
sc-1097	509	32	-	-	PUNCT
sc-1097	509	33	sharing	share	VERB
sc-1097	509	34	system	system	NOUN
sc-1097	509	35	,	,	PUNCT
sc-1097	509	36	”	"	PUNCT
sc-1097	509	37	transp	transp	PROPN
sc-1097	509	38	.	.	PUNCT
sc-1097	510	1	res	re	NOUN
sc-1097	510	2	.	.	PUNCT
sc-1097	511	1	part	part	NOUN
sc-1097	511	2	c	c	PROPN
sc-1097	511	3	emerg	emerg	PROPN
sc-1097	511	4	.	.	PUNCT
sc-1097	512	1	technol	technol	PROPN
sc-1097	512	2	.	.	PROPN
sc-1097	512	3	,	,	PUNCT
sc-1097	512	4	vol	vol	NOUN
sc-1097	512	5	.	.	PROPN
sc-1097	512	6	103	103	NUM
sc-1097	512	7	,	,	PUNCT
sc-1097	512	8	pp	pp	ADV
sc-1097	512	9	.	.	PUNCT
sc-1097	513	1	39–55	39–55	NUM
sc-1097	513	2	,	,	PUNCT
sc-1097	513	3	jun	jun	PROPN
sc-1097	513	4	.	.	PROPN
sc-1097	513	5	2019	2019	NUM
sc-1097	513	6	,	,	PUNCT
sc-1097	513	7	doi	doi	NOUN
sc-1097	513	8	:	:	PUNCT
sc-1097	513	9	10.1016	10.1016	NUM
sc-1097	513	10	/	/	SYM
sc-1097	513	11	j.trc.2019.04.006	j.trc.2019.04.006	NOUN
sc-1097	513	12	.	.	PUNCT
sc-1097	514	1	[	[	X
sc-1097	514	2	24	24	NUM
sc-1097	514	3	]	]	PUNCT
sc-1097	514	4	l.	l.	PROPN
sc-1097	514	5	caggiani	caggiani	PROPN
sc-1097	514	6	,	,	PUNCT
sc-1097	514	7	r.	r.	PROPN
sc-1097	514	8	camporeale	camporeale	PROPN
sc-1097	514	9	,	,	PUNCT
sc-1097	514	10	m.	m.	NOUN
sc-1097	514	11	ottomanelli	ottomanelli	PROPN
sc-1097	514	12	,	,	PUNCT
sc-1097	514	13	and	and	CCONJ
sc-1097	514	14	w.	w.	PROPN
sc-1097	514	15	y.	y.	PROPN
sc-1097	514	16	szeto	szeto	PROPN
sc-1097	514	17	,	,	PUNCT
sc-1097	514	18	“	"	PUNCT
sc-1097	514	19	a	a	DET
sc-1097	514	20	modeling	modeling	NOUN
sc-1097	514	21	framework	framework	NOUN
sc-1097	514	22	for	for	ADP
sc-1097	514	23	the	the	DET
sc-1097	514	24	dynamic	dynamic	ADJ
sc-1097	514	25	management	management	NOUN
sc-1097	514	26	of	of	ADP
sc-1097	514	27	free	free	ADV
sc-1097	514	28	-	-	PUNCT
sc-1097	514	29	floating	float	VERB
sc-1097	514	30	bike	bike	NOUN
sc-1097	514	31	-	-	PUNCT
sc-1097	514	32	sharing	share	VERB
sc-1097	514	33	systems	system	NOUN
sc-1097	514	34	,	,	PUNCT
sc-1097	514	35	”	"	PUNCT
sc-1097	514	36	transp	transp	PROPN
sc-1097	514	37	.	.	PUNCT
sc-1097	515	1	res	re	NOUN
sc-1097	515	2	.	.	PUNCT
sc-1097	516	1	part	part	NOUN
sc-1097	516	2	c	c	PROPN
sc-1097	516	3	emerg	emerg	PROPN
sc-1097	516	4	.	.	PUNCT
sc-1097	517	1	technol	technol	PROPN
sc-1097	517	2	.	.	PROPN
sc-1097	517	3	,	,	PUNCT
sc-1097	517	4	vol	vol	NOUN
sc-1097	517	5	.	.	PROPN
sc-1097	518	1	87	87	NUM
sc-1097	518	2	,	,	PUNCT
sc-1097	518	3	pp	pp	ADJ
sc-1097	518	4	.	.	PUNCT
sc-1097	519	1	159	159	NUM
sc-1097	519	2	–	–	SYM
sc-1097	519	3	182	182	NUM
sc-1097	519	4	,	,	PUNCT
sc-1097	519	5	feb	feb	PROPN
sc-1097	519	6	.	.	PROPN
sc-1097	519	7	2018	2018	NUM
sc-1097	519	8	,	,	PUNCT
sc-1097	519	9	doi	doi	NOUN
sc-1097	519	10	:	:	PUNCT
sc-1097	519	11	10.1016	10.1016	NUM
sc-1097	519	12	/	/	SYM
sc-1097	519	13	j.trc.2018.01.001	j.trc.2018.01.001	NOUN
sc-1097	519	14	.	.	PUNCT
sc-1097	520	1	[	[	X
sc-1097	520	2	25	25	NUM
sc-1097	520	3	]	]	X
sc-1097	520	4	y.	y.	PROPN
sc-1097	520	5	zhao	zhao	PROPN
sc-1097	520	6	,	,	PUNCT
sc-1097	520	7	l.	l.	PROPN
sc-1097	520	8	dai	dai	PROPN
sc-1097	520	9	,	,	PUNCT
sc-1097	520	10	l.	l.	PROPN
sc-1097	520	11	peng	peng	PROPN
sc-1097	520	12	,	,	PUNCT
sc-1097	520	13	y.	y.	PROPN
sc-1097	520	14	song	song	PROPN
sc-1097	520	15	,	,	PUNCT
sc-1097	520	16	and	and	CCONJ
sc-1097	520	17	z.	z.	PROPN
sc-1097	520	18	zhou	zhou	PROPN
sc-1097	520	19	,	,	PUNCT
sc-1097	520	20	“	"	PUNCT
sc-1097	520	21	analysis	analysis	NOUN
sc-1097	520	22	of	of	ADP
sc-1097	520	23	spatial	spatial	ADJ
sc-1097	520	24	distribution	distribution	NOUN
sc-1097	520	25	of	of	ADP
sc-1097	520	26	china	china	PROPN
sc-1097	520	27	’s	’s	PART
sc-1097	520	28	station	station	NOUN
sc-1097	520	29	-	-	PUNCT
sc-1097	520	30	free	free	ADJ
sc-1097	520	31	bike	bike	NOUN
sc-1097	520	32	-	-	PUNCT
sc-1097	520	33	sharing	sharing	NOUN
sc-1097	520	34	by	by	ADP
sc-1097	520	35	clustering	cluster	VERB
sc-1097	520	36	algorithms	algorithm	NOUN
sc-1097	520	37	,	,	PUNCT
sc-1097	520	38	”	"	PUNCT
sc-1097	520	39	in	in	ADP
sc-1097	520	40	acm	acm	PROPN
sc-1097	520	41	international	international	PROPN
sc-1097	520	42	conference	conference	PROPN
sc-1097	520	43	proceeding	proceeding	NOUN
sc-1097	520	44	series	series	NOUN
sc-1097	520	45	,	,	PUNCT
sc-1097	520	46	2019	2019	NUM
sc-1097	520	47	,	,	PUNCT
sc-1097	520	48	pp	pp	ADJ
sc-1097	520	49	.	.	PUNCT
sc-1097	521	1	15–19	15–19	NUM
sc-1097	521	2	,	,	PUNCT
sc-1097	521	3	doi	doi	NOUN
sc-1097	521	4	:	:	PUNCT
sc-1097	521	5	10.1145/3325730.3325748	10.1145/3325730.3325748	NUM
sc-1097	521	6	.	.	PUNCT
sc-1097	522	1	[	[	X
sc-1097	522	2	26	26	NUM
sc-1097	522	3	]	]	X
sc-1097	522	4	d.	d.	PROPN
sc-1097	522	5	li	li	PROPN
sc-1097	522	6	,	,	PUNCT
sc-1097	522	7	y.	y.	PROPN
sc-1097	522	8	zhao	zhao	PROPN
sc-1097	522	9	,	,	PUNCT
sc-1097	522	10	and	and	CCONJ
sc-1097	522	11	y.	y.	PROPN
sc-1097	522	12	li	li	PROPN
sc-1097	522	13	,	,	PUNCT
sc-1097	522	14	“	"	PUNCT
sc-1097	522	15	time	time	NOUN
sc-1097	522	16	-	-	PUNCT
sc-1097	522	17	series	series	NOUN
sc-1097	522	18	representation	representation	NOUN
sc-1097	522	19	and	and	CCONJ
sc-1097	522	20	clustering	clustering	NOUN
sc-1097	522	21	approaches	approach	NOUN
sc-1097	522	22	for	for	ADP
sc-1097	522	23	sharing	share	VERB
sc-1097	522	24	bike	bike	NOUN
sc-1097	522	25	usage	usage	NOUN
sc-1097	522	26	mining	mining	NOUN
sc-1097	522	27	,	,	PUNCT
sc-1097	522	28	”	"	PUNCT
sc-1097	522	29	ieee	ieee	NOUN
sc-1097	522	30	access	access	NOUN
sc-1097	522	31	,	,	PUNCT
sc-1097	522	32	vol	vol	NOUN
sc-1097	522	33	.	.	PROPN
sc-1097	522	34	7	7	NUM
sc-1097	522	35	,	,	PUNCT
sc-1097	522	36	pp	pp	ADJ
sc-1097	522	37	.	.	PUNCT
sc-1097	523	1	177856–177863	177856–177863	NUM
sc-1097	523	2	,	,	PUNCT
sc-1097	523	3	2019	2019	NUM
sc-1097	523	4	,	,	PUNCT
sc-1097	523	5	doi	doi	NOUN
sc-1097	523	6	:	:	PUNCT
sc-1097	523	7	10.1109	10.1109	NUM
sc-1097	523	8	/	/	SYM
sc-1097	523	9	access.2019.2958378	access.2019.2958378	PROPN
sc-1097	523	10	.	.	PUNCT
sc-1097	524	1	[	[	X
sc-1097	524	2	27	27	NUM
sc-1097	524	3	]	]	X
sc-1097	524	4	y.	y.	PROPN
sc-1097	524	5	guo	guo	PROPN
sc-1097	524	6	,	,	PUNCT
sc-1097	524	7	x.	x.	PROPN
sc-1097	524	8	shen	shen	PROPN
sc-1097	524	9	,	,	PUNCT
sc-1097	524	10	q.	q.	PROPN
sc-1097	524	11	ge	ge	PROPN
sc-1097	524	12	,	,	PUNCT
sc-1097	524	13	and	and	CCONJ
sc-1097	524	14	l.	l.	PROPN
sc-1097	524	15	wang	wang	PROPN
sc-1097	524	16	,	,	PUNCT
sc-1097	524	17	“	"	PUNCT
sc-1097	524	18	station	station	NOUN
sc-1097	524	19	function	function	NOUN
sc-1097	524	20	discovery	discovery	NOUN
sc-1097	524	21	:	:	PUNCT
sc-1097	524	22	exploring	explore	VERB
sc-1097	524	23	trip	trip	NOUN
sc-1097	524	24	records	record	NOUN
sc-1097	524	25	in	in	ADP
sc-1097	524	26	urban	urban	ADJ
sc-1097	524	27	public	public	ADJ
sc-1097	524	28	bikesharing	bikesharing	NOUN
sc-1097	524	29	system	system	NOUN
sc-1097	524	30	,	,	PUNCT
sc-1097	524	31	”	"	PUNCT
sc-1097	524	32	ieee	ieee	NOUN
sc-1097	524	33	access	access	NOUN
sc-1097	524	34	,	,	PUNCT
sc-1097	524	35	vol	vol	NOUN
sc-1097	524	36	.	.	PROPN
sc-1097	524	37	6	6	NUM
sc-1097	524	38	,	,	PUNCT
sc-1097	524	39	pp	pp	ADJ
sc-1097	524	40	.	.	PUNCT
sc-1097	525	1	71060–71068	71060–71068	NUM
sc-1097	525	2	,	,	PUNCT
sc-1097	525	3	2018	2018	NUM
sc-1097	525	4	,	,	PUNCT
sc-1097	525	5	doi	doi	NOUN
sc-1097	525	6	:	:	PUNCT
sc-1097	525	7	10.1109	10.1109	NUM
sc-1097	525	8	/	/	SYM
sc-1097	525	9	access.2018.2878857	access.2018.2878857	PROPN
sc-1097	525	10	.	.	PUNCT
sc-1097	526	1	[	[	X
sc-1097	526	2	28	28	NUM
sc-1097	526	3	]	]	X
sc-1097	526	4	r.	r.	PROPN
sc-1097	526	5	chapman	chapman	PROPN
sc-1097	526	6	,	,	PUNCT
sc-1097	526	7	peter	peter	PROPN
sc-1097	526	8	;	;	PUNCT
sc-1097	526	9	clinton	clinton	PROPN
sc-1097	526	10	,	,	PUNCT
sc-1097	526	11	janet	janet	PROPN
sc-1097	526	12	;	;	PUNCT
sc-1097	526	13	kerber	kerber	PROPN
sc-1097	526	14	,	,	PUNCT
sc-1097	526	15	randy	randy	ADJ
sc-1097	526	16	;	;	PUNCT
sc-1097	526	17	khabaza	khabaza	PROPN
sc-1097	526	18	,	,	PUNCT
sc-1097	526	19	tom	tom	PROPN
sc-1097	526	20	;	;	PUNCT
sc-1097	526	21	reinartz	reinartz	PROPN
sc-1097	526	22	,	,	PUNCT
sc-1097	526	23	thomas	thomas	PROPN
sc-1097	526	24	;	;	PUNCT
sc-1097	526	25	russel	russel	PROPN
sc-1097	526	26	h.	h.	PROPN
sc-1097	526	27	shearer	shearer	PROPN
sc-1097	526	28	,	,	PUNCT
sc-1097	526	29	c.	c.	PROPN
sc-1097	526	30	;	;	PUNCT
sc-1097	526	31	wirth	wirth	PROPN
sc-1097	526	32	,	,	PUNCT
sc-1097	526	33	“	"	PUNCT
sc-1097	526	34	crisp	crisp	ADJ
sc-1097	526	35	-	-	PUNCT
sc-1097	526	36	dm	dm	NUM
sc-1097	526	37	1.0	1.0	NUM
sc-1097	526	38	:	:	PUNCT
sc-1097	526	39	step	step	NOUN
sc-1097	526	40	-	-	PUNCT
sc-1097	526	41	by	by	ADP
sc-1097	526	42	-	-	PUNCT
sc-1097	526	43	step	step	NOUN
sc-1097	526	44	data	datum	NOUN
sc-1097	526	45	mining	mining	NOUN
sc-1097	526	46	guide	guide	NOUN
sc-1097	526	47	,	,	PUNCT
sc-1097	526	48	”	"	PUNCT
sc-1097	526	49	comput	comput	NOUN
sc-1097	526	50	.	.	PUNCT
sc-1097	527	1	sci	sci	PROPN
sc-1097	527	2	.	.	PROPN
sc-1097	527	3	,	,	PUNCT
sc-1097	527	4	2000	2000	NUM
sc-1097	527	5	.	.	PUNCT
sc-1097	528	1	[	[	X
sc-1097	528	2	29	29	NUM
sc-1097	528	3	]	]	PUNCT
sc-1097	528	4	a.	a.	NOUN
sc-1097	528	5	h.	h.	PROPN
sc-1097	528	6	el	el	PROPN
sc-1097	528	7	el	el	PROPN
sc-1097	528	8	-	-	PROPN
sc-1097	528	9	sappagh	sappagh	PROPN
sc-1097	528	10	,	,	PUNCT
sc-1097	528	11	shaker	shaker	PROPN
sc-1097	528	12	h.	h.	PROPN
sc-1097	528	13	ali	ali	PROPN
sc-1097	528	14	;	;	PUNCT
sc-1097	528	15	hendawi	hendawi	PROPN
sc-1097	528	16	,	,	PUNCT
sc-1097	528	17	abdeltawab	abdeltawab	NOUN
sc-1097	528	18	m.	m.	PROPN
sc-1097	528	19	ahmed	ahmed	PROPN
sc-1097	528	20	;	;	PUNCT
sc-1097	528	21	bastawassy	bastawassy	ADJ
sc-1097	528	22	,	,	PUNCT
sc-1097	528	23	“	"	PUNCT
sc-1097	528	24	a	a	DET
sc-1097	528	25	proposed	propose	VERB
sc-1097	528	26	model	model	NOUN
sc-1097	528	27	for	for	ADP
sc-1097	528	28	data	data	NOUN
sc-1097	528	29	warehouse	warehouse	NOUN
sc-1097	528	30	etl	etl	NOUN
sc-1097	528	31	processes	process	NOUN
sc-1097	528	32	,	,	PUNCT
sc-1097	528	33	”	"	PUNCT
sc-1097	528	34	j.	j.	PROPN
sc-1097	528	35	king	king	PROPN
sc-1097	528	36	saud	saud	PROPN
sc-1097	528	37	univ	univ	PROPN
sc-1097	528	38	.	.	PUNCT
sc-1097	529	1	comput	comput	PROPN
sc-1097	529	2	.	.	PUNCT
sc-1097	530	1	inf	inf	PROPN
sc-1097	530	2	.	.	PUNCT
sc-1097	531	1	sci	sci	PROPN
sc-1097	531	2	.	.	PROPN
sc-1097	531	3	,	,	PUNCT
sc-1097	532	1	no	no	INTJ
sc-1097	532	2	.	.	NOUN
sc-1097	532	3	23	23	NUM
sc-1097	532	4	,	,	PUNCT
sc-1097	532	5	pp	pp	ADJ
sc-1097	532	6	.	.	PUNCT
sc-1097	533	1	91–104	91–104	PROPN
sc-1097	533	2	,	,	PUNCT
sc-1097	533	3	2011	2011	NUM
sc-1097	533	4	.	.	PUNCT
sc-1097	534	1	[	[	X
sc-1097	534	2	30	30	NUM
sc-1097	534	3	]	]	PUNCT
sc-1097	534	4	“	"	PUNCT
sc-1097	534	5	python	python	PROPN
sc-1097	534	6	.	.	PUNCT
sc-1097	534	7	”	"	PUNCT
sc-1097	535	1	https://www.python.org/	https://www.python.org/	NOUN
sc-1097	535	2	(	(	PUNCT
sc-1097	535	3	accessed	access	VERB
sc-1097	535	4	mar	mar	PROPN
sc-1097	535	5	.	.	PROPN
sc-1097	535	6	29	29	NUM
sc-1097	535	7	,	,	PUNCT
sc-1097	535	8	2021	2021	NUM
sc-1097	535	9	)	)	PUNCT
sc-1097	535	10	.	.	PUNCT
sc-1097	536	1	[	[	X
sc-1097	536	2	31	31	NUM
sc-1097	536	3	]	]	PUNCT
sc-1097	536	4	“	"	PUNCT
sc-1097	536	5	jupyter	jupyter	NOUN
sc-1097	536	6	.	.	PUNCT
sc-1097	536	7	”	"	PUNCT
sc-1097	537	1	https://jupyter.org/	https://jupyter.org/	PROPN
sc-1097	537	2	(	(	PUNCT
sc-1097	537	3	accessed	access	VERB
sc-1097	537	4	mar	mar	PROPN
sc-1097	537	5	.	.	PROPN
sc-1097	537	6	29	29	NUM
sc-1097	537	7	,	,	PUNCT
sc-1097	537	8	2021	2021	NUM
sc-1097	537	9	)	)	PUNCT
sc-1097	537	10	.	.	PUNCT
sc-1097	538	1	[	[	X
sc-1097	538	2	32	32	NUM
sc-1097	538	3	]	]	PUNCT
sc-1097	538	4	“	"	PUNCT
sc-1097	538	5	numpy	numpy	NOUN
sc-1097	538	6	.	.	PUNCT
sc-1097	538	7	”	"	PUNCT
sc-1097	539	1	https://numpy.org/	https://numpy.org/	PROPN
sc-1097	539	2	(	(	PUNCT
sc-1097	539	3	accessed	access	VERB
sc-1097	539	4	mar	mar	PROPN
sc-1097	539	5	.	.	PROPN
sc-1097	539	6	29	29	NUM
sc-1097	539	7	,	,	PUNCT
sc-1097	539	8	2021	2021	NUM
sc-1097	539	9	)	)	PUNCT
sc-1097	539	10	.	.	PUNCT
sc-1097	540	1	[	[	X
sc-1097	540	2	33	33	NUM
sc-1097	540	3	]	]	PUNCT
sc-1097	540	4	“	"	PUNCT
sc-1097	540	5	pandas	panda	NOUN
sc-1097	540	6	.	.	PUNCT
sc-1097	540	7	”	"	PUNCT
sc-1097	541	1	https://pandas.pydata.org/	https://pandas.pydata.org/	NOUN
sc-1097	541	2	(	(	PUNCT
sc-1097	541	3	accessed	access	VERB
sc-1097	541	4	mar	mar	PROPN
sc-1097	541	5	.	.	PROPN
sc-1097	541	6	29	29	NUM
sc-1097	541	7	,	,	PUNCT
sc-1097	541	8	2021	2021	NUM
sc-1097	541	9	)	)	PUNCT
sc-1097	541	10	.	.	PUNCT
sc-1097	542	1	[	[	X
sc-1097	542	2	34	34	NUM
sc-1097	542	3	]	]	PUNCT
sc-1097	542	4	“	"	PUNCT
sc-1097	542	5	matplotlib	matplotlib	PROPN
sc-1097	542	6	.	.	PUNCT
sc-1097	542	7	”	"	PUNCT
sc-1097	543	1	https://matplotlib.org/	https://matplotlib.org/	PROPN
sc-1097	543	2	(	(	PUNCT
sc-1097	543	3	accessed	access	VERB
sc-1097	543	4	mar	mar	PROPN
sc-1097	543	5	.	.	PROPN
sc-1097	543	6	29	29	NUM
sc-1097	543	7	,	,	PUNCT
sc-1097	543	8	2021	2021	NUM
sc-1097	543	9	)	)	PUNCT
sc-1097	543	10	.	.	PUNCT
sc-1097	544	1	[	[	X
sc-1097	544	2	35	35	NUM
sc-1097	544	3	]	]	PUNCT
sc-1097	544	4	“	"	PUNCT
sc-1097	544	5	seaborn	seaborn	NOUN
sc-1097	544	6	.	.	PUNCT
sc-1097	544	7	”	"	PUNCT
sc-1097	545	1	https://seaborn.pydata.org/	https://seaborn.pydata.org/	NOUN
sc-1097	545	2	(	(	PUNCT
sc-1097	545	3	accessed	access	VERB
sc-1097	545	4	mar	mar	PROPN
sc-1097	545	5	.	.	PROPN
sc-1097	545	6	29	29	NUM
sc-1097	545	7	,	,	PUNCT
sc-1097	545	8	2021	2021	NUM
sc-1097	545	9	)	)	PUNCT
sc-1097	545	10	.	.	PUNCT
sc-1097	546	1	[	[	X
sc-1097	546	2	36	36	NUM
sc-1097	546	3	]	]	PUNCT
sc-1097	546	4	“	"	PUNCT
sc-1097	546	5	gdal	gdal	NOUN
sc-1097	546	6	.	.	PUNCT
sc-1097	546	7	”	"	PUNCT
sc-1097	547	1	https://pypi.org/project/gdal/	https://pypi.org/project/gdal/	PROPN
sc-1097	547	2	(	(	PUNCT
sc-1097	547	3	accessed	access	VERB
sc-1097	547	4	mar	mar	PROPN
sc-1097	547	5	.	.	PROPN
sc-1097	547	6	29	29	NUM
sc-1097	547	7	,	,	PUNCT
sc-1097	547	8	2021	2021	NUM
sc-1097	547	9	)	)	PUNCT
sc-1097	547	10	.	.	PUNCT
sc-1097	548	1	[	[	X
sc-1097	548	2	37	37	NUM
sc-1097	548	3	]	]	PUNCT
sc-1097	548	4	“	"	PUNCT
sc-1097	548	5	shapely	shapely	NOUN
sc-1097	548	6	.	.	PUNCT
sc-1097	548	7	”	"	PUNCT
sc-1097	549	1	https://pypi.org/project/shapely/	https://pypi.org/project/shapely/	NOUN
sc-1097	549	2	(	(	PUNCT
sc-1097	549	3	accessed	access	VERB
sc-1097	549	4	mar	mar	PROPN
sc-1097	549	5	.	.	PROPN
sc-1097	549	6	29	29	NUM
sc-1097	549	7	,	,	PUNCT
sc-1097	549	8	2021	2021	NUM
sc-1097	549	9	)	)	PUNCT
sc-1097	549	10	.	.	PUNCT
sc-1097	550	1	[	[	X
sc-1097	550	2	38	38	NUM
sc-1097	550	3	]	]	PUNCT
sc-1097	550	4	“	"	PUNCT
sc-1097	550	5	folium	folium	NOUN
sc-1097	550	6	.	.	PUNCT
sc-1097	550	7	”	"	PUNCT
sc-1097	551	1	https://pypi.org/project/folium/	https://pypi.org/project/folium/	PROPN
sc-1097	551	2	(	(	PUNCT
sc-1097	551	3	accessed	access	VERB
sc-1097	551	4	mar	mar	PROPN
sc-1097	551	5	.	.	PROPN
sc-1097	551	6	29	29	NUM
sc-1097	551	7	,	,	PUNCT
sc-1097	551	8	2021	2021	NUM
sc-1097	551	9	)	)	PUNCT
sc-1097	551	10	.	.	PUNCT
sc-1097	552	1	[	[	X
sc-1097	552	2	39	39	NUM
sc-1097	552	3	]	]	PUNCT
sc-1097	552	4	“	"	PUNCT
sc-1097	552	5	fiona	fiona	PROPN
sc-1097	552	6	.	.	PUNCT
sc-1097	552	7	”	"	PUNCT
sc-1097	553	1	https://pypi.org/project/fiona/	https://pypi.org/project/fiona/	NOUN
sc-1097	553	2	(	(	PUNCT
sc-1097	553	3	accessed	access	VERB
sc-1097	553	4	mar	mar	PROPN
sc-1097	553	5	.	.	PROPN
sc-1097	553	6	29	29	NUM
sc-1097	553	7	,	,	PUNCT
sc-1097	553	8	2021	2021	NUM
sc-1097	553	9	)	)	PUNCT
sc-1097	553	10	.	.	PUNCT
sc-1097	554	1	[	[	X
sc-1097	554	2	40	40	NUM
sc-1097	554	3	]	]	PUNCT
sc-1097	554	4	“	"	PUNCT
sc-1097	554	5	scikit	scikit	NOUN
sc-1097	554	6	-	-	PUNCT
sc-1097	554	7	learn	learn	VERB
sc-1097	554	8	.	.	PUNCT
sc-1097	554	9	”	"	PUNCT
sc-1097	555	1	https://scikit-learn.org/stable/	https://scikit-learn.org/stable/	PROPN
sc-1097	555	2	(	(	PUNCT
sc-1097	555	3	accessed	access	VERB
sc-1097	555	4	mar	mar	PROPN
sc-1097	555	5	.	.	PROPN
sc-1097	555	6	29	29	NUM
sc-1097	555	7	,	,	PUNCT
sc-1097	555	8	2021	2021	NUM
sc-1097	555	9	)	)	PUNCT
sc-1097	555	10	.	.	PUNCT
sc-1097	556	1	[	[	X
sc-1097	556	2	41	41	NUM
sc-1097	556	3	]	]	PUNCT
sc-1097	556	4	“	"	PUNCT
sc-1097	556	5	lxdatalab	lxdatalab	NOUN
sc-1097	556	6	–	–	PUNCT
sc-1097	556	7	laboratório	laboratório	NOUN
sc-1097	556	8	de	de	X
sc-1097	556	9	dados	dados	X
sc-1097	556	10	urbanos	urbanos	PROPN
sc-1097	556	11	de	de	PROPN
sc-1097	556	12	lisboa	lisboa	PROPN
sc-1097	556	13	.	.	PUNCT
sc-1097	556	14	”	"	PUNCT
sc-1097	557	1	https://lisboainteligente.cm-lisboa.pt/lxdatalab/	https://lisboainteligente.cm-lisboa.pt/lxdatalab/	ADV
sc-1097	557	2	(	(	PUNCT
sc-1097	557	3	accessed	access	VERB
sc-1097	557	4	mar	mar	PROPN
sc-1097	557	5	.	.	PROPN
sc-1097	557	6	29	29	NUM
sc-1097	557	7	,	,	PUNCT
sc-1097	557	8	2021	2021	NUM
sc-1097	557	9	)	)	PUNCT
sc-1097	557	10	.	.	PUNCT
sc-1097	558	1	[	[	X
sc-1097	558	2	42	42	NUM
sc-1097	558	3	]	]	X
sc-1097	558	4	y.	y.	PROPN
sc-1097	558	5	zhang	zhang	PROPN
sc-1097	558	6	,	,	PUNCT
sc-1097	558	7	t.	t.	PROPN
sc-1097	558	8	thomas	thomas	PROPN
sc-1097	558	9	,	,	PUNCT
sc-1097	558	10	m.	m.	PROPN
sc-1097	558	11	j.	j.	PROPN
sc-1097	558	12	g.	g.	PROPN
sc-1097	558	13	brussel	brussel	PROPN
sc-1097	558	14	,	,	PUNCT
sc-1097	558	15	and	and	CCONJ
sc-1097	558	16	m.	m.	PROPN
sc-1097	558	17	f.	f.	PROPN
sc-1097	558	18	a.	a.	PROPN
sc-1097	558	19	m.	m.	PROPN
sc-1097	558	20	van	van	PROPN
sc-1097	558	21	maarseveen	maarseveen	PROPN
sc-1097	558	22	,	,	PUNCT
sc-1097	558	23	“	"	PUNCT
sc-1097	558	24	expanding	expand	VERB
sc-1097	558	25	bicycle	bicycle	NOUN
sc-1097	558	26	-	-	PUNCT
sc-1097	558	27	sharing	share	VERB
sc-1097	558	28	systems	system	NOUN
sc-1097	558	29	:	:	PUNCT
sc-1097	558	30	lessons	lesson	NOUN
sc-1097	558	31	learnt	learn	VERB
sc-1097	558	32	from	from	ADP
sc-1097	558	33	an	an	DET
sc-1097	558	34	analysis	analysis	NOUN
sc-1097	558	35	of	of	ADP
sc-1097	558	36	usage	usage	NOUN
sc-1097	558	37	,	,	PUNCT
sc-1097	558	38	”	"	PUNCT
sc-1097	558	39	plos	plos	PROPN
sc-1097	558	40	one	one	NUM
sc-1097	558	41	,	,	PUNCT
sc-1097	558	42	vol	vol	NOUN
sc-1097	558	43	.	.	PROPN
sc-1097	558	44	11	11	NUM
sc-1097	558	45	,	,	PUNCT
sc-1097	558	46	no	no	INTJ
sc-1097	558	47	.	.	NOUN
sc-1097	558	48	12	12	NUM
sc-1097	558	49	,	,	PUNCT
sc-1097	558	50	p.	p.	NOUN
sc-1097	558	51	e0168604	e0168604	PROPN
sc-1097	558	52	,	,	PUNCT
sc-1097	558	53	dec	dec	PROPN
sc-1097	558	54	.	.	PROPN
sc-1097	558	55	2016	2016	NUM
sc-1097	558	56	,	,	PUNCT
sc-1097	558	57	doi	doi	NOUN
sc-1097	558	58	:	:	PUNCT
sc-1097	558	59	10.1371	10.1371	NUM
sc-1097	558	60	/	/	SYM
sc-1097	558	61	journal.pone.0168604	journal.pone.0168604	PROPN
sc-1097	558	62	.	.	PUNCT
sc-1097	559	1	[	[	X
sc-1097	559	2	43	43	NUM
sc-1097	559	3	]	]	X
sc-1097	559	4	d.	d.	PROPN
sc-1097	559	5	fuller	full	ADJ
sc-1097	559	6	et	et	PROPN
sc-1097	559	7	al	al	PROPN
sc-1097	559	8	.	.	PROPN
sc-1097	559	9	,	,	PUNCT
sc-1097	559	10	“	"	PUNCT
sc-1097	559	11	use	use	NOUN
sc-1097	559	12	of	of	ADP
sc-1097	559	13	a	a	DET
sc-1097	559	14	new	new	ADJ
sc-1097	559	15	public	public	ADJ
sc-1097	559	16	bicycle	bicycle	NOUN
sc-1097	559	17	share	share	NOUN
sc-1097	559	18	program	program	NOUN
sc-1097	559	19	in	in	ADP
sc-1097	559	20	montreal	montreal	PROPN
sc-1097	559	21	,	,	PUNCT
sc-1097	559	22	canada	canada	PROPN
sc-1097	559	23	,	,	PUNCT
sc-1097	559	24	”	"	PUNCT
sc-1097	559	25	am	be	AUX
sc-1097	559	26	.	.	PUNCT
sc-1097	560	1	j.	j.	PROPN
sc-1097	560	2	prev	prev	PROPN
sc-1097	560	3	.	.	PUNCT
sc-1097	560	4	med	med	PROPN
sc-1097	560	5	.	.	PROPN
sc-1097	560	6	,	,	PUNCT
sc-1097	560	7	vol	vol	NOUN
sc-1097	560	8	.	.	PROPN
sc-1097	560	9	41	41	NUM
sc-1097	560	10	,	,	PUNCT
sc-1097	560	11	no	no	INTJ
sc-1097	560	12	.	.	NOUN
sc-1097	560	13	1	1	NUM
sc-1097	560	14	,	,	PUNCT
sc-1097	560	15	pp	pp	ADJ
sc-1097	560	16	.	.	PUNCT
sc-1097	561	1	80–83	80–83	NUM
sc-1097	561	2	,	,	PUNCT
sc-1097	561	3	jul	jul	PROPN
sc-1097	561	4	.	.	PROPN
sc-1097	561	5	2011	2011	NUM
sc-1097	561	6	,	,	PUNCT
sc-1097	561	7	doi	doi	NOUN
sc-1097	561	8	:	:	PUNCT
sc-1097	561	9	10.1016	10.1016	NUM
sc-1097	561	10	/	/	SYM
sc-1097	561	11	j.amepre.2011.03.002	j.amepre.2011.03.002	NOUN
sc-1097	561	12	.	.	PUNCT
sc-1097	562	1	[	[	X
sc-1097	562	2	44	44	NUM
sc-1097	562	3	]	]	PUNCT
sc-1097	562	4	s.	s.	PROPN
sc-1097	562	5	a.	a.	PROPN
sc-1097	562	6	shaheen	shaheen	PROPN
sc-1097	562	7	,	,	PUNCT
sc-1097	562	8	h.	h.	PROPN
sc-1097	562	9	zhang	zhang	PROPN
sc-1097	562	10	,	,	PUNCT
sc-1097	562	11	e.	e.	PROPN
sc-1097	562	12	martin	martin	PROPN
sc-1097	562	13	,	,	PUNCT
sc-1097	562	14	and	and	CCONJ
sc-1097	562	15	s.	s.	PROPN
sc-1097	562	16	guzman	guzman	PROPN
sc-1097	562	17	,	,	PUNCT
sc-1097	562	18	“	"	PUNCT
sc-1097	562	19	china	china	PROPN
sc-1097	562	20	’s	’s	PART
sc-1097	562	21	hangzhou	hangzhou	PROPN
sc-1097	562	22	public	public	PROPN
sc-1097	562	23	bicycle	bicycle	NOUN
sc-1097	562	24	,	,	PUNCT
sc-1097	562	25	”	"	PUNCT
sc-1097	562	26	transp	transp	PROPN
sc-1097	562	27	.	.	PUNCT
sc-1097	563	1	res	re	NOUN
sc-1097	563	2	.	.	PUNCT
sc-1097	564	1	rec	rec	PROPN
sc-1097	564	2	.	.	PUNCT
sc-1097	565	1	j.	j.	PROPN
sc-1097	565	2	transp	transp	PROPN
sc-1097	565	3	.	.	PUNCT
sc-1097	566	1	res	re	NOUN
sc-1097	566	2	.	.	PROPN
sc-1097	567	1	board	board	PROPN
sc-1097	567	2	,	,	PUNCT
sc-1097	567	3	vol	vol	NOUN
sc-1097	567	4	.	.	PROPN
sc-1097	567	5	2247	2247	NUM
sc-1097	567	6	,	,	PUNCT
sc-1097	567	7	no	no	INTJ
sc-1097	567	8	.	.	NOUN
sc-1097	567	9	1	1	NUM
sc-1097	567	10	,	,	PUNCT
sc-1097	567	11	pp	pp	ADJ
sc-1097	567	12	.	.	PUNCT
sc-1097	568	1	33–41	33–41	NUM
sc-1097	568	2	,	,	PUNCT
sc-1097	568	3	jan	jan	PROPN
sc-1097	568	4	.	.	PROPN
sc-1097	568	5	2011	2011	NUM
sc-1097	568	6	,	,	PUNCT
sc-1097	568	7	doi	doi	NOUN
sc-1097	568	8	:	:	PUNCT
sc-1097	568	9	10.3141/2247	10.3141/2247	NUM
sc-1097	568	10	-	-	SYM
sc-1097	568	11	05	05	NUM
sc-1097	568	12	.	.	PUNCT
sc-1097	569	1	[	[	X
sc-1097	569	2	45	45	NUM
sc-1097	569	3	]	]	PUNCT
sc-1097	569	4	s.	s.	PROPN
sc-1097	569	5	a.	a.	PROPN
sc-1097	569	6	shaheen	shaheen	PROPN
sc-1097	569	7	,	,	PUNCT
sc-1097	569	8	a.	a.	PROPN
sc-1097	569	9	p.	p.	PROPN
sc-1097	569	10	cohen	cohen	PROPN
sc-1097	569	11	,	,	PUNCT
sc-1097	569	12	and	and	CCONJ
sc-1097	569	13	e.	e.	PROPN
sc-1097	569	14	w.	w.	PROPN
sc-1097	569	15	martin	martin	PROPN
sc-1097	569	16	,	,	PUNCT
sc-1097	569	17	“	"	PUNCT
sc-1097	569	18	public	public	ADJ
sc-1097	569	19	bikesharing	bikesharing	NOUN
sc-1097	569	20	in	in	ADP
sc-1097	569	21	north	north	PROPN
sc-1097	569	22	america	america	PROPN
sc-1097	569	23	:	:	PUNCT
sc-1097	569	24	early	early	ADJ
sc-1097	569	25	operator	operator	NOUN
sc-1097	569	26	understanding	understanding	NOUN
sc-1097	569	27	and	and	CCONJ
sc-1097	569	28	emerging	emerge	VERB
sc-1097	569	29	trends	trend	NOUN
sc-1097	569	30	,	,	PUNCT
sc-1097	569	31	”	"	PUNCT
sc-1097	569	32	transp	transp	PROPN
sc-1097	569	33	.	.	PUNCT
sc-1097	570	1	res	re	NOUN
sc-1097	570	2	.	.	PUNCT
sc-1097	571	1	rec	rec	PROPN
sc-1097	571	2	.	.	PUNCT
sc-1097	572	1	j.	j.	PROPN
sc-1097	572	2	transp	transp	PROPN
sc-1097	572	3	.	.	PUNCT
sc-1097	573	1	res	re	NOUN
sc-1097	573	2	.	.	PROPN
sc-1097	574	1	board	board	PROPN
sc-1097	574	2	,	,	PUNCT
sc-1097	574	3	vol	vol	NOUN
sc-1097	574	4	.	.	PROPN
sc-1097	574	5	2387	2387	NUM
sc-1097	574	6	,	,	PUNCT
sc-1097	574	7	no	no	INTJ
sc-1097	574	8	.	.	NOUN
sc-1097	574	9	1	1	NUM
sc-1097	574	10	,	,	PUNCT
sc-1097	574	11	pp	pp	ADJ
sc-1097	574	12	.	.	PUNCT
sc-1097	575	1	83–92	83–92	NUM
sc-1097	575	2	,	,	PUNCT
sc-1097	575	3	jan	jan	PROPN
sc-1097	575	4	.	.	PROPN
sc-1097	575	5	2013	2013	NUM
sc-1097	575	6	,	,	PUNCT
sc-1097	575	7	doi	doi	NOUN
sc-1097	575	8	:	:	PUNCT
sc-1097	575	9	10.3141/2387	10.3141/2387	NUM
sc-1097	575	10	-	-	SYM
sc-1097	575	11	10	10	NUM
sc-1097	575	12	.	.	PUNCT
sc-1097	576	1	[	[	X
sc-1097	576	2	46	46	NUM
sc-1097	576	3	]	]	X
sc-1097	576	4	d.	d.	PROPN
sc-1097	576	5	buck	buck	PROPN
sc-1097	576	6	and	and	CCONJ
sc-1097	576	7	r.	r.	PROPN
sc-1097	576	8	buehler	buehler	PROPN
sc-1097	576	9	,	,	PUNCT
sc-1097	576	10	“	"	PUNCT
sc-1097	576	11	bike	bike	NOUN
sc-1097	576	12	lanes	lane	NOUN
sc-1097	576	13	and	and	CCONJ
sc-1097	576	14	other	other	ADJ
sc-1097	576	15	determinants	determinant	NOUN
sc-1097	576	16	of	of	ADP
sc-1097	576	17	capital	capital	NOUN
sc-1097	576	18	bikeshare	bikeshare	PROPN
sc-1097	576	19	trips	trip	NOUN
sc-1097	576	20	,	,	PUNCT
sc-1097	576	21	”	"	PUNCT
sc-1097	576	22	91st	91st	ADJ
sc-1097	576	23	transp	transp	NOUN
sc-1097	576	24	.	.	PUNCT
sc-1097	577	1	res	re	NOUN
sc-1097	577	2	.	.	PROPN
sc-1097	577	3	board	board	NOUN
sc-1097	577	4	annu	annu	PROPN
sc-1097	577	5	.	.	PUNCT
sc-1097	578	1	meet	meet	PROPN
sc-1097	578	2	.	.	PUNCT
sc-1097	578	3	,	,	PUNCT
sc-1097	578	4	pp	pp	ADP
sc-1097	578	5	.	.	PUNCT
sc-1097	579	1	703–706	703–706	NUM
sc-1097	579	2	,	,	PUNCT
sc-1097	579	3	2012	2012	NUM
sc-1097	579	4	,	,	PUNCT
sc-1097	580	1	[	[	X
sc-1097	580	2	online	online	X
sc-1097	580	3	]	]	X
sc-1097	580	4	.	.	PUNCT
sc-1097	581	1	available	available	ADJ
sc-1097	581	2	:	:	PUNCT
sc-1097	581	3	http://scholar.google.com/scholar?hl=en&btng=search&q	http://scholar.google.com/scholar?hl=en&btng=search&q	PUNCT
sc-1097	582	1	=	=	PRON
sc-1097	582	2	intitle	intitle	ADJ
sc-1097	582	3	:	:	PUNCT
sc-1097	582	4	bike+lanes+and+other+determinants+of+capita	bike+lanes+and+other+determinants+of+capita	VERB
sc-1097	582	5	l+bikeshare+trips#0	l+bikeshare+trips#0	ADJ
sc-1097	582	6	.	.	PUNCT
sc-1097	583	1	[	[	X
sc-1097	583	2	47	47	NUM
sc-1097	583	3	]	]	X
sc-1097	583	4	r.	r.	PROPN
sc-1097	583	5	ewing	ewing	PROPN
sc-1097	583	6	and	and	CCONJ
sc-1097	583	7	r.	r.	PROPN
sc-1097	583	8	cervero	cervero	PROPN
sc-1097	583	9	,	,	PUNCT
sc-1097	583	10	“	"	PUNCT
sc-1097	583	11	travel	travel	NOUN
sc-1097	583	12	and	and	CCONJ
sc-1097	583	13	the	the	DET
sc-1097	583	14	built	build	VERB
sc-1097	583	15	environment	environment	NOUN
sc-1097	583	16	,	,	PUNCT
sc-1097	583	17	”	"	PUNCT
sc-1097	583	18	j.	j.	PROPN
sc-1097	583	19	am	am	PROPN
sc-1097	583	20	.	.	PUNCT
sc-1097	584	1	plan	plan	NOUN
sc-1097	584	2	.	.	PUNCT
sc-1097	585	1	assoc	assoc	PROPN
sc-1097	585	2	.	.	PROPN
sc-1097	585	3	,	,	PUNCT
sc-1097	585	4	vol	vol	NOUN
sc-1097	585	5	.	.	PROPN
sc-1097	586	1	76	76	NUM
sc-1097	586	2	,	,	PUNCT
sc-1097	586	3	no	no	INTJ
sc-1097	586	4	.	.	NOUN
sc-1097	586	5	3	3	NUM
sc-1097	586	6	,	,	PUNCT
sc-1097	586	7	pp	pp	ADJ
sc-1097	586	8	.	.	PUNCT
sc-1097	587	1	265	265	NUM
sc-1097	587	2	–	–	PUNCT
sc-1097	587	3	294	294	NUM
sc-1097	587	4	,	,	PUNCT
sc-1097	587	5	jun	jun	PROPN
sc-1097	587	6	.	.	PROPN
sc-1097	587	7	2010	2010	NUM
sc-1097	587	8	,	,	PUNCT
sc-1097	587	9	doi	doi	NOUN
sc-1097	587	10	:	:	PUNCT
sc-1097	587	11	10.1080/01944361003766766	10.1080/01944361003766766	NUM
sc-1097	587	12	.	.	PUNCT
sc-1097	588	1	[	[	X
sc-1097	588	2	48	48	NUM
sc-1097	588	3	]	]	PUNCT
sc-1097	588	4	a.	a.	NOUN
sc-1097	588	5	kemperman	kemperman	PROPN
sc-1097	588	6	,	,	PUNCT
sc-1097	588	7	h.	h.	PROPN
sc-1097	588	8	timmermans	timmermans	PROPN
sc-1097	588	9	,	,	PUNCT
sc-1097	588	10	and	and	CCONJ
sc-1097	588	11	h.	h.	PROPN
sc-1097	588	12	timmerman	timmerman	PROPN
sc-1097	588	13	,	,	PUNCT
sc-1097	588	14	“	"	PUNCT
sc-1097	588	15	influences	influence	NOUN
sc-1097	588	16	of	of	ADP
sc-1097	588	17	built	build	VERB
sc-1097	588	18	environment	environment	NOUN
sc-1097	588	19	on	on	ADP
sc-1097	588	20	walking	walk	VERB
sc-1097	588	21	and	and	CCONJ
sc-1097	588	22	cycling	cycling	NOUN
sc-1097	588	23	by	by	ADP
sc-1097	588	24	latent	latent	ADJ
sc-1097	588	25	segments	segment	NOUN
sc-1097	588	26	of	of	ADP
sc-1097	588	27	aging	age	VERB
sc-1097	588	28	population	population	NOUN
sc-1097	588	29	,	,	PUNCT
sc-1097	588	30	”	"	PUNCT
sc-1097	588	31	transp	transp	PROPN
sc-1097	588	32	.	.	PUNCT
sc-1097	589	1	res	re	NOUN
sc-1097	589	2	.	.	PUNCT
sc-1097	590	1	rec	rec	PROPN
sc-1097	590	2	.	.	PUNCT
sc-1097	591	1	j.	j.	PROPN
sc-1097	591	2	transp	transp	PROPN
sc-1097	591	3	.	.	PUNCT
sc-1097	592	1	res	re	NOUN
sc-1097	592	2	.	.	PROPN
sc-1097	593	1	board	board	PROPN
sc-1097	593	2	,	,	PUNCT
sc-1097	593	3	vol	vol	NOUN
sc-1097	593	4	.	.	PROPN
sc-1097	593	5	2134	2134	NUM
sc-1097	593	6	,	,	PUNCT
sc-1097	593	7	no	no	INTJ
sc-1097	593	8	.	.	NOUN
sc-1097	593	9	1	1	NUM
sc-1097	593	10	,	,	PUNCT
sc-1097	593	11	pp	pp	ADJ
sc-1097	593	12	.	.	PUNCT
sc-1097	594	1	1–9	1–9	NUM
sc-1097	594	2	,	,	PUNCT
sc-1097	594	3	jan	jan	PROPN
sc-1097	594	4	.	.	PROPN
sc-1097	594	5	2009	2009	NUM
sc-1097	594	6	,	,	PUNCT
sc-1097	594	7	doi	doi	NOUN
sc-1097	594	8	:	:	PUNCT
sc-1097	594	9	10.3141/2134	10.3141/2134	NUM
sc-1097	594	10	-	-	SYM
sc-1097	594	11	01	01	NUM
sc-1097	594	12	.	.	PUNCT
sc-1097	595	1	[	[	X
sc-1097	595	2	49	49	NUM
sc-1097	595	3	]	]	PUNCT
sc-1097	595	4	z.	z.	PROPN
sc-1097	595	5	liu	liu	PROPN
sc-1097	595	6	,	,	PUNCT
sc-1097	595	7	x.	x.	PROPN
sc-1097	595	8	jia	jia	PROPN
sc-1097	595	9	,	,	PUNCT
sc-1097	595	10	and	and	CCONJ
sc-1097	595	11	w.	w.	PROPN
sc-1097	595	12	cheng	cheng	PROPN
sc-1097	595	13	,	,	PUNCT
sc-1097	595	14	“	"	PUNCT
sc-1097	595	15	solving	solve	VERB
sc-1097	595	16	the	the	DET
sc-1097	595	17	last	last	ADJ
sc-1097	595	18	mile	mile	NOUN
sc-1097	595	19	problem	problem	NOUN
sc-1097	595	20	:	:	PUNCT
sc-1097	595	21	ensure	ensure	VERB
sc-1097	595	22	the	the	DET
sc-1097	595	23	success	success	NOUN
sc-1097	595	24	of	of	ADP
sc-1097	595	25	public	public	ADJ
sc-1097	595	26	bicycle	bicycle	NOUN
sc-1097	595	27	system	system	NOUN
sc-1097	595	28	in	in	ADP
sc-1097	595	29	beijing	beijing	PROPN
sc-1097	595	30	,	,	PUNCT
sc-1097	595	31	”	"	PUNCT
sc-1097	595	32	procedia	procedia	NOUN
sc-1097	595	33	soc	soc	NOUN
sc-1097	595	34	.	.	PUNCT
sc-1097	596	1	behav	behav	PROPN
sc-1097	596	2	.	.	PUNCT
sc-1097	597	1	sci	sci	PROPN
sc-1097	597	2	.	.	PROPN
sc-1097	597	3	,	,	PUNCT
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sc-1097	597	5	.	.	PROPN
sc-1097	598	1	43	43	NUM
sc-1097	598	2	,	,	PUNCT
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sc-1097	598	4	.	.	NOUN
sc-1097	598	5	43	43	NUM
sc-1097	598	6	,	,	PUNCT
sc-1097	598	7	pp	pp	ADJ
sc-1097	598	8	.	.	PUNCT
sc-1097	599	1	73–78	73–78	NOUN
sc-1097	599	2	,	,	PUNCT
sc-1097	599	3	2012	2012	NUM
sc-1097	599	4	,	,	PUNCT
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sc-1097	599	6	:	:	PUNCT
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sc-1097	599	8	/	/	SYM
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sc-1097	599	10	.	.	PUNCT
sc-1097	600	1	[	[	X
sc-1097	600	2	50	50	NUM
sc-1097	600	3	]	]	X
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sc-1097	600	7	“	"	PUNCT
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sc-1097	600	14	:	:	PUNCT
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sc-1097	600	18	,	,	PUNCT
sc-1097	600	19	”	"	PUNCT
sc-1097	600	20	in	in	ADP
sc-1097	600	21	leibniz	leibniz	PROPN
sc-1097	600	22	international	international	ADJ
sc-1097	600	23	proceedings	proceeding	NOUN
sc-1097	600	24	in	in	ADP
sc-1097	600	25	informatics	informatics	PROPN
sc-1097	600	26	,	,	PUNCT
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sc-1097	600	28	,	,	PUNCT
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sc-1097	600	30	,	,	PUNCT
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sc-1097	600	32	.	.	PROPN
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sc-1097	600	34	,	,	PUNCT
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sc-1097	600	36	:	:	PUNCT
sc-1097	600	37	10.4230	10.4230	NUM
sc-1097	600	38	/	/	SYM
sc-1097	600	39	lipics.giscience.2018.46	lipics.giscience.2018.46	NOUN
sc-1097	600	40	.	.	PUNCT
sc-1097	601	1	[	[	X
sc-1097	601	2	51	51	NUM
sc-1097	601	3	]	]	X
sc-1097	601	4	c.	c.	PROPN
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sc-1097	601	8	.	.	PROPN
sc-1097	601	9	,	,	PUNCT
sc-1097	601	10	“	"	PUNCT
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sc-1097	601	14	:	:	PUNCT
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sc-1097	601	17	mobility	mobility	NOUN
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sc-1097	601	19	in	in	ADP
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sc-1097	601	27	-	-	PUNCT
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sc-1097	601	30	,	,	PUNCT
sc-1097	601	31	”	"	PUNCT
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sc-1097	601	34	,	,	PUNCT
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sc-1097	601	36	.	.	PROPN
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sc-1097	601	38	,	,	PUNCT
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sc-1097	601	40	.	.	NOUN
sc-1097	601	41	2	2	NUM
sc-1097	601	42	,	,	PUNCT
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sc-1097	601	44	,	,	PUNCT
sc-1097	601	45	doi	doi	NOUN
sc-1097	601	46	:	:	PUNCT
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sc-1097	601	50	.	.	PUNCT
sc-1097	602	1	[	[	X
sc-1097	602	2	52	52	NUM
sc-1097	602	3	]	]	PUNCT
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sc-1097	602	6	,	,	PUNCT
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sc-1097	602	11	“	"	PUNCT
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sc-1097	602	15	-	-	PUNCT
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sc-1097	602	25	,	,	PUNCT
sc-1097	602	26	”	"	PUNCT
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sc-1097	602	28	.	.	PUNCT
sc-1097	603	1	sci	sci	PROPN
sc-1097	603	2	.	.	PUNCT
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sc-1097	603	4	,	,	PUNCT
sc-1097	603	5	2019	2019	NUM
sc-1097	603	6	.	.	PUNCT
sc-1097	604	1	[	[	X
sc-1097	604	2	53	53	NUM
sc-1097	604	3	]	]	PUNCT
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sc-1097	604	6	-	-	PROPN
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sc-1097	604	8	,	,	PUNCT
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sc-1097	604	13	k.	k.	PROPN
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sc-1097	604	25	sharing	sharing	NOUN
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sc-1097	604	27	:	:	PUNCT
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sc-1097	604	32	on	on	ADP
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sc-1097	604	36	2021	2021	NUM
sc-1097	604	37	10	10	NUM
sc-1097	604	38	2021	2021	NUM
sc-1097	604	39	|	|	ADV
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sc-1097	604	42	|	|	ADV
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sc-1097	604	45	|	|	ADV
sc-1097	604	46	e2	e2	PROPN
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sc-1097	604	59	in	in	ADP
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sc-1097	604	62	”	"	PUNCT
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sc-1097	604	64	(	(	PUNCT
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sc-1097	604	66	)	)	PUNCT
sc-1097	604	67	.	.	PUNCT
sc-1097	605	1	,	,	PUNCT
sc-1097	605	2	pp	pp	ADJ
sc-1097	605	3	.	.	PUNCT
sc-1097	606	1	1–25	1–25	NOUN
sc-1097	606	2	,	,	PUNCT
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sc-1097	606	4	.	.	PUNCT
sc-1097	607	1	[	[	X
sc-1097	607	2	54	54	NUM
sc-1097	607	3	]	]	PUNCT
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sc-1097	607	6	,	,	PUNCT
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sc-1097	607	11	,	,	PUNCT
sc-1097	607	12	”	"	PUNCT
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sc-1097	607	14	.	.	PUNCT
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sc-1097	608	2	.	.	PUNCT
sc-1097	609	1	b	b	X
sc-1097	609	2	urban	urban	ADJ
sc-1097	609	3	anal	anal	PROPN
sc-1097	609	4	.	.	PUNCT
sc-1097	610	1	city	city	PROPN
sc-1097	610	2	sci	sci	PROPN
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sc-1097	610	4	,	,	PUNCT
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sc-1097	610	8	,	,	PUNCT
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sc-1097	610	10	.	.	NOUN
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sc-1097	610	12	,	,	PUNCT
sc-1097	610	13	pp	pp	ADJ
sc-1097	610	14	.	.	PUNCT
sc-1097	611	1	403–405	403–405	NUM
sc-1097	611	2	,	,	PUNCT
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sc-1097	611	4	.	.	PROPN
sc-1097	611	5	2019	2019	NUM
sc-1097	611	6	,	,	PUNCT
sc-1097	611	7	doi	doi	NOUN
sc-1097	611	8	:	:	PUNCT
sc-1097	611	9	10.1177/2399808319839494	10.1177/2399808319839494	NUM
sc-1097	611	10	.	.	PUNCT
sc-1097	612	1	[	[	X
sc-1097	612	2	55	55	NUM
sc-1097	612	3	]	]	PUNCT
sc-1097	612	4	“	"	PUNCT
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sc-1097	612	13	.	.	PUNCT
sc-1097	612	14	”	"	PUNCT
sc-1097	613	1	http://istar.iscte-iul.pt/summerschool2020/	http://istar.iscte-iul.pt/summerschool2020/	PROPN
sc-1097	613	2	(	(	PUNCT
sc-1097	613	3	accessed	access	VERB
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sc-1097	613	5	.	.	PROPN
sc-1097	613	6	03	03	NUM
sc-1097	613	7	,	,	PUNCT
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sc-1097	613	9	)	)	PUNCT
sc-1097	613	10	.	.	PUNCT
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sc-1097	614	4	on	on	ADP
sc-1097	614	5	smart	smart	ADJ
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sc-1097	614	8	2021	2021	NUM
sc-1097	614	9	10	10	NUM
sc-1097	614	10	2021	2021	NUM
sc-1097	614	11	|	|	ADV
sc-1097	614	12	volume	volume	NOUN
sc-1097	614	13	5	5	NUM
sc-1097	614	14	|	|	ADV
sc-1097	614	15	issue	issue	NOUN
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sc-1097	614	17	|	|	ADV
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